{"name":"Marketing attribution tools compared","url":"https://www.causalityengine.ai/pricing/compare#capabilities","publisher":{"name":"Causality Engine","url":"https://www.causalityengine.ai","contact":"hi@causalityengine.ai"},"factsRead":"2026-10-12","howToRead":"Each fact is { value, source, evidence }: the value, the page it was read from on factsRead, and the vendor's own words on that page. A fact missing from a vendor means nobody could find it on the vendor's pages or listings, not that the feature is missing. Prices come from the vendor's pricing page with their own read date.","pricingDisclaimer":"Competitor pricing is each vendor's publicly listed pricing as read on the date shown, and it changes without notice: verify on the vendor's own site before relying on it. Vendors without a public price are marked as such. Comparisons set Causality Engine's one-time €99 analysis against subscription models.","fields":{"needsPixelOrSdk":{"label":"Needs its own pixel, tag or SDK","means":"The tool only works after its own tracking script, tag or SDK is installed on the site or app."},"readsGA4":{"label":"Works with Google Analytics 4","means":"Has a GA4 integration or imports GA4 data."},"platforms":{"label":"Native store integrations","means":"Ecommerce platforms with a native integration (Shopify, WooCommerce, BigCommerce, Magento / Adobe Commerce, Salesforce Commerce Cloud, Wix, Squarespace, Amazon)."},"serverSideTracking":{"label":"Server-side tracking or conversion APIs","means":"Offers server-side tracking or sends conversions to ad platforms' conversion APIs."},"multiTouch":{"label":"Multi-touch attribution","means":"Shares credit for a sale across the touchpoints it observed, under any model."},"mixModel":{"label":"Marketing mix modelling","means":"Offers marketing or media mix modelling (MMM)."},"incrementalityTests":{"label":"Incrementality or holdout tests","means":"Runs incrementality, holdout, geo-lift or conversion-lift tests."},"postPurchaseSurvey":{"label":"Post-purchase surveys","means":"Asks buyers how they heard about the store after they order."},"selfServeSignup":{"label":"Self-serve sign-up","means":"A buyer can sign up and start without booking a demo or a sales call."},"freeTrialOrPlan":{"label":"Free trial or free plan","means":"What the vendor's pricing page says about a free trial or a free plan."},"contract":{"label":"Billing terms","means":"The billing terms the vendor states."},"headquarters":{"label":"Headquarters","means":"City and country of the company's headquarters."},"founded":{"label":"Founded","means":"The year the company was founded."},"euDataResidency":{"label":"States EU data hosting","means":"States that data can be hosted or processed in the EU."},"g2Rating":{"label":"G2","means":"Star rating and review count on the vendor's G2 listing."},"capterraRating":{"label":"Capterra","means":"Star rating and review count on the vendor's Capterra listing."},"shopifyAppRating":{"label":"Shopify App Store","means":"Star rating and review count on the vendor's Shopify App Store listing."}},"compatibleWithCausalityEngine":{"label":"Compatible with Causality Engine","rule":"Causality Engine installs nothing on your site. It reads the GA4 export you already have, so it runs on top of any tool here without touching its setup. The one condition: GA4 runs on your store too."},"whereCausalityEngineDiffers":{"payOnce":{"label":"Pay once, no subscription","means":"You can buy a single result outright, without a subscription.","causalityEngine":"Yes (€99 per read; Pro at €299 a month is optional)"},"flatPrice":{"label":"Price stays flat as you grow","means":"The price does not rise with your revenue, ad spend, orders or traffic.","causalityEngine":"Yes (€99 a read, whatever your revenue or ad spend)"},"moneyBack":{"label":"Money back if it does not help","means":"What the vendor's own terms or pricing page say about refunds.","causalityEngine":"Yes (Full refund within 30 days, no questions asked)"}},"causalityEngine":{"name":"Causality Engine","url":"https://www.causalityengine.ai","role":"The layer on top: compatible with every tool listed. It installs nothing and reads the GA4 export you already have.","method":"Causal inference on your GA4 export","startingPrice":"€99 once, excl. VAT","pricingModel":"€99 per read, or Pro at €299 a month","setup":"Upload a GA4 export; results in 1 to 2 minutes","bestFor":"Ecommerce brands on GA4 spending on two or more channels","start":"https://www.causalityengine.ai/start","facts":{"needsPixelOrSdk":"No (Nothing to install)","readsGA4":"Yes (A GA4 export is the input)","platforms":"Any store that runs GA4 (Shopify, WooCommerce, Shopware, Magento or a custom build)","serverSideTracking":"No (It reads data you already collect)","multiTouch":"No (Causal attribution: what each channel caused)","mixModel":"No","incrementalityTests":"No (No test to run)","postPurchaseSurvey":"No","selfServeSignup":"Yes (Upload at /start)","freeTrialOrPlan":"First finding free (The €99 read is refundable within 30 days)","contract":"None for the read (Pro is billed monthly, cancel any time)","euDataResidency":"Yes (Primary infrastructure in the EU, per our privacy policy)","headquarters":"Utrecht, Netherlands","founded":"2023","g2Rating":"Not listed yet","capterraRating":"Not listed yet","shopifyAppRating":"No app (Nothing to install)"}},"tools":[{"slug":"adbeacon","name":"AdBeacon","homepage":"https://www.adbeacon.com","tagline":"First-party ad tracking platform","method":"First-party cookie + click tracking","startingPrice":"$299/mo","pricingModel":"Dynamic pricing from $299/mo, rising with tracked revenue","pricingSource":{"url":"https://www.adbeacon.com/pricing","read":"2026-10-12"},"setup":"30 to 60 minutes","bestFor":"DTC brands wanting first-party click tracking","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"$299/mo","source":"https://www.adbeacon.com/pricing"},"flatPrice":{"value":"No","note":"Priced on your revenue","source":"https://www.adbeacon.com/pricing"},"moneyBack":null},"shortAnswer":"Keep AdBeacon. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of AdBeacon's first-party cookie + click tracking, for €99.","facts":{"multiTouch":{"value":true,"source":"https://www.adbeacon.com/report-accurately/","evidence":"AdBeacon offers first click, last click, linear, paid linear, linear excluding direct and full impact models"},"mixModel":{"value":true,"source":"https://www.adbeacon.com/adbeacon-googles-meridian-mmm/","evidence":"Get Google's open-source Meridian MMM without the data science headaches. AdBeacon feeds it your first-party data automatically"},"serverSideTracking":{"value":true,"source":"https://www.adbeacon.com/tether/","evidence":"It ties every key event to the last Meta ad click and delivers it server-side"},"needsPixelOrSdk":{"value":true,"source":"https://www.adbeacon.com/adbeacon-googles-meridian-mmm/","evidence":"Add the AdBeacon pixel to your store in minutes. No cookies required."},"readsGA4":{"value":true,"source":"https://www.adbeacon.com/report-accurately/","evidence":"Yes. AdBeacon connects to Google Analytics 4 on every plan, with a dedicated GA4 dashboard"},"platforms":{"value":["Shopify","WooCommerce","BigCommerce"],"source":"https://www.adbeacon.com/platform/","evidence":"Native Shopify, BigCommerce and WooCommerce connections, with product-level data built in."},"selfServeSignup":{"value":true,"source":"https://www.adbeacon.com/adbeacon-pricing-30-day-trial-brands/","evidence":"Create Your Free Account"},"freeTrialOrPlan":{"value":"30-day free trial","source":"https://www.adbeacon.com/adbeacon-pricing-30-day-trial-brands/","evidence":"30-Day Free Trial Full Platform Access Google Meridian Included"},"contract":{"value":"Monthly or annual","source":"https://www.adbeacon.com/terms-of-use/","evidence":"Fees are billed monthly or annually in advance and are non-refundable, except where expressly stated."},"headquarters":{"value":"Westlake Village, United States","source":"https://www.adbeacon.com/pricing/","evidence":"31280 Oak Crest Drive, Westlake Village, CA 91361, USA"},"founded":{"value":2023,"source":"https://www.linkedin.com/company/adbeacon/","evidence":"Founded 2023"}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/adbeacon","compare":"https://www.causalityengine.ai/compare/adbeacon","switchFrom":"https://www.causalityengine.ai/switch-from/adbeacon"}},{"slug":"adjust","name":"Adjust","homepage":"https://www.adjust.com","tagline":"Mobile measurement and fraud prevention","method":"Mobile measurement partner (MMP) attribution","startingPrice":"Custom pricing","pricingModel":"Enterprise, quoted via sales; no public price","pricingSource":null,"setup":"1 to 2 weeks (SDK integration)","bestFor":"Mobile app marketers at scale","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"No public price","note":"Quoted through sales","source":null},"flatPrice":null,"moneyBack":null},"shortAnswer":"Keep Adjust. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Adjust's mobile measurement partner (MMP) attribution, for €99.","facts":{"incrementalityTests":{"value":true,"source":"https://help.adjust.com/en/article/insight","evidence":"Admin and Editor users may create new incrementality tests."},"serverSideTracking":{"value":true,"source":"https://help.adjust.com/en/article/server-to-server-s2s-integration","evidence":"Adjust's S2S API integrations let you connect your app to Adjust without using the Adjust SDK or making any changes to your app code."},"euDataResidency":{"value":true,"source":"https://help.adjust.com/en/article/data-residency","evidence":"Adjust currently offers Data Residency for the following regions: United States of America (USA) European Economic Area (EEA) Turkey Kingdom of Saudi Arabia"},"headquarters":{"value":"Berlin, Germany","source":"https://www.linkedin.com/company/adjustcom","evidence":"Headquarters Berlin, Berlin Type Privately Held"},"capterraRating":{"value":{"stars":4.2,"reviews":26},"source":"https://www.capterra.com/p/156559/Adjust/","evidence":"Adjust Software Review 2026: Features, Integrations, Pros & Cons 4.2 ( 26 )"},"needsPixelOrSdk":{"value":true,"source":"https://help.adjust.com/en/article/getting-started-with-adjust","evidence":"Each of these steps is mandatory for you to benefit from Adjust's solutions … Integrate the SDK"}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/adjust","compare":"https://www.causalityengine.ai/compare/adjust","switchFrom":"https://www.causalityengine.ai/switch-from/adjust"}},{"slug":"admetrics","name":"Admetrics","homepage":"https://www.admetrics.io","tagline":"Data-driven marketing intelligence for DTC","method":"Bayesian statistics + multi-touch attribution","startingPrice":"€339/mo","pricingModel":"Priced on ad spend: Growth €339/mo (€20,000 included), Business €764/mo (€70,000 included), Custom from €1,100/mo","pricingSource":{"url":"https://www.admetrics.io/en/pricing","read":"2026-10-12"},"setup":"Tracking script install on the store","bestFor":"European DTC brands wanting statistical attribution","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"€339/mo","source":"https://www.admetrics.io/en/pricing"},"flatPrice":{"value":"No","note":"Priced on your ad spend","source":"https://www.admetrics.io/en/pricing"},"moneyBack":null},"shortAnswer":"Keep Admetrics. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Admetrics' Bayesian statistics + multi-touch attribution, for €99.","facts":{"multiTouch":{"value":true,"source":"https://www.admetrics.io/pricing","evidence":"Multi-touch & data-driven attribution"},"mixModel":{"value":true,"source":"https://www.admetrics.io/measure/marketing-mix-modeling","evidence":"Our Marketing Mix Model PRISMA learns what every channel contributes, online and offline, tracked or not."},"serverSideTracking":{"value":true,"source":"https://www.admetrics.io/pricing","evidence":"S2S Pushback of conversion signals Add-on"},"needsPixelOrSdk":{"value":true,"source":"https://www.admetrics.io/measure/tracking","evidence":"Nothing fires without consent. The pixel respects your CMP out of the box"},"platforms":{"value":["Shopify","WooCommerce","Magento / Adobe Commerce","Amazon"],"source":"https://www.admetrics.io/","evidence":"Shops, marketplaces, ad platforms, retention and data tools. ... Native integrations Shopify Amazon Shopware Magento WooCommerce"},"freeTrialOrPlan":{"value":"21-day free trial, no credit card","source":"https://www.admetrics.io/pricing","evidence":"What's included in the 21-day free trial? ... No credit card required."},"contract":{"value":"Monthly or annual","source":"https://www.admetrics.io/pricing","evidence":"Billing term Monthly Annually −15%"},"euDataResidency":{"value":true,"source":"https://www.admetrics.io/measure/tracking","evidence":"EU data residency Processed and stored in the EU. No third-country transfer"},"headquarters":{"value":"Frankfurt, Germany","source":"https://www.admetrics.io/imprint","evidence":"Admetrics GmbH Neue Rothofstrasse 13 - 19 60313 Frankfurt/Main Germany"},"shopifyAppRating":{"value":{"stars":5,"reviews":15},"source":"https://apps.shopify.com/admetrics-data-studio","evidence":"Admetrics Data Studio ... Rating 5.0 (15)"},"founded":{"value":2015,"source":"https://www.linkedin.com/company/admetrics-gmbh/","evidence":"Founded 2015"}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/admetrics","compare":"https://www.causalityengine.ai/compare/admetrics","switchFrom":"https://www.causalityengine.ai/switch-from/admetrics"}},{"slug":"adobe-analytics","name":"Adobe Analytics","homepage":"https://business.adobe.com/products/analytics/adobe-analytics.html","tagline":"Enterprise web analytics platform","method":"Rules-based attribution + Analysis Workspace","startingPrice":"Custom (enterprise)","pricingModel":"Enterprise licence quoted via sales; no public price","pricingSource":null,"setup":"4 to 12 weeks (full implementation)","bestFor":"Large enterprises with dedicated analytics teams","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"No public price","note":"Quoted through sales","source":null},"flatPrice":null,"moneyBack":null},"shortAnswer":"Keep Adobe Analytics. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Adobe Analytics' rules-based attribution + Analysis Workspace, for €99.","facts":{"multiTouch":{"value":true,"source":"https://experienceleague.adobe.com/en/docs/analytics/analyze/analysis-workspace/attribution/models","evidence":"Linear: Gives equal credit to every touch point seen leading up to a conversion."},"serverSideTracking":{"value":true,"source":"https://experienceleague.adobe.com/en/docs/analytics/implementation/home","evidence":"To implement Adobe Analytics server side, you have the following options: Edge Network API ... (Bulk) Data Insertion API"},"needsPixelOrSdk":{"value":true,"source":"https://experienceleague.adobe.com/en/docs/analytics/implementation/home","evidence":"Adobe Analytics requires code within your website, mobile app, or other application to send data to data collection servers."},"platforms":{"value":["Magento / Adobe Commerce"],"source":"https://experienceleague.adobe.com/en/docs/experience-platform/sources/connectors/adobe-applications/commerce","evidence":"so other Adobe Experience Cloud products like Adobe Analytics and Adobe Target can use Commerce data."},"headquarters":{"value":"San Jose, United States","source":"https://www.linkedin.com/company/adobe","evidence":"Headquarters San Jose, CA"},"founded":{"value":1982,"source":"https://www.linkedin.com/company/adobe","evidence":"Founded 1982"},"capterraRating":{"value":{"stars":4.5,"reviews":237},"source":"https://www.capterra.com/p/202871/Adobe-Analytics/","evidence":"4.5 (237) ... Overall rating Based on 237 user reviews"},"selfServeSignup":{"value":false,"source":"https://experienceleague.adobe.com/en/docs/analytics/admin/admin-tools/server-call-usage/overage-overview","evidence":"When your company signs a contract with Adobe, the Adobe Sales team identifies with the you, the customer, the types"}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/adobe-analytics","compare":"https://www.causalityengine.ai/compare/adobe-analytics","switchFrom":"https://www.causalityengine.ai/switch-from/adobe-analytics"}},{"slug":"adverity","name":"Adverity","homepage":"https://www.adverity.com/","tagline":"Connects and governs enterprise marketing data","method":"Marketing data pipeline (ETL)","startingPrice":"Custom pricing","pricingModel":"No fixed plans; each client gets a fully customized quote after filling in the demo form","pricingSource":null,"setup":"Connect sources through pre-built connectors; data is delivered to your warehouse, Adverity hosting or other destinations","bestFor":"Enterprise marketing teams and agencies","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"No public price","note":"Quoted through sales","source":null},"flatPrice":null,"moneyBack":{"value":"Prepaid fees refunded if customer terminates for cause","note":null,"source":"https://www.adverity.com/msa-dpa-gmbh"}},"shortAnswer":"Keep Adverity. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Adverity's marketing data pipeline (ETL), for €99.","facts":{"readsGA4":{"value":true,"source":"https://www.adverity.com/data-connectors","evidence":"Web Analytics Google Analytics (GA4) Learn more"},"platforms":{"value":["Shopify","WooCommerce","BigCommerce","Magento / Adobe Commerce","Salesforce Commerce Cloud","Amazon"],"source":"https://www.adverity.com/data-connectors","evidence":"Ecommerce and Retail Shopify; Ecommerce and Retail WooCommerce; Ecommerce and Retail BigCommerce; Magento; Salesforce Commerce Cloud; Amazon Selling Partner"},"selfServeSignup":{"value":false,"source":"https://www.adverity.com/pricing","evidence":"Book a demo & get your fully customized quote"},"freeTrialOrPlan":{"value":"Demo only","source":"https://www.adverity.com/pricing","evidence":"Book a demo & get your fully customized quote"},"euDataResidency":{"value":true,"source":"https://www.adverity.com/analytics-platform/data-security","evidence":"We offer hosting in secure facilities in both the European Union and the United States"},"headquarters":{"value":"Vienna, Austria","source":"https://www.linkedin.com/company/myadverity","evidence":"Headquarters Vienna Type Privately Held Founded 2015"},"founded":{"value":2015,"source":"https://www.linkedin.com/company/myadverity","evidence":"Headquarters Vienna Type Privately Held Founded 2015"},"capterraRating":{"value":{"stars":4.5,"reviews":26},"source":"https://www.capterra.com/p/162524/DataTap/reviews/","evidence":"Adverity 4.5 (26) Visit Website Free Demo"},"contract":{"value":"Fixed term per contract; auto-renews for at least one year","source":"https://www.adverity.com/msa-dpa-gmbh","evidence":"all Subscriptions automatically renew for additional periods equal to the expiring Subscription Term or one year (whichever is longer)"},"refundPolicy":{"value":"Prepaid fees refunded if customer terminates for cause","source":"https://www.adverity.com/msa-dpa-gmbh","evidence":"Upon Termination for Cause by Customer, Adverity refunds prepaid Fees covering the remainder of the Term after the Effective Date of Termination."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/adverity","compare":"https://www.causalityengine.ai/compare/adverity","switchFrom":"https://www.causalityengine.ai/switch-from/adverity"}},{"slug":"agency-analytics","name":"AgencyAnalytics","homepage":"https://agencyanalytics.com/","tagline":"Automated client reporting platform for agencies","method":"Client reporting dashboards","startingPrice":"$20 per client/mo (billed annually)","pricingModel":"One core plan priced per client per month (20% saving when billed annually), with add-ons and volume pricing for 25+ clients","pricingSource":{"url":"https://agencyanalytics.com/pricing","read":"2026-10-12"},"setup":"Connect client data integrations (85+ marketing platforms)","bestFor":"Marketing agencies reporting to multiple clients","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"$20 per client/mo (billed annually)","source":"https://agencyanalytics.com/pricing"},"flatPrice":{"value":"No","note":"Priced on the clients you manage","source":"https://agencyanalytics.com/pricing"},"moneyBack":{"value":"30-day money-back guarantee","note":null,"source":"https://agencyanalytics.com/pricing"}},"shortAnswer":"Keep AgencyAnalytics. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of AgencyAnalytics' client reporting dashboards, for €99.","facts":{"readsGA4":{"value":true,"source":"https://agencyanalytics.com/integrations/google-analytics","evidence":"An example of the customizable Google Analytics 4 reporting tool to automate GA4 client reports and dashboards with real-time data."},"platforms":{"value":["Shopify","WooCommerce","BigCommerce"],"source":"https://agencyanalytics.com/integrations/shopify","evidence":"The Shopify reporting tool tracks sales, revenue, and product performance."},"selfServeSignup":{"value":true,"source":"https://agencyanalytics.com/pricing","evidence":"Start Free Trial Contact Sales Free 14-day trial. No credit card required."},"freeTrialOrPlan":{"value":"14-day free trial","source":"https://agencyanalytics.com/pricing","evidence":"Free 14-day trial. No credit card required."},"contract":{"value":"Monthly or annual","source":"https://agencyanalytics.com/pricing","evidence":"For monthly plans, there's no commitment - you can cancel anytime ... Annual plans come with a discount but require a 1-year commitment"},"headquarters":{"value":"Toronto, Canada","source":"https://agencyanalytics.com/company/contact","evidence":"Office Address 134 Peter Street, Suite 1302 Toronto , ON , Canada M5V 2H2"},"founded":{"value":2010,"source":"https://agencyanalytics.com/company/about","evidence":"2010 Founded 7,000+ Trusted Agencies 115+ Team Members 85+ Integrations"},"capterraRating":{"value":{"stars":4.8,"reviews":116},"source":"https://www.capterra.com/p/158746/Agency-Analytics/reviews/","evidence":"AgencyAnalytics 4.8 (116) Visit Website Free Demo"},"refundPolicy":{"value":"30-day money-back guarantee","source":"https://agencyanalytics.com/pricing","evidence":"And if AgencyAnalytics isn't the right fit, we offer a 30-day money-back guarantee, no questions asked."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/agency-analytics","compare":"https://www.causalityengine.ai/compare/agency-analytics","switchFrom":"https://www.causalityengine.ai/switch-from/agency-analytics"}},{"slug":"amplitude","name":"Amplitude","homepage":"https://amplitude.com","tagline":"Digital analytics and product intelligence","method":"Event-based product analytics + experimentation","startingPrice":"Free plan; Plus from $0","pricingModel":"Free (2M events a month); Plus starts at $0 and scales with event volume; Growth and Enterprise custom","pricingSource":{"url":"https://amplitude.com/pricing","read":"2026-10-12"},"setup":"SDK or tracking snippet install","bestFor":"Product and growth teams optimizing digital experiences","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"Free plan; Plus from $0","source":"https://amplitude.com/pricing"},"flatPrice":{"value":"No","note":"Priced on your traffic or events","source":"https://amplitude.com/pricing"},"moneyBack":{"value":"Plus plan: fees are non-refundable","note":null,"source":"https://amplitude.com/plus-plan-terms"}},"shortAnswer":"Keep Amplitude. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Amplitude's event-based product analytics + experimentation, for €99.","facts":{"multiTouch":{"value":true,"source":"https://amplitude.com/docs/analytics/charts/data-tables/data-tables-attribute-credit","evidence":"Linear: Distributes credit for the selected metric equally across all property values within the selected lookback window"},"serverSideTracking":{"value":true,"source":"https://amplitude.com/docs/sdks","evidence":"Node.js SDK: Server-side Node.js services, APIs, and backends with TypeScript or JavaScript."},"readsGA4":{"value":true,"source":"https://amplitude.com/docs/data/source-catalog/ga4","evidence":"With Amplitude's Google Analytics 4 integration, you can ingest Google Analytics 4 data into your Amplitude project."},"platforms":{"value":["Shopify"],"source":"https://amplitude.com/docs/data/amplitude-shopify-plugin","evidence":"Amplitude Shopify Plugin brings data from your Shopify store into Amplitude"},"freeTrialOrPlan":{"value":"Free plan (2M events/month, no time limit); no separate free trial","source":"https://amplitude.com/pricing","evidence":"It's not a trial. There's no time limit."},"contract":{"value":"Monthly or annual","source":"https://amplitude.com/docs/faq/billing-and-plans","evidence":"renews automatically every 12 months on the annual plan, or the first of every month on the monthly plan."},"euDataResidency":{"value":true,"source":"https://amplitude.com/pricing","evidence":"EU data center option Included Included Included Included"},"headquarters":{"value":"San Francisco, United States","source":"https://amplitude.com/contact","evidence":"Headquarters Amplitude Inc. 201 3rd Street, Suite 200 San Francisco, CA 94103 United States"},"founded":{"value":2012,"source":"https://amplitude.com/company","evidence":"2012: Amplitude's co-founders are accepted into Y Combinator (YC W12)"},"capterraRating":{"value":{"stars":4.6,"reviews":68},"source":"https://www.capterra.com/p/158741/Amplitude/","evidence":"4.6 (68) ... Overall rating Based on 68 user reviews"},"shopifyAppRating":{"value":{"stars":3.3,"reviews":6},"source":"https://apps.shopify.com/amplitude","evidence":"Amplitude: Customer Analytics ... Rating 3.3 (6) Developer Amplitude"},"selfServeSignup":{"value":true,"source":"https://amplitude.com/pricing","evidence":"Free 2M Events/month forever. Start for free No Credit Card required."},"refundPolicy":{"value":"Plus plan: fees are non-refundable","source":"https://amplitude.com/plus-plan-terms","evidence":"All payment obligations are non-cancelable, and all Fees paid are non-refundable."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/amplitude","compare":"https://www.causalityengine.ai/compare/amplitude","switchFrom":"https://www.causalityengine.ai/switch-from/amplitude"}},{"slug":"analyzify","name":"Analyzify","homepage":"https://analyzify.com","tagline":"Shopify analytics setup and tracking","method":"GA4 + GTM tracking implementation","startingPrice":"$109/mo","pricingModel":"Standard $109/mo and Plus $206/mo billed annually ($145 and $275 monthly), by monthly order volume","pricingSource":{"url":"https://analyzify.com/pricing","read":"2026-10-12"},"setup":"1 to 2 weeks (managed setup)","bestFor":"Shopify merchants wanting proper GA4/GTM implementation","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"$109/mo","source":"https://analyzify.com/pricing"},"flatPrice":{"value":"No","note":"Priced on your order volume","source":"https://analyzify.com/pricing"},"moneyBack":{"value":"Strict no-refund policy; all sales final","note":null,"source":"https://analyzify.com/terms"}},"shortAnswer":"Keep Analyzify. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Analyzify's GA4 + GTM tracking implementation, for €99.","facts":{"multiTouch":{"value":true,"source":"https://analyzify.com/features/purchase-attribution-report","evidence":"Every touchpoint in the journey gets equal credit."},"postPurchaseSurvey":{"value":true,"source":"https://analyzify.com/pricing","evidence":"Post-Purchase Surveys Ask customers how they found you, right after purchase"},"serverSideTracking":{"value":true,"source":"https://analyzify.com/pricing","evidence":"Purchase data routes through Analyzify's servers to GA4, Meta, and TikTok."},"needsPixelOrSdk":{"value":true,"source":"https://analyzify.com/pricing","evidence":"One pixel handles all platform integrations. Updates deploy automatically - no code changes needed."},"readsGA4":{"value":true,"source":"https://analyzify.com/pricing","evidence":"GA4, Google Ads, Meta, TikTok, and Search Console data in one dashboard inside Shopify."},"platforms":{"value":["Shopify"],"source":"https://analyzify.com/pricing","evidence":"Accurate server-side tracking, purchase attribution, and marketing analytics for Shopify."},"selfServeSignup":{"value":true,"source":"https://analyzify.com/pricing","evidence":"Yes. The guided flow is built for self-setup and usually takes 5-10 minutes."},"freeTrialOrPlan":{"value":"No free trial","source":"https://analyzify.com/pricing","evidence":"We do not provide a traditional free trial."},"contract":{"value":"Monthly or annual","source":"https://analyzify.com/pricing","evidence":"Professional Implementation: free with yearly plans, $295 one-time add-on for monthly plans."},"headquarters":{"value":"Tallinn, Estonia","source":"https://analyzify.com/dpa","evidence":"a company incorporated under the laws of Estonia, with its registered address at Pärnu mnt 12, Tallinn, Estonia"},"capterraRating":{"value":{"stars":5,"reviews":14},"source":"https://www.capterra.com/p/254140/Analyzify/","evidence":"Overall rating Based on 14 user reviews See all reviews 5.0"},"shopifyAppRating":{"value":{"stars":4.7,"reviews":313},"source":"https://apps.shopify.com/analyzify","evidence":"Rating 4.7 (313)"},"founded":{"value":2017,"source":"https://ariregister.rik.ee/eng/company/14383462","evidence":"SOLVERHOOD OÜ (14383462) ... Registered 04.12.2017"},"refundPolicy":{"value":"Strict no-refund policy; all sales final","source":"https://analyzify.com/terms","evidence":"We maintain a strict no-refund policy. All sales are final."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/analyzify","compare":"https://www.causalityengine.ai/compare/analyzify","switchFrom":"https://www.causalityengine.ai/switch-from/analyzify"}},{"slug":"appsflyer","name":"AppsFlyer","homepage":"https://www.appsflyer.com","tagline":"Mobile attribution and marketing analytics","method":"Mobile measurement partner (MMP) attribution","startingPrice":"Free plan; Growth $0.07 per conversion","pricingModel":"Zero (free), Growth pay-as-you-go at $0.07 per conversion after a free welcome package, Enterprise custom","pricingSource":{"url":"https://www.appsflyer.com/pricing/","read":"2026-10-12"},"setup":"1 to 2 weeks (SDK integration)","bestFor":"Mobile app marketers and gaming companies","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Usage-based","note":"Free plan; Growth $0.07 per conversion","source":"https://www.appsflyer.com/pricing/"},"flatPrice":{"value":"No","note":"Priced on conversions","source":"https://www.appsflyer.com/pricing/"},"moneyBack":{"value":"Fees are non-refundable","note":null,"source":"https://www.appsflyer.com/legal/terms-of-use/"}},"shortAnswer":"Keep AppsFlyer. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of AppsFlyer's mobile measurement partner (MMP) attribution, for €99.","facts":{"multiTouch":{"value":true,"source":"https://www.appsflyer.com/pricing/","evidence":"Attribution Mobile attribution Real-time mobile measurement and reporting Multi-touch attribution"},"incrementalityTests":{"value":true,"source":"https://www.appsflyer.com/products/measurement/incrementality/","evidence":"Unify last-touch attribution with automated incrementality testing for the complete picture."},"serverSideTracking":{"value":true,"source":"https://www.appsflyer.com/products/measurement/web-attribution/","evidence":"Send high-value web events via server-to-server postbacks to Google, Meta, TikTok, Snap, and X"},"selfServeSignup":{"value":true,"source":"https://www.appsflyer.com/pricing/","evidence":"Zero Sign up Growth Sign up Enterprise Request a demo"},"contract":{"value":"Pay-as-you-go (Growth, $0.07 per conversion); custom pricing (Enterprise)","source":"https://www.appsflyer.com/pricing/","evidence":"Following the Welcome Package, conversions are priced at $0.07 each."},"headquarters":{"value":"San Francisco, United States","source":"https://www.linkedin.com/company/appsflyerhq","evidence":"Headquarters San Francisco, CA Type Privately Held"},"founded":{"value":2011,"source":"https://www.appsflyer.com/company/about/","evidence":"2011: The beginning When we started, the app economy was taking shape"},"capterraRating":{"value":{"stars":4.5,"reviews":138},"source":"https://www.capterra.com/p/156811/AppsFlyer/","evidence":"AppsFlyer Software Review 2026: Features, Integrations, Pros & Cons 4.5 ( 138 )"},"freeTrialOrPlan":{"value":"Free plan (Zero)","source":"https://www.appsflyer.com/pricing/","evidence":"Free Zero Ideal for apps seeking a simple tool for owned media activities*"},"refundPolicy":{"value":"Fees are non-refundable","source":"https://www.appsflyer.com/legal/terms-of-use/","evidence":"All amounts owed to AppsFlyer are non-cancellable and fees paid are non-refundable, except as explicitly otherwise stated in the Agreement."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/appsflyer","compare":"https://www.causalityengine.ai/compare/appsflyer","switchFrom":"https://www.causalityengine.ai/switch-from/appsflyer"}},{"slug":"attribuly","name":"Attribuly","homepage":"https://attribuly.com","tagline":"Klaviyo cart recovery for Shopify, with ad attribution","method":"First-party pixel + UTM tracking","startingPrice":"Free plan; paid from $8/mo billed annually","pricingModel":"Pro priced on events (credits), from $8 a month billed annually ($99 a year); its Shopify listing shows other plans","pricingSource":{"url":"https://attribuly.com/pricing/","read":"2026-10-12"},"setup":"15 minutes","bestFor":"Shopify stores on Klaviyo that want to recover abandoned carts, with ad attribution alongside","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"Free plan; paid from $8/mo billed annually","source":"https://attribuly.com/pricing/"},"flatPrice":{"value":"No","note":"Priced on your traffic or events","source":"https://attribuly.com/pricing/"},"moneyBack":null},"shortAnswer":"Keep Attribuly. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Attribuly's first-party pixel + UTM tracking, for €99.","facts":{"multiTouch":{"value":true,"source":"https://attribuly.com/pricing/","evidence":"Multi-touch attribution across all channels"},"needsPixelOrSdk":{"value":true,"source":"https://support.attribuly.com/en/articles/6474528-attribution-models-with-attribuly-pixel","evidence":"The Attribuly pixel tracks and collect data after installation"},"readsGA4":{"value":true,"source":"https://attribuly.com/compare/attribuly-vs-google-analytics-4/","evidence":"Attribuly uses server-side purchase signals to reduce the gap and can send cleaner conversion signals back to GA4"},"selfServeSignup":{"value":true,"source":"https://attribuly.com/pricing/","evidence":"No charges during trial. Cancel anytime. Start 7-day free trial"},"freeTrialOrPlan":{"value":"Free plan; 7-day free trial on Pro","source":"https://attribuly.com/pricing/","evidence":"Feature Free plan Pro plan $8/month, with 7-day free trial Start free trial"},"contract":{"value":"Monthly or annual","source":"https://attribuly.com/pricing/","evidence":"You only pay the monthly or annual subscription fee."},"founded":{"value":2022,"source":"https://www.linkedin.com/company/attribuly/","evidence":"Founded 2022"},"shopifyAppRating":{"value":{"stars":4.8,"reviews":167},"source":"https://apps.shopify.com/attribuly","evidence":"4.8 (167)"},"serverSideTracking":{"value":true,"source":"https://attribuly.com/","evidence":"Attribuly uses server-side tracking to recover shoppers missed by browser pixels and turn them into enriched retargeting audiences across Klaviyo, Meta, Google, and more."},"platforms":{"value":["Shopify","WooCommerce"],"source":"https://attribuly.com/integrations-list/","evidence":"Featured by Shopify No registration required Connect now Learn more WooCommerce Free More accurate attribution and larger event signals for WordPress stores."},"headquarters":{"value":"Boston, United States","source":"https://www.linkedin.com/company/attribuly/","evidence":"Headquarters Boston Type Privately Held Founded 2022"}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/attribuly","compare":"https://www.causalityengine.ai/compare/attribuly","switchFrom":"https://www.causalityengine.ai/switch-from/attribuly"}},{"slug":"attribution-app","name":"Attribution App","homepage":"https://www.attributionapp.com","tagline":"Multi-touch attribution for marketers","method":"Rules-based + algorithmic multi-touch attribution","startingPrice":"$199/mo","pricingModel":"Shopify plan from $199/mo; Pro from $399/mo; optional setup $2,500 to $5,000","pricingSource":{"url":"https://www.attributionapp.com/pricing/","read":"2026-10-12"},"setup":"1 to 2 weeks","bestFor":"Mid-market brands wanting multi-touch attribution reports","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"$199/mo","source":"https://www.attributionapp.com/pricing/"},"flatPrice":null,"moneyBack":{"value":"No refund on termination or expiration","note":null,"source":"https://www.attributionapp.com/msa/"}},"shortAnswer":"Keep Attribution App. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Attribution App's rules-based + algorithmic multi-touch attribution, for €99.","facts":{"multiTouch":{"value":true,"source":"https://www.attributionapp.com/pricing/","evidence":"All 5 attribution models - first & last touch, linear, time decay, position-based"},"serverSideTracking":{"value":true,"source":"https://www.attributionapp.com/plans/shopify/","evidence":"Attribution's Conversion API automatically sends attribution-weighted conversion data back to Google Ads, Meta Ads, LinkedIn Ads, and Microsoft Ads daily via each platform's server-side API"},"platforms":{"value":["Shopify","WooCommerce","BigCommerce"],"source":"https://www.attributionapp.com/multi-touch-attribution-software/","evidence":"Ecommerce Shopify BigCommerce WooCommerce Auto-install, client-side + server-side tracking, orders and subscriptions"},"selfServeSignup":{"value":true,"source":"https://www.attributionapp.com/pricing/","evidence":"Start 14-day trial"},"freeTrialOrPlan":{"value":"14-day free trial","source":"https://www.attributionapp.com/pricing/","evidence":"Shopify - 14-day free trial"},"contract":{"value":"Monthly or annual","source":"https://www.attributionapp.com/pricing/","evidence":"Yes - save 16% when billed annually on the Pro or Shopify plan."},"headquarters":{"value":"Corte Madera, United States","source":"https://www.attributionapp.com/privacy/","evidence":"Attribution Inc. 145 Corte Madera Town Cntr. #445 Corte Madera, CA 94925"},"founded":{"value":2014,"source":"https://www.linkedin.com/company/attribution/","evidence":"Founded 2014"},"capterraRating":{"value":{"stars":4.7,"reviews":12},"source":"https://www.capterra.com/p/147753/Attribution/","evidence":"Overall rating Based on 12 user reviews See all reviews 4.7"},"shopifyAppRating":{"value":{"stars":4.8,"reviews":9},"source":"https://apps.shopify.com/attribution","evidence":"Rating 4.8 (9)"},"refundPolicy":{"value":"No refund on termination or expiration","source":"https://www.attributionapp.com/msa/","evidence":"No expiration or termination of this Agreement will affect Customer's obligation to pay all Fees … or entitle Customer to any refund."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/attribution-app","compare":"https://www.causalityengine.ai/compare/attribution-app","switchFrom":"https://www.causalityengine.ai/switch-from/attribution-app"}},{"slug":"beprofit","name":"BeProfit","homepage":"https://beprofit.ai/","tagline":"Profit analytics across all your stores","method":"Profit analytics with UTM attribution","startingPrice":"$49/mo","pricingModel":"Tiered plans from $49/mo (Basic), billed monthly or yearly with 20% off","pricingSource":{"url":"https://apps.shopify.com/beprofit-profit-tracker","read":"2026-10-12"},"setup":"Connect store, ad and shipping platforms (Shopify app available)","bestFor":"eCommerce merchants running multiple stores","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"$49/mo","source":"https://apps.shopify.com/beprofit-profit-tracker"},"flatPrice":null,"moneyBack":{"value":"Fees are non-refundable","note":null,"source":"https://beprofit.ai/terms-and-conditions.php"}},"shortAnswer":"Keep BeProfit. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of BeProfit's profit analytics with UTM attribution, for €99.","facts":{"selfServeSignup":{"value":true,"source":"https://beprofit.ai/","evidence":"Start 14-Day Free Trial"},"freeTrialOrPlan":{"value":"14-day free trial","source":"https://beprofit.ai/pricing","evidence":"All plans include a 14-day free trial."},"contract":{"value":"Monthly or annual","source":"https://apps.shopify.com/beprofit-profit-tracker","evidence":"Basic Plan $49 / month or $468/year and save 20%"},"founded":{"value":2020,"source":"https://www.linkedin.com/company/beprofit-co/","evidence":"Headquarters Wilmington, Delaware Type Privately Held Founded 2020"},"capterraRating":{"value":{"stars":5,"reviews":4},"source":"https://www.capterra.com/p/214079/BeProfit/","evidence":"5.0 Based on 4 reviews"},"shopifyAppRating":{"value":{"stars":4.5,"reviews":204},"source":"https://apps.shopify.com/beprofit-profit-tracker","evidence":"Rating 4.5 (204)"},"platforms":{"value":["Shopify","WooCommerce","Amazon"],"source":"https://apps.shopify.com/beprofit-profit-tracker","evidence":"Works with Amazon ... View store data: Customers, products, orders, Shopify Payments"},"headquarters":{"value":"Cary, United States","source":"https://beprofit.ai/privacy-policy.php","evidence":"Our offices are located at 215 East Chatham Street, Suite 215, Cary, NC"},"refundPolicy":{"value":"Fees are non-refundable","source":"https://beprofit.ai/terms-and-conditions.php","evidence":"Paid Subscriptions fees are non refundable."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/beprofit","compare":"https://www.causalityengine.ai/compare/beprofit","switchFrom":"https://www.causalityengine.ai/switch-from/beprofit"}},{"slug":"billy-grace","name":"Billy Grace","homepage":"https://www.billygrace.com/","tagline":"Tracking, attribution, analytics and optimisation platform","method":"First-party pixel and MTA combined with MMM","startingPrice":"€499/mo","pricingModel":"Six tiers priced by monthly ad spend (Launch €499/mo up to €25,000 ad spend, through Professional €3,250/mo; Enterprise custom), every tier via 'Book a demo', with €99 add-ons","pricingSource":{"url":"https://www.billygrace.com/pricing/","read":"2026-10-12"},"setup":"Install the Billy Pixel (Google Tag Manager, or Shopify-specific install) and connect channel and backend integrations","bestFor":"Companies with €15k+ monthly ad spend and 300+ conversions","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"€499/mo","source":"https://www.billygrace.com/pricing/"},"flatPrice":{"value":"No","note":"Priced on your ad spend","source":"https://www.billygrace.com/pricing/"},"moneyBack":{"value":"Fees are non-refundable","note":null,"source":"https://www.billygrace.com/terms-conditions/"}},"shortAnswer":"Keep Billy Grace. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Billy Grace's first-party pixel and MTA combined with MMM, for €99.","facts":{"multiTouch":{"value":true,"source":"https://www.billygrace.com/attribution/","evidence":"Our MTA model employs advanced deep learning to accurately assign value to each click interaction along the customer journey"},"mixModel":{"value":true,"source":"https://www.billygrace.com/attribution/","evidence":"With UMM, we integrate Multi-Touch Attribution (MTA) with Marketing Mix Modeling (MMM) on a granular level."},"incrementalityTests":{"value":true,"source":"https://www.billygrace.com/incrementality-testing/","evidence":"A geo holdout test reveals what's really driving your revenue, so your decisions are backed by proof."},"serverSideTracking":{"value":true,"source":"https://help.billygrace.com/en/articles/11383084-server-side-tagging-sst","evidence":"Server-side tagging sends Billy Pixel data from your server instead of directly from the browser."},"needsPixelOrSdk":{"value":true,"source":"https://www.billygrace.com/feature-overview/","evidence":"By using first-party data and machine learning models for session stitching, our pixel is prepared for the cookieless future"},"platforms":{"value":["Shopify","WooCommerce","BigCommerce","Magento / Adobe Commerce","Salesforce Commerce Cloud"],"source":"https://www.billygrace.com/integrations/","evidence":"E-commerce Salesforce Commerce Cloud … E-commerce Magento2 (Adobe Commerce) … E-commerce BigCommerce … E-commerce WooCommerce … E-commerce Shopify"},"selfServeSignup":{"value":false,"source":"https://www.billygrace.com/pricing/","evidence":"Launch €499 /month Ad spend p/m: €25.000 Pageviews p/m: Custom events: 3 Book a demo"},"freeTrialOrPlan":{"value":"Demo only","source":"https://www.billygrace.com/pricing/","evidence":"Launch €499 /month Ad spend p/m: €25.000 Pageviews p/m: Custom events: 3 Book a demo"},"contract":{"value":"Annual (12-month minimum, auto-renews)","source":"https://www.billygrace.com/terms-conditions/","evidence":"The Agreement is entered into for an initial term of at least twelve (12) months and will be automatically renewed"},"headquarters":{"value":"Amsterdam, Netherlands","source":"https://www.billygrace.com/about/","evidence":"We are a fast-growing AI start-up based in Amsterdam that was founded in 2022 by three online marketers"},"founded":{"value":2022,"source":"https://www.billygrace.com/about/","evidence":"We are a fast-growing AI start-up based in Amsterdam that was founded in 2022 by three online marketers"},"euDataResidency":{"value":true,"source":"https://www.billygrace.com/terms-conditions/","evidence":"The servers where Billy Grace stores its data are located in Ireland. This applies to both Billy Grace's data centre and their servers."},"refundPolicy":{"value":"Fees are non-refundable","source":"https://www.billygrace.com/terms-conditions/","evidence":"Pre-paid amounts are non-refundable, except in cases where the Customer terminates due to an uncured breach by Billy Grace."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/billy-grace","compare":"https://www.causalityengine.ai/compare/billy-grace","switchFrom":"https://www.causalityengine.ai/switch-from/billy-grace"}},{"slug":"branch","name":"Branch","homepage":"https://www.branch.io","tagline":"Mobile linking and attribution platform","method":"Deep-link-based mobile attribution","startingPrice":"No public pricing","pricingModel":"Three tiers (Basics, Essentials, Enterprise) with no prices shown; Essentials and Enterprise through a demo","pricingSource":{"url":"https://www.branch.io/pricing/","read":"2026-10-12"},"setup":"1 to 2 weeks (SDK integration)","bestFor":"Mobile apps needing deep linking and attribution","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"No public price","note":"Quoted through sales","source":null},"flatPrice":null,"moneyBack":{"value":"Fees are non-refundable","note":null,"source":"https://legal.branch.io/saas/branch-saas-main-services-agreement/"}},"shortAnswer":"Keep Branch. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Branch's deep-link-based mobile attribution, for €99.","facts":{"multiTouch":{"value":true,"source":"https://www.branch.io/pricing/","evidence":"move to Essential or Enterprise as you require advanced features like multi-touch attribution, fraud reporting, or CTV measurement."},"serverSideTracking":{"value":true,"source":"https://help.branch.io/marketer-hub/meta-ads-web-conversions-api-new","evidence":"Meta Web CAPI enables Branch to forward web conversion events to Meta's Conversions API"},"needsPixelOrSdk":{"value":true,"source":"https://www.branch.io/about/","evidence":"Some Branch capabilities require an SDK for in-app measurement, while others such as links, QR codes, and web journeys can be implemented without one."},"selfServeSignup":{"value":true,"source":"https://www.branch.io/pricing/","evidence":"Is there a free trial for Branch? Yes. You can start with a free trial on the Basics plan"},"freeTrialOrPlan":{"value":"Free trial on Basics plan (30 days per help center)","source":"https://www.branch.io/pricing/","evidence":"You can start with a free trial on the Basics plan to begin measuring your first campaigns"},"contract":{"value":"Monthly (self-serve, billed in arrears)","source":"https://help.branch.io/account-hub/billing-overview","evidence":"Your Branch billing cycle is recurrent and occurs monthly on the 1st of every month."},"euDataResidency":{"value":true,"source":"https://help.branch.io/account-hub/eu-hosted-data-for-new-enterprise-customers","evidence":"Data received by Branch (including PII) will be stored in the EU."},"headquarters":{"value":"Mountain View, United States","source":"https://www.linkedin.com/company/branch-metrics","evidence":"Headquarters Mountain View, California Type Privately Held"},"capterraRating":{"value":{"stars":4.1,"reviews":22},"source":"https://www.capterra.com/p/167545/Branch/","evidence":"Branch Metrics Software Review 2026: Features, Integrations, Pros & Cons 4.1 ( 22 )"},"refundPolicy":{"value":"Fees are non-refundable","source":"https://legal.branch.io/saas/branch-saas-main-services-agreement/","evidence":"Except as otherwise specified in an Order Form, … payment obligations are non-cancelable and Fees paid are non-refundable"}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/branch","compare":"https://www.causalityengine.ai/compare/branch","switchFrom":"https://www.causalityengine.ai/switch-from/branch"}},{"slug":"cometly","name":"Cometly","homepage":"https://www.cometly.com","tagline":"Attribution built for B2B SaaS","method":"First-party pixel + server-side tracking","startingPrice":"$750/mo","pricingModel":"Usage-based on monthly pageviews and quoted on a call, with Core starting at $750/mo; monthly or annual billing; no free trial","pricingSource":{"url":"https://www.cometly.com/affiliates","read":"2026-09-26"},"setup":"Guided onboarding (no self-serve trial)","bestFor":"B2B SaaS teams (Stripe- and CRM-native), not primarily ecommerce","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"$750/mo","source":"https://www.cometly.com/affiliates"},"flatPrice":{"value":"No","note":"Priced on your traffic or events","source":"https://www.cometly.com/affiliates"},"moneyBack":{"value":"Fees are non-refundable","note":null,"source":"https://www.cometly.com/terms"}},"shortAnswer":"Keep Cometly. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Cometly's first-party pixel + server-side tracking, for €99.","facts":{"multiTouch":{"value":true,"source":"https://www.cometly.com/pricing","evidence":"Core … Pixel Server-Side Tracking Multi-Touch Attribution Events"},"serverSideTracking":{"value":true,"source":"https://www.cometly.com/pricing","evidence":"Both plans include unlimited connections to Meta, Google, LinkedIn, TikTok, Microsoft, Reddit, and Snapchat, including server-side Conversion API."},"needsPixelOrSdk":{"value":true,"source":"https://help.cometly.com/en/articles/10340439-install-verify-cometly-pixel","evidence":"This pixel must be placed in the <head> section of every website that you want to track."},"platforms":{"value":["Shopify","WooCommerce","BigCommerce","Magento / Adobe Commerce","Wix"],"source":"https://www.cometly.com/integrations","evidence":"Shopify … WooCommerce … Track Wix form submissions and store purchases … Pipe BigCommerce orders into Cometly attribution … Track Magento purchases"},"freeTrialOrPlan":{"value":"No free trial","source":"https://www.cometly.com/pricing","evidence":"We don't run a free trial because attribution requires CRM and ad-platform setup to be useful."},"contract":{"value":"Monthly or annual","source":"https://www.cometly.com/pricing","evidence":"Core and Enterprise are both available on monthly or annual billing. Pay annually and save 20%."},"headquarters":{"value":"Newtown, United States","source":"https://www.linkedin.com/company/cometly/","evidence":"Headquarters Newtown, Pennsylvania"},"founded":{"value":2021,"source":"https://www.linkedin.com/company/cometly/","evidence":"Founded 2021"},"refundPolicy":{"value":"Fees are non-refundable","source":"https://www.cometly.com/terms","evidence":"All fees, including subscription fees, overage charges, and Add-On fees, are non-refundable unless otherwise required by applicable law or expressly agreed in writing by Cometly."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/cometly","compare":"https://www.causalityengine.ai/compare/cometly","switchFrom":"https://www.causalityengine.ai/switch-from/cometly"}},{"slug":"converge","name":"Converge","homepage":"https://www.runconverge.com","tagline":"Server-side tracking infrastructure","method":"Server-side event tracking + data routing","startingPrice":"Custom (demo required)","pricingModel":"Quote-based; demo required","pricingSource":{"url":"https://www.runconverge.com/pricing","read":"2026-09-08"},"setup":"30 to 60 minutes","bestFor":"DTC brands wanting clean server-side data pipelines","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"No public price","note":"Quoted through sales","source":null},"flatPrice":null,"moneyBack":{"value":"Fees are non-refundable","note":null,"source":"https://docs.runconverge.com/legal/terms"}},"shortAnswer":"Keep Converge. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Converge's server-side event tracking + data routing, for €99.","facts":{"multiTouch":{"value":true,"source":"https://www.runconverge.com/pricing","evidence":"Multi-touch Attribution Real-time data 13+ attribution models"},"serverSideTracking":{"value":true,"source":"https://www.runconverge.com/integrations","evidence":"Meta Accurately track your conversions in Meta with enriched server-side tracking."},"needsPixelOrSdk":{"value":true,"source":"https://docs.runconverge.com/sources/website-integrations/shopify","evidence":"Install the Shopify Website Pixel"},"platforms":{"value":["Shopify","WooCommerce","BigCommerce","Magento / Adobe Commerce","Salesforce Commerce Cloud","Amazon"],"source":"https://www.runconverge.com/integrations","evidence":"Sync Amazon orders… Track BigCommerce sessions, orders… Connect your Magento store. Connect your Salesforce Commerce Cloud. Connect your Shopify… Connect your WooCommerce store."},"selfServeSignup":{"value":false,"source":"https://www.runconverge.com/pricing","evidence":"Agentic Marketing ... Book a demo ... Marketing Reporting ... Book a demo ... Data Infrastructure ... Book a demo"},"freeTrialOrPlan":{"value":"Demo only","source":"https://www.runconverge.com/pricing","evidence":"See Converge in action Book a demo"},"headquarters":{"value":"New York, United States","source":"https://www.ycombinator.com/companies/converge","evidence":"Location: New York City, NY"},"founded":{"value":2022,"source":"https://www.ycombinator.com/companies/converge","evidence":"Founded: 2022"},"refundPolicy":{"value":"Fees are non-refundable","source":"https://docs.runconverge.com/legal/terms","evidence":"You will pay Converge the Fees as set forth on the relevant Order Form. All Fees are non-refundable"}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/converge","compare":"https://www.causalityengine.ai/compare/converge","switchFrom":"https://www.causalityengine.ai/switch-from/converge"}},{"slug":"daasity","name":"Daasity","homepage":"https://www.daasity.com","tagline":"Ecommerce data and analytics platform","method":"Data centralization + BI reporting","startingPrice":"$1,499/mo","pricingModel":"Starter Essentials $1,499/mo and Essentials $1,999/mo, both self service; Enterprise custom","pricingSource":{"url":"https://www.daasity.com/pricing-2026","read":"2026-10-12"},"setup":"1 to 2 weeks","bestFor":"DTC brands wanting centralized data and BI dashboards","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"$1,499/mo","source":"https://www.daasity.com/pricing-2026"},"flatPrice":null,"moneyBack":{"value":"Pro-rata refund of prepaid fees if a change materially reduces the Services","note":null,"source":"https://www.daasity.com/terms-conditions"}},"shortAnswer":"Keep Daasity. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Daasity's data centralization + BI reporting, for €99.","facts":{"readsGA4":{"value":true,"source":"https://help.daasity.com/advanced/marketing-attribution/first-click-last-click-and-assisted-attribution","evidence":"Standard last click attribution will come from the Google Analytics and Google Analytics 4 via API integrations."},"platforms":{"value":["Shopify","BigCommerce","Magento / Adobe Commerce","Salesforce Commerce Cloud","Amazon"],"source":"https://www.daasity.com/integrations","evidence":"Amazon Vendor Central ... BigCommerce ... Magento ... Salesforce Commerce Cloud ... Shopify"},"selfServeSignup":{"value":true,"source":"https://apps.shopify.com/daasity","evidence":"Daasity Reporting & Analytics Pricing $1,899/month. Free trial available. ... Install"},"freeTrialOrPlan":{"value":"14-day free trial (via Shopify App Store)","source":"https://apps.shopify.com/daasity","evidence":"Unify digital & retail data in one view. 14-day free trial"},"contract":{"value":"Monthly (billed every 30 days via Shopify)","source":"https://apps.shopify.com/daasity","evidence":"All charges are billed in USD. Recurring and usage-based charges are billed every 30 days."},"headquarters":{"value":"San Diego, United States","source":"https://www.linkedin.com/company/daasity/","evidence":"Headquarters San Diego, California"},"founded":{"value":2017,"source":"https://www.daasity.com/about","evidence":"Founded in 2017, Daasity is the first and only eCommerce analytics platform built exclusively for consumer product brands"},"shopifyAppRating":{"value":{"stars":4.6,"reviews":52},"source":"https://apps.shopify.com/daasity","evidence":"Rating 4.6 (52) Developer Daasity"},"refundPolicy":{"value":"Pro-rata refund of prepaid fees if a change materially reduces the Services","source":"https://www.daasity.com/terms-conditions","evidence":"modification materially reduces the functionality or performance of the Services, Customer shall have the right to terminate … receive a pro‑rata refund of prepaid fees"}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/daasity","compare":"https://www.causalityengine.ai/compare/daasity","switchFrom":"https://www.causalityengine.ai/switch-from/daasity"}},{"slug":"databox","name":"Databox","homepage":"https://databox.com","tagline":"Business analytics dashboards","method":"KPI dashboarding (no attribution modeling)","startingPrice":"Free plan; paid from $71/mo billed annually","pricingModel":"Free; Analyst $71, Team Core $199, Team Scale $319 a month billed annually; monthly billing also offered","pricingSource":{"url":"https://databox.com/pricing","read":"2026-10-12"},"setup":"30 minutes","bestFor":"Teams wanting KPI dashboards across multiple data sources","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"Free plan; paid from $71/mo billed annually","source":"https://databox.com/pricing"},"flatPrice":null,"moneyBack":{"value":"Fees are non-refundable","note":null,"source":"https://databox.com/terms-of-service"}},"shortAnswer":"Keep Databox. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Databox's KPI dashboarding (no attribution modeling), for €99.","facts":{"needsPixelOrSdk":{"value":false,"source":"https://databox.com/pricing","evidence":"Sync data from popular tools like HubSpot, Google Analytics 4, Facebook Ads, and more."},"readsGA4":{"value":true,"source":"https://databox.com/pricing","evidence":"Sync data from popular tools like HubSpot, Google Analytics 4, Facebook Ads, and more."},"platforms":{"value":["Shopify","WooCommerce","BigCommerce"],"source":"https://databox.com/integrations","evidence":"Shopify Learn more ... WooCommerce Learn more ... BigCommerce"},"selfServeSignup":{"value":true,"source":"https://databox.com/pricing","evidence":"Self-serve, or let us build it with you"},"freeTrialOrPlan":{"value":"Free plan; 14-day free trial of any plan, no payment details","source":"https://databox.com/pricing","evidence":"Start free or trial any plan for 14 days."},"contract":{"value":"Monthly or annual (20% off annual)","source":"https://databox.com/pricing","evidence":"Databox offers a 20% discount when you choose annual billing."},"headquarters":{"value":"Boston, United States","source":"https://www.linkedin.com/company/databoxhq","evidence":"Headquarters Boston, Massachusetts"},"founded":{"value":2012,"source":"https://www.linkedin.com/company/databoxhq","evidence":"Founded 2012"},"capterraRating":{"value":{"stars":4.6,"reviews":205},"source":"https://www.capterra.com/p/154024/Databox/","evidence":"4.6 (205)"},"refundPolicy":{"value":"Fees are non-refundable","source":"https://databox.com/terms-of-service","evidence":"The Services are billed in advance on a monthly, quarterly or yearly basis (chosen by the user) and are non-refundable."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/databox","compare":"https://www.causalityengine.ai/compare/databox","switchFrom":"https://www.causalityengine.ai/switch-from/databox"}},{"slug":"dreamdata","name":"Dreamdata","homepage":"https://dreamdata.io","tagline":"B2B revenue attribution platform","method":"Multi-touch attribution with account-based mapping","startingPrice":"Free plan; paid plan custom","pricingModel":"Free plan limited by monthly tracked users; the Attribution & Activation plan is priced on request","pricingSource":{"url":"https://dreamdata.io/pricing","read":"2026-10-12"},"setup":"1 to 2 weeks","bestFor":"B2B SaaS companies with long sales cycles","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"No public price","note":"Quoted through sales","source":null},"flatPrice":{"value":"No","note":"Priced on your traffic or events","source":"https://dreamdata.io/pricing"},"moneyBack":null},"shortAnswer":"Keep Dreamdata. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Dreamdata's multi-touch attribution with account-based mapping, for €99.","facts":{"serverSideTracking":{"value":true,"source":"https://dreamdata.io/tracking","evidence":"Yes. Dreamdata supports server-side tracking to capture backend-generated events."},"needsPixelOrSdk":{"value":true,"source":"https://docs.dreamdata.io/article/idkxn5d4ri-setting-up-dreamdata","evidence":"it is critical that we track all your visitors via a tracking script you add to all your pages."},"platforms":{"value":["Shopify","BigCommerce"],"source":"https://dreamdata.io/integrations","evidence":"BigCommerce powers your online store with a flexible, open SaaS platform ... Shopify Build and scale your e-commerce business with a single, powerful platform."},"selfServeSignup":{"value":true,"source":"https://dreamdata.io/pricing","evidence":"Free $0/month ... Start now ... Self-serve onboarding"},"freeTrialOrPlan":{"value":"Free plan; guided free trial on Advanced","source":"https://dreamdata.io/pricing","evidence":"Try before you buy with our free plan. ... Guided free trial available."},"euDataResidency":{"value":true,"source":"https://dreamdata.io/security","evidence":"Dreamdata stores your data in data centers within the European Union. Data will only be transferred to other locations at your request."},"headquarters":{"value":"Copenhagen, Denmark","source":"https://www.linkedin.com/company/dreamdata-io","evidence":"Headquarters Copenhagen, Capital Region"},"founded":{"value":2018,"source":"https://www.linkedin.com/company/dreamdata-io","evidence":"Founded 2018"},"capterraRating":{"value":{"stars":4.8,"reviews":55},"source":"https://www.capterra.com/p/197705/Dreamdata-io/","evidence":"4.8 (55)"},"multiTouch":{"value":true,"source":"https://docs.dreamdata.io/article/tycc6odb2v-attribution-model","evidence":"Dreamdata provides you with 6 attribution models: First-touch, Last-touch, Linear, W-shaped, U-shaped, and Data-Driven attribution models."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/dreamdata","compare":"https://www.causalityengine.ai/compare/dreamdata","switchFrom":"https://www.causalityengine.ai/switch-from/dreamdata"}},{"slug":"elevar","name":"Elevar","homepage":"https://www.audiense.com/products/audiense-online/","tagline":"Server-side tracking for Shopify, now sold by Audiense as Audiense Online","method":"Tracking data layer (not attribution)","startingPrice":"$225/mo","pricingModel":"Tiered by orders a month: Core $225/mo (up to 2k), Advanced $650/mo (10k), Premium $1,250/mo (30k), Elite from $3,000/mo","pricingSource":{"url":"https://www.audiense.com/products/audiense-online/pricing/","read":"2026-10-12"},"setup":"Data-layer install and tag configuration","bestFor":"Fixing tracking data quality on Shopify","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"$225/mo","source":"https://www.audiense.com/products/audiense-online/pricing/"},"flatPrice":{"value":"No","note":"Priced on your order volume","source":"https://www.audiense.com/products/audiense-online/pricing/"},"moneyBack":{"value":"Fees are non-refundable","note":null,"source":"https://www.audiense.com/legal/audiense-online-terms/"}},"shortAnswer":"Keep Elevar. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Elevar's tracking data layer (not attribution), for €99.","facts":{"serverSideTracking":{"value":true,"source":"https://www.audiense.com/products/audiense-online/pricing/","evidence":"Server-side tracking Capture nearly 100% of conversion data and send it directly to your marketing platforms"},"needsPixelOrSdk":{"value":true,"source":"https://docs.getelevar.com/docs/headless-installation-process-of-elevar-scripts","evidence":"You'll need to the Shopify source on the Shopify portion of your website … This includes our dataLayer and data listener logic."},"readsGA4":{"value":true,"source":"https://www.audiense.com/products/audiense-online/","evidence":"Elevar sends clean customer, order, and attribution data into 50+ marketing tools including 35+ server-side integrations, including Meta CAPI, Google Ads, GA4"},"platforms":{"value":["Shopify"],"source":"https://www.audiense.com/products/audiense-online/","evidence":"Shopify customers can connect quickly through the Elevar App."},"selfServeSignup":{"value":true,"source":"https://www.audiense.com/products/audiense-online/pricing/","evidence":"Find your perfect plan and start tracking - free for 15 days. … Try Free for 15 Days"},"freeTrialOrPlan":{"value":"15-day free trial","source":"https://www.audiense.com/products/audiense-online/pricing/","evidence":"Find your perfect plan and start tracking - free for 15 days."},"contract":{"value":"Monthly","source":"https://docs.getelevar.com/docs/elevar-billing-faqs","evidence":"Each standard plan (Core, Advanced, Premium, and Elite) includes: A monthly subscription fee"},"headquarters":{"value":"Charleston, United States","source":"https://www.linkedin.com/company/getelevar/","evidence":"Headquarters Charleston, SC"},"founded":{"value":2017,"source":"https://www.linkedin.com/company/getelevar/","evidence":"Founded in 2017, Elevar is an ecommerce analytics and tracking platform"},"capterraRating":{"value":{"stars":5,"reviews":1},"source":"https://www.capterra.com/p/176626/Elevar/","evidence":"Elevar from Audiense 5.0 (1) … Overall rating Based on 1 user reviews"},"shopifyAppRating":{"value":{"stars":4.8,"reviews":170},"source":"https://apps.shopify.com/gtm-datalayer-by-elevar","evidence":"Rating 4.8 (170)"},"multiTouch":{"value":false,"source":"https://docs.getelevar.com/docs/how-does-attribution-feed-work","evidence":"Elevar does not include first touch organic referrals or include other attribution models like Data-Driven."},"refundPolicy":{"value":"Fees are non-refundable","source":"https://www.audiense.com/legal/audiense-online-terms/","evidence":"You agree that all Fees are nonrefundable except as expressly set forth herein."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/elevar","compare":"https://www.causalityengine.ai/compare/elevar","switchFrom":"https://www.causalityengine.ai/switch-from/elevar"}},{"slug":"eykdata","name":"Eyk","homepage":"https://www.eykdata.com/","tagline":"Marketing data platform for e-commerce profit and growth","method":"Server-side tracking with multi-touch attribution","startingPrice":"€339/mo billed yearly; €399/mo monthly","pricingModel":"Three plans (Core, Premium, Advanced) priced by gross sales over the last 12 months in revenue bands; monthly billing, or yearly billing at a 15% discount","pricingSource":{"url":"https://www.eykdata.com/pricing","read":"2026-10-12"},"setup":"Eyk team sets up server-side tracking (Shopify collaborator access or Magento/Firmhouse access) and you connect data sources","bestFor":"Fast-growing e-commerce brands","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"€339/mo billed yearly; €399/mo monthly","source":"https://www.eykdata.com/pricing"},"flatPrice":{"value":"No","note":"Priced on your revenue","source":"https://www.eykdata.com/pricing"},"moneyBack":{"value":"Fees are non-refundable","note":null,"source":"https://www.eykdata.com/terms-conditions"}},"shortAnswer":"Keep Eyk. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Eyk's server-side tracking with multi-touch attribution, for €99.","facts":{"multiTouch":{"value":true,"source":"https://www.eykdata.com/pricing","evidence":"Attribution Multi-touch attribution Server-side tracking"},"serverSideTracking":{"value":true,"source":"https://www.eykdata.com/pricing","evidence":"Server-side tracking App & templates for Shopify, Magento & WooCommerce Conversion api's to all main marketing destinations"},"needsPixelOrSdk":{"value":true,"source":"https://www.eykdata.com/","evidence":"Run our best-in-class server-side tracking within your own Google Tag Manager to feed conversion data to your marketing channel's algorithms."},"platforms":{"value":["Shopify","WooCommerce","Magento / Adobe Commerce"],"source":"https://www.eykdata.com/pricing","evidence":"App & templates for Shopify, Magento & WooCommerce"},"selfServeSignup":{"value":true,"source":"https://www.eykdata.com/pricing","evidence":"Onboarding & Support Self-serve onboarding Chat support"},"freeTrialOrPlan":{"value":"Free trial (length not stated)","source":"https://www.eykdata.com/pricing","evidence":"Support during free trial and onboarding? Yes! Send in a support ticket or schedule a demo"},"contract":{"value":"Monthly or yearly (15% discount)","source":"https://www.eykdata.com/pricing","evidence":"Monthly billing Yearly billing 15% discount"},"headquarters":{"value":"Rotterdam, Netherlands","source":"https://www.eykdata.com/","evidence":"Stationsplein 45, Groothandelsgebouw, 3013AK Rotterdam"},"founded":{"value":2022,"source":"https://www.linkedin.com/company/eyk-data","evidence":"Headquarters Rotterdam, South Holland Type Privately Held Founded 2022"},"euDataResidency":{"value":true,"source":"https://docs.eykdata.com/guides/custom-data/bigquery-hook-tables","evidence":"The location of your Eyk project, EU unless agreed otherwise."},"refundPolicy":{"value":"Fees are non-refundable","source":"https://www.eykdata.com/terms-conditions","evidence":"Payment is due in advance at the start of each billing cycle and is non-refundable."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/eykdata","compare":"https://www.causalityengine.ai/compare/eykdata","switchFrom":"https://www.causalityengine.ai/switch-from/eykdata"}},{"slug":"fairing","name":"Fairing","homepage":"https://fairing.co/","tagline":"Attribution surveys to measure your marketing","method":"Post-purchase attribution surveys","startingPrice":"Free plan; paid from $49/mo","pricingModel":"Free up to 200 transactions a month; Core priced by monthly transaction volume from $49/month; Enterprise (30,000+ transactions) custom; paid add-ons (Advanced Attribution from $99/month, Data Sync $299/month)","pricingSource":{"url":"https://fairing.co/pricing","read":"2026-10-12"},"setup":"Shopify app install (other sites: script or GTM install); vendor says most customers are live in under 10 minutes","bestFor":"DTC and Shopify brands measuring marketing channels","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"Free plan; paid from $49/mo","source":"https://fairing.co/pricing"},"flatPrice":{"value":"No","note":"Priced on your order volume","source":"https://fairing.co/pricing"},"moneyBack":{"value":"Fees are non-refundable","note":null,"source":"https://fairing.co/terms"}},"shortAnswer":"Keep Fairing. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Fairing's post-purchase attribution surveys, for €99.","facts":{"mixModel":{"value":false,"source":"https://fairing.co/product/advanced-attribution","evidence":"Does this replace my attribution tool or MMM? It works alongside them."},"postPurchaseSurvey":{"value":true,"source":"https://fairing.co/","evidence":"Deploy across any platform - from one-click Shopify post-purchase surveys to custom consumer & B2B applications."},"platforms":{"value":["Shopify"],"source":"https://docs.fairing.co/docs/shopify","evidence":"Create a new account here or install us directly from Shopify's App Store ."},"selfServeSignup":{"value":true,"source":"https://fairing.co/","evidence":"Free plan · No credit card required · On Shopify? Install in minutes."},"freeTrialOrPlan":{"value":"Free plan (up to 200 transactions/mo); 14-day free trial on Core","source":"https://fairing.co/pricing","evidence":"Free Monthly volume: 0 - 200 transactions Free Get started for free … 14-Day Free Trial. No Credit Card Required."},"contract":{"value":"Monthly (Shopify billing every 30 days)","source":"https://apps.shopify.com/fairing","evidence":"Recurring and usage-based charges are billed every 30 days."},"headquarters":{"value":"New York, United States","source":"https://www.linkedin.com/company/fairing/","evidence":"Headquarters New York, NY Type Privately Held Founded 2020"},"shopifyAppRating":{"value":{"stars":5,"reviews":196},"source":"https://apps.shopify.com/fairing","evidence":"Rating 5.0 (196)"},"refundPolicy":{"value":"Fees are non-refundable","source":"https://fairing.co/terms","evidence":"All payments made are non-refundable and non-transferable except as expressly provided in this Agreement."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/fairing","compare":"https://www.causalityengine.ai/compare/fairing","switchFrom":"https://www.causalityengine.ai/switch-from/fairing"}},{"slug":"fospha","name":"Fospha","homepage":"https://www.fospha.com","tagline":"Full-funnel marketing measurement","method":"Impression-based MMM + MTA hybrid","startingPrice":"Custom pricing","pricingModel":"Four suites, each in Lite, Pro and Enterprise tiers, set in a demo; built for brands spending over $150k a month on ads","pricingSource":{"url":"https://www.fospha.com/pricing","read":"2026-10-12"},"setup":"2 to 4 weeks","bestFor":"Enterprise DTC brands wanting impression-level measurement","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"No public price","note":"Quoted through sales","source":null},"flatPrice":null,"moneyBack":null},"shortAnswer":"Keep Fospha. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Fospha's impression-based MMM + MTA hybrid, for €99.","facts":{"multiTouch":{"value":true,"source":"https://www.fospha.com/about-fospha","evidence":"2022 Launched Fospha Pro, our full-funnel MTA, MMM + Predictive Planning Product."},"mixModel":{"value":true,"source":"https://www.fospha.com/pricing","evidence":"Marketing Mix Modeling The strategic lens for planning and budgeting. Measures the online and offline impact of your advertising"},"incrementalityTests":{"value":true,"source":"https://www.fospha.com/pricing","evidence":"Incrementality Testing Answer your biggest budget questions with GeoLift tests, designed and run by our marketing science team."},"readsGA4":{"value":true,"source":"https://www.fospha.com/platform/integrations","evidence":"Google Analytics (GA4) Google's web analytics platform. Fospha ingests GA4 session and event data to support channel mapping"},"platforms":{"value":["Shopify","WooCommerce","Magento / Adobe Commerce","Salesforce Commerce Cloud","Amazon"],"source":"https://www.fospha.com/platform/integrations","evidence":"Shopify The most widely used ecommerce platform. Fospha ingests order and revenue data directly from Shopify to power attribution and measurement."},"selfServeSignup":{"value":false,"source":"https://www.fospha.com/pricing","evidence":"To make sure we find the right plan for your brand, book a demo and discuss with the team."},"freeTrialOrPlan":{"value":"Demo only (no free trial or free plan mentioned)","source":"https://www.fospha.com/pricing","evidence":"To make sure we find the right plan for your brand, book a demo and discuss with the team."},"headquarters":{"value":"Austin, United States","source":"https://www.linkedin.com/company/fospha/","evidence":"Headquarters Austin, TX … 823 Congress Ave / Austin, TX 78701, US (Primary)"},"founded":{"value":2014,"source":"https://www.fospha.com/about-fospha","evidence":"2014 Founded by Blenheim Chalcot to tackle marketing's biggest problems through data science."},"needsPixelOrSdk":{"value":false,"source":"https://www.fospha.com/","evidence":"No reliance on tags, pixels, or cookies."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/fospha","compare":"https://www.causalityengine.ai/compare/fospha","switchFrom":"https://www.causalityengine.ai/switch-from/fospha"}},{"slug":"foxintelligence","name":"Foxintelligence","homepage":"https://nielseniq.com/global/en/products/digital-purchases/","tagline":"Ecommerce market intelligence (NielsenIQ)","method":"Panel-based market share estimation","startingPrice":"Custom pricing","pricingModel":"Quoted through NielsenIQ sales; no public price","pricingSource":null,"setup":"1 to 2 weeks","bestFor":"Enterprise brands wanting competitive market intelligence","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"No public price","note":"Quoted through sales","source":null},"flatPrice":null,"moneyBack":null},"shortAnswer":"Keep Foxintelligence. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Foxintelligence's panel-based market share estimation, for €99.","facts":{"selfServeSignup":{"value":false,"source":"https://nielseniq.com/global/en/products/digital-purchases/","evidence":"Connect with an expert"},"freeTrialOrPlan":{"value":"Demo only","source":"https://nielseniq.com/global/en/products/digital-purchases/","evidence":"Book a demo"},"headquarters":{"value":"Paris, France","source":"https://www.linkedin.com/company/foxintelligence","evidence":"Headquarters Paris, Ile-de-France"},"founded":{"value":2016,"source":"https://www.linkedin.com/company/foxintelligence","evidence":"Founded 2016"}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/foxintelligence","compare":"https://www.causalityengine.ai/compare/foxintelligence","switchFrom":"https://www.causalityengine.ai/switch-from/foxintelligence"}},{"slug":"funnel-io","name":"Funnel.io","homepage":"https://funnel.io","tagline":"Marketing data hub with an optional measurement add-on","method":"Data hub + optional Measure add-on (MMM / MTA / incrementality)","startingPrice":"$300/mo","pricingModel":"Starter $300/mo, Business $600/mo (billed annually); attribution is a paid add-on, Funnel Measure Digital Measurement from $2,250/mo at $500K to $1M ad spend","pricingSource":{"url":"https://funnel.io/pricing","read":"2026-09-08"},"setup":"Connector-based setup (no pixel)","bestFor":"Enterprise teams centralizing marketing data, that also want measurement","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"$300/mo","source":"https://funnel.io/pricing"},"flatPrice":{"value":"No","note":"Priced on your ad spend","source":"https://funnel.io/pricing"},"moneyBack":{"value":"Fees are non-refundable","note":null,"source":"https://funnel.io/general-terms-and-conditions"}},"shortAnswer":"Keep Funnel.io. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Funnel.io's data hub + optional Measure add-on (MMM / MTA / incrementality), for €99.","facts":{"multiTouch":{"value":true,"source":"https://funnel.io/pricing","evidence":"MTA Data-driven multi-touch attribution based on machine learning algorithms to help you optimize campaigns within a channel"},"mixModel":{"value":true,"source":"https://funnel.io/pricing","evidence":"MMM Always-on statistical analysis measuring the impact of your marketing channels to help you optimize marketing spend and strategy"},"incrementalityTests":{"value":true,"source":"https://funnel.io/pricing","evidence":"Incrementality testing Validate your results by measuring the causal impact of a marketing activity through Funnel's incrementality tests"},"serverSideTracking":{"value":true,"source":"https://funnel.io/pricing","evidence":"Conversion APIs Activate your Funnel data to optimise your paid advertising campaigns' performance"},"readsGA4":{"value":true,"source":"https://funnel.io/pricing","evidence":"Google Analytics 4 upload Ability to connect Funnel with GA4 for reporting and analysis"},"freeTrialOrPlan":{"value":"Free trial on request via sales; not on pricing page","source":"https://funnel.io/all-data-sources","evidence":"Can I get a free trial? We'll be happy to set you up with a free trial, tailored to your exact requirements."},"euDataResidency":{"value":true,"source":"https://funnel.io/pricing","evidence":"EU Data Center available The possibility to start your Funnel subscription in our EU Data Center"},"headquarters":{"value":"Stockholm, Sweden","source":"https://www.linkedin.com/company/funnel-io","evidence":"Headquarters Stockholm, Stockholm County"},"founded":{"value":2014,"source":"https://funnel.io/about","evidence":"Since its founding in 2014, the Funnel team has grown to more than 300 employees across offices in Stockholm, Boston, Hamburg, and Sydney."},"capterraRating":{"value":{"stars":4.7,"reviews":19},"source":"https://www.capterra.com/p/156756/Funnel/","evidence":"4.7 (19)"},"contract":{"value":"Annual","source":"https://funnel.io/pricing","evidence":"Starts from $ 300 / month, billed annually"},"refundPolicy":{"value":"Fees are non-refundable","source":"https://funnel.io/general-terms-and-conditions","evidence":"Except as expressly set forth in this Agreement, the Service is non-cancellable and all fees are non-refundable."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/funnel-io","compare":"https://www.causalityengine.ai/compare/funnel-io","switchFrom":"https://www.causalityengine.ai/switch-from/funnel-io"}},{"slug":"glew","name":"Glew","homepage":"https://www.glew.io","tagline":"Ecommerce analytics and BI","method":"BI dashboarding + reporting","startingPrice":"Custom pricing","pricingModel":"Glew Pro (annual prepayment, free trial) and Glew Plus (custom); no prices published","pricingSource":{"url":"https://www.glew.io/pricing","read":"2026-09-08"},"setup":"30 minutes","bestFor":"Ecommerce brands wanting operational BI dashboards","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"No public price","note":"Quoted through sales","source":null},"flatPrice":null,"moneyBack":{"value":"No refunds; annual term with no early termination","note":null,"source":"https://www.glew.io/terms-of-use"}},"shortAnswer":"Keep Glew. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Glew's BI dashboarding + reporting, for €99.","facts":{"readsGA4":{"value":true,"source":"https://www.glew.io/articles/ga4-6-essential-updates-you-should-know","evidence":"Through our ELT procedure, you can seamlessly integrate both UA and GA4 data"},"platforms":{"value":["Shopify","WooCommerce","BigCommerce","Magento / Adobe Commerce","Salesforce Commerce Cloud","Amazon"],"source":"https://www.glew.io/solutions/marketing-analytics","evidence":"integrating comprehensive data from ecommerce platforms like Shopify, BigCommerce, Salesforce Commerce Cloud, Magento, or custom carts"},"selfServeSignup":{"value":true,"source":"https://www.glew.io/pricing","evidence":"Start free trial"},"freeTrialOrPlan":{"value":"Free trial (Glew Pro); length not stated","source":"https://www.glew.io/pricing","evidence":"Start free trial"},"contract":{"value":"Annual prepayment (Glew Pro); custom pricing (Glew Plus)","source":"https://www.glew.io/pricing","evidence":"For teams wanting more advanced data insights and reporting. Requires annual prepayment."},"headquarters":{"value":"Charlotte, United States","source":"https://www.linkedin.com/company/glew","evidence":"Headquarters Charlotte, NC"},"founded":{"value":2014,"source":"https://www.glew.io/company/about","evidence":"Glew was founded in 2014 by father-and-son entrepreneurs Michael and Carmen Vadini."},"capterraRating":{"value":{"stars":4.3,"reviews":59},"source":"https://www.capterra.com/p/160516/Glew/","evidence":"Overall rating Based on 59 user reviews See all reviews 4.3"},"multiTouch":{"value":false,"source":"https://www.glew.io/faqs","evidence":"Glew provides the option for you to toggle between first-order (credit for all sales to the channel that drove the first sale) and last-click attribution"},"refundPolicy":{"value":"No refunds; annual term with no early termination","source":"https://www.glew.io/terms-of-use","evidence":"Unless otherwise specified, the subscription term is annual. There is no early termination and no refunds."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/glew","compare":"https://www.causalityengine.ai/compare/glew","switchFrom":"https://www.causalityengine.ai/switch-from/glew"}},{"slug":"haus","name":"Haus","homepage":"https://www.haus.io","tagline":"Incrementality experiments, with Causal Attribution and Causal MMM built on them","method":"Geo-lift experiments, with Causal Attribution and Causal MMM calibrated on them","startingPrice":"Custom (quote)","pricingModel":"Four plans (Basics for Shopify, Core, Plus, Enterprise), each through a demo; no public price","pricingSource":{"url":"https://www.haus.io/pricing","read":"2026-09-26"},"setup":"Guided onboarding; each test runs 2 to 3 weeks for search, 6 to 8 for Meta reach (vendor guidance)","bestFor":"Brands ready to run geo experiments, from self-starter DTC on Shopify and Amazon to large organizations","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"No public price","note":"Quoted through sales","source":null},"flatPrice":null,"moneyBack":{"value":"Fees are non-refundable","note":null,"source":"https://www.haus.io/legal/terms"}},"shortAnswer":"Keep Haus. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Haus' geo-lift experiments, with Causal Attribution and Causal MMM calibrated on them, for €99.","facts":{"mixModel":{"value":true,"source":"https://www.haus.io/pricing","evidence":"Causal MMM Media Mix Modeling built on your experiments to evaluate your full channel mix"},"incrementalityTests":{"value":true,"source":"https://www.haus.io/pricing","evidence":"Run geo-based tests on major ad platforms (e.g., Meta, Google, TikTok) in the US"},"platforms":{"value":["Shopify","Amazon"],"source":"https://www.haus.io/pricing","evidence":"Measure the incremental revenue and orders your marketing drives via Shopify and Amazon"},"selfServeSignup":{"value":false,"source":"https://www.haus.io/pricing","evidence":"Basics for Shopify Best for self-starter DTC brands selling via Shopify and Amazon. Get a demo"},"freeTrialOrPlan":{"value":"Demo only (no free trial or free plan mentioned)","source":"https://www.haus.io/pricing","evidence":"Basics Get a demo Core Get a demo Plus Get a demo Enterprise Get a demo"},"headquarters":{"value":"San Francisco, United States","source":"https://www.linkedin.com/company/haus-analytics","evidence":"Headquarters San Francisco, CA"},"founded":{"value":2021,"source":"https://www.linkedin.com/company/haus-analytics","evidence":"Founded 2021"},"contract":{"value":"Order-form term; auto-renews for the longer of 1 year or that term","source":"https://www.haus.io/legal/terms","evidence":"Customer's subscription will automatically renew for the longer of one year or the subscription term indicated in the Order Form."},"refundPolicy":{"value":"Fees are non-refundable","source":"https://www.haus.io/legal/terms","evidence":"Except as otherwise expressly provided for under this Agreement or as required by law, all Fees are nonrefundable."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/haus","compare":"https://www.causalityengine.ai/compare/haus","switchFrom":"https://www.causalityengine.ai/switch-from/haus"}},{"slug":"heap-analytics","name":"Heap Analytics","homepage":"https://www.heap.io","tagline":"Auto-capture product analytics","method":"Auto-capture event tracking + session replay","startingPrice":"Free tier available","pricingModel":"Freemium + custom enterprise pricing","pricingSource":{"url":"https://www.heap.io/pricing","read":"2026-09-08"},"setup":"30 minutes (snippet install)","bestFor":"Product teams wanting auto-captured behavioral data","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Free plan, then paid plans","note":null,"source":"https://www.heap.io/pricing"},"flatPrice":null,"moneyBack":{"value":"Fees are non-refundable","note":null,"source":"https://www.heap.io/legal/heap-master-services-agreement"}},"shortAnswer":"Keep Heap Analytics. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Heap Analytics' auto-capture event tracking + session replay, for €99.","facts":{"multiTouch":{"value":true,"source":"https://help.heap.io/hc/en-us/articles/37271981644945-Influence-analysis-overview","evidence":"the other models will incorporate all of the specified touchpoints that occurred before the conversion goal in a multi-touch model."},"serverSideTracking":{"value":true,"source":"https://www.heap.io/platform/capture","evidence":"Heap supports Smart Capture, manual tracking, and server-side events, so you can tailor your data strategy to fit your product and team."},"needsPixelOrSdk":{"value":true,"source":"https://www.heap.io/platform/capture","evidence":"With Heap, a single snippet of code starts collecting behavioral data immediately."},"platforms":{"value":["Shopify"],"source":"https://help.heap.io/hc/en-us/articles/37271966081041-Shopify-Integration-server-side","evidence":"The Heap Shopify integration automatically captures all Shopify order events"},"selfServeSignup":{"value":true,"source":"https://www.heap.io/pricing","evidence":"Free Get Started Growth Get Started Pro Contact Us Premier Contact Us"},"freeTrialOrPlan":{"value":"Free plan (up to 10k monthly sessions); free trial","source":"https://www.heap.io/pricing","evidence":"Up to 10k monthly sessions Get Started"},"headquarters":{"value":"San Francisco, United States","source":"https://www.heap.io/about","evidence":"San Francisco Heap's headquarters are located in the city's Financial District."},"capterraRating":{"value":{"stars":4.5,"reviews":42},"source":"https://www.capterra.com/p/147216/Heap/","evidence":"Heap Software Review 2026: Features, Integrations, Pros & Cons 4.5 ( 42 )"},"contract":{"value":"Annual, invoiced in advance (unless the order form says otherwise)","source":"https://www.heap.io/legal/heap-master-services-agreement","evidence":"Contentsquare shall invoice Customer for the Fees annually in advance"},"euDataResidency":{"value":true,"source":"https://developers.heap.io/reference/track-1","evidence":"If your Heap data is in an EU datacenter, the correct endpoint is: https://c.eu.heap-api.com/api/track"},"founded":{"value":2012,"source":"https://www.sec.gov/Archives/edgar/data/1661572/000166157215000001/xslFormDX01/primary_doc.xml","evidence":"Year of Incorporation/Organization ... Within Last Five Years (Specify Year) 2012"},"refundPolicy":{"value":"Fees are non-refundable","source":"https://www.heap.io/legal/heap-master-services-agreement","evidence":"Once executed, Order Forms are non-cancellable and non-refundable except as expressly agreed in the relevant Order Form."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/heap-analytics","compare":"https://www.causalityengine.ai/compare/heap-analytics","switchFrom":"https://www.causalityengine.ai/switch-from/heap-analytics"}},{"slug":"hockeystack","name":"HockeyStack","homepage":"https://www.hockeystack.com/","tagline":"B2B revenue data intelligence platform","method":"Multi-touch attribution with lift reports","startingPrice":"Custom pricing","pricingModel":"No published tiers or prices; the pricing page is a demo-request form listing what every plan includes","pricingSource":null,"setup":"Tracking script on the website plus CRM, ad platform and warehouse integrations","bestFor":"B2B go-to-market (marketing, sales, revenue) teams","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"No public price","note":"Quoted through sales","source":null},"flatPrice":null,"moneyBack":null},"shortAnswer":"Keep HockeyStack. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of HockeyStack's multi-touch attribution with lift reports, for €99.","facts":{"multiTouch":{"value":true,"source":"https://www.hockeystack.com/","evidence":"Multi-Touch Attribution Apply any model and compare them side by side to see how each credits your channels."},"incrementalityTests":{"value":true,"source":"https://www.hockeystack.com/","evidence":"Lift & Incrementality Lift reports compare exposed and unexposed accounts to prove which campaigns actually drive conversions."},"needsPixelOrSdk":{"value":true,"source":"https://www.hockeystack.com/blog-posts/how-does-hockeystack-track-users","evidence":"What you add to your website is basically a script file hosted through a CDN network, like any other third-party app."},"selfServeSignup":{"value":false,"source":"https://www.hockeystack.com/pricing","evidence":"Bring your data. We'll show you what it's really saying."},"freeTrialOrPlan":{"value":"Demo only","source":"https://www.hockeystack.com/pricing","evidence":"Bring your data. We'll show you what it's really saying."},"euDataResidency":{"value":true,"source":"https://www.hockeystack.com/blog-posts/how-does-hockeystack-track-users","evidence":"HockeyStack stores all data in the EU, and you can send us an email at hello@hockeystack.com for the DPA."},"headquarters":{"value":"San Francisco, United States","source":"https://www.linkedin.com/company/hockeystack","evidence":"Headquarters San Francisco, California Type Privately Held Founded 2021"},"founded":{"value":2021,"source":"https://www.linkedin.com/company/hockeystack","evidence":"Headquarters San Francisco, California Type Privately Held Founded 2021"},"capterraRating":{"value":{"stars":4.7,"reviews":27},"source":"https://www.capterra.com/p/227589/HockeyStack/","evidence":"HockeyStack 4.7 ( 27 ) Get Price"},"serverSideTracking":{"value":true,"source":"https://docs.hockeystack.com/integrations/ad-platforms/linkedin-ad-impressions-and-engagement/linkedin-conversion","evidence":"HockeyStack sends conversion events from your pipeline to LinkedIn."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/hockeystack","compare":"https://www.causalityengine.ai/compare/hockeystack","switchFrom":"https://www.causalityengine.ai/switch-from/hockeystack"}},{"slug":"hubspot-marketing","name":"HubSpot Marketing","homepage":"https://www.hubspot.com/products/marketing","tagline":"All-in-one marketing automation platform","method":"Contact-based attribution reporting","startingPrice":"Free plan; Starter from $10/mo per seat","pricingModel":"Free; Starter from $10 a seat a month (new-customer price, $20 regular); Professional from $890/mo; Enterprise from $3,600/mo","pricingSource":{"url":"https://www.hubspot.com/products/marketing","read":"2026-10-12"},"setup":"2 to 4 weeks","bestFor":"B2B companies using HubSpot CRM wanting basic attribution","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"Free plan; Starter from $10/mo per seat","source":"https://www.hubspot.com/products/marketing"},"flatPrice":null,"moneyBack":{"value":"Fees are non-refundable","note":null,"source":"https://legal.hubspot.com/terms-of-service"}},"shortAnswer":"Keep HubSpot Marketing. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of HubSpot Marketing's contact-based attribution reporting, for €99.","facts":{"multiTouch":{"value":true,"source":"https://knowledge.hubspot.com/reports/create-attribution-reports","evidence":"Linear: gives equal credit across all interactions. Time Decay: gives more credit to interactions that occurred closer to the conversion."},"serverSideTracking":{"value":true,"source":"https://knowledge.hubspot.com/ads/create-and-sync-ad-conversion-events-with-your-meta-ads-accounts-using-metas-conversion-api","evidence":"you can create events using Meta's Conversion API to sync your CRM lifecycle stage changes or form submissions from HubSpot."},"needsPixelOrSdk":{"value":true,"source":"https://knowledge.hubspot.com/reports/install-the-hubspot-tracking-code","evidence":"If you have any externally hosted pages (i.e., pages not on HubSpot), you must install the HubSpot tracking code manually to capture analytics"},"platforms":{"value":["Shopify","BigCommerce"],"source":"https://knowledge.hubspot.com/integrations/connect-hubspot-and-shopify-via-data-sync","evidence":"Connect Shopify to HubSpot using data sync to keep customer, company, product, order, and cart data synchronized between the two apps."},"selfServeSignup":{"value":true,"source":"https://www.hubspot.com/products/marketing","evidence":"Free No credit card required $0/month ... Start 14-day free trial of HubSpot's marketing tools"},"freeTrialOrPlan":{"value":"Free plan; 14-day free trial","source":"https://www.hubspot.com/products/marketing","evidence":"Free No credit card required $0/month ... Start 14-day free trial"},"contract":{"value":"Monthly, quarterly or annual billing (set in the order)","source":"https://knowledge.hubspot.com/account-management/understand-hubspot-order-totals-billing-and-charges-frequently-asked-questions","evidence":"Your billing frequency depends on the billing terms selected in your order: Monthly ... Quarterly ... Annually"},"euDataResidency":{"value":true,"source":"https://knowledge.hubspot.com/account-security/hubspot-cloud-infrastructure-and-data-hosting-frequently-asked-questions","evidence":"hosted on Amazon Web Services (AWS) in the United States (East and West regions), Canada, Australia, and European Union (Germany)."},"headquarters":{"value":"Cambridge, United States","source":"https://www.linkedin.com/company/hubspot","evidence":"Headquarters Cambridge, Massachusetts"},"founded":{"value":2006,"source":"https://www.linkedin.com/company/hubspot","evidence":"Founded 2006"},"capterraRating":{"value":{"stars":4.5,"reviews":6258},"source":"https://www.capterra.com/p/171840/HubSpot-Marketing/","evidence":"HubSpot Marketing Hub 4.5 (6,258) ... Based on 6,258 user reviews"},"shopifyAppRating":{"value":{"stars":1,"reviews":8},"source":"https://apps.shopify.com/hubspot-2","evidence":"Rating 1.0 (8) Developer Hubspot (Data Sync)"},"refundPolicy":{"value":"Fees are non-refundable","source":"https://legal.hubspot.com/terms-of-service","evidence":"All payment obligations are non-cancelable and all amounts paid are non-refundable, except as specifically provided for in this Agreement."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/hubspot-marketing","compare":"https://www.causalityengine.ai/compare/hubspot-marketing","switchFrom":"https://www.causalityengine.ai/switch-from/hubspot-marketing"}},{"slug":"hyros","name":"Hyros","homepage":"https://hyros.com","tagline":"AI ad tracking for high-ticket funnels","method":"Server-side click tracking","startingPrice":"Custom pricing","pricingModel":"One plan with no tiers or add-ons, sized to the revenue Hyros tracks and quoted on a setup call; the pricing page publishes no figure","pricingSource":{"url":"https://hyros.com/pricing-ai-tracking","read":"2026-10-12"},"setup":"Tracking setup via onboarding","bestFor":"High-ticket products and info products","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"No public price","note":"Quoted through sales","source":null},"flatPrice":{"value":"No","note":"Priced on your revenue","source":"https://hyros.com/pricing-ai-tracking"},"moneyBack":{"value":"Refund requests must be made in writing within 90 days of the first charge","note":null,"source":"https://hyros.com/terms"}},"shortAnswer":"Keep Hyros. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Hyros' server-side click tracking, for €99.","facts":{"serverSideTracking":{"value":true,"source":"https://hyros.com/updates/what-is-hyros/","evidence":"Hyros sends the conversion data back to ad platforms via server-to-server API (Conversions API for Meta, offline conversions for Google)"},"needsPixelOrSdk":{"value":true,"source":"https://hyros.com/updates/what-is-hyros/","evidence":"A small script is placed across the advertiser's website, landing pages, checkout flows, and thank-you pages."},"platforms":{"value":["Shopify","WooCommerce","BigCommerce","Magento / Adobe Commerce"],"source":"https://hyros.com/integrations","evidence":"Shopify Ecommerce & Checkout WooCommerce Ecommerce & Checkout BigCommerce Ecommerce & Checkout Magento Ecommerce & Checkout"},"selfServeSignup":{"value":false,"source":"https://hyros.com/pricing-ai-tracking","evidence":"Your price is sized to what we track for you - so we quote it on a quick set up call, not a table."},"freeTrialOrPlan":{"value":"No free trial stated; set-up call with results guarantee","source":"https://hyros.com/pricing-ai-tracking","evidence":"Guaranteed - your ads grow or you do not pay"},"founded":{"value":2019,"source":"https://hyros.com/updates/what-is-hyros/","evidence":"founded by Alex Becker in 2019"},"contract":{"value":"Paid in full or monthly instalments; contract term set in each order (auto-renews)","source":"https://hyros.com/terms","evidence":"Your Payment Schedule may either set forth a one-time payment of your Fees (\"Paid In Full Payment Schedule\") or monthly installment payments towards your Fees"},"refundPolicy":{"value":"Refund requests must be made in writing within 90 days of the first charge","source":"https://hyros.com/terms","evidence":"in order to receive a refund, all refund requests must be placed in writing within ninety (90) days of the first original charge."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/hyros","compare":"https://www.causalityengine.ai/compare/hyros","switchFrom":"https://www.causalityengine.ai/switch-from/hyros"}},{"slug":"kissmetrics","name":"Kissmetrics","homepage":"https://kissmetrics.io","tagline":"Customer engagement automation and analytics","method":"Person-based analytics and engagement tracking","startingPrice":"$79/mo","pricingModel":"Free up to 100k events; Growth from $99/mo, or $79/mo billed annually","pricingSource":{"url":"https://www.kissmetrics.io/pricing/","read":"2026-10-12"},"setup":"Tracking script install on the site","bestFor":"SaaS companies tracking customer engagement funnels","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"$79/mo","source":"https://www.kissmetrics.io/pricing/"},"flatPrice":{"value":"No","note":"Priced on your traffic or events","source":"https://www.kissmetrics.io/pricing/"},"moneyBack":{"value":"No refunds for partial or unused months","note":null,"source":"https://kissmetrics.io/terms"}},"shortAnswer":"Keep Kissmetrics. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Kissmetrics' person-based analytics and engagement tracking, for €99.","facts":{"multiTouch":{"value":true,"source":"https://kissmetrics.io/industries/ecommerce","evidence":"Connect revenue to marketing sources with first-touch, last-touch, or multi-touch attribution."},"serverSideTracking":{"value":true,"source":"https://kissmetrics.io/product/track","evidence":"Send events from your backend, from a webhook, or from a tool you already run ... Server-side events with the same identity model"},"platforms":{"value":["Shopify","WooCommerce","Magento / Adobe Commerce"],"source":"https://kissmetrics.io/product/workflows/integrations","evidence":"E-commerce ... Shopify ... No code required. WooCommerce ... Magento ... Enterprise e-commerce tracking with full product and order attribution."},"freeTrialOrPlan":{"value":"Free plan (100k events/month)","source":"https://kissmetrics.io/pricing","evidence":"Free ... Track, ask and report on your own data, free. ... No card. Free forever."},"contract":{"value":"Monthly or annual (annual 20% off)","source":"https://kissmetrics.io/pricing","evidence":"Prices shown are the annual basis, a flat 20% off the monthly rate."},"headquarters":{"value":"San Francisco, United States","source":"https://www.linkedin.com/company/kissmetrics","evidence":"Headquarters San Francisco, CA"},"founded":{"value":2008,"source":"https://www.linkedin.com/company/kissmetrics","evidence":"Founded 2008"},"capterraRating":{"value":{"stars":4.1,"reviews":19},"source":"https://www.capterra.com/p/154930/Kissmetrics/","evidence":"4.1 ... Overall rating Based on 19 user reviews"},"selfServeSignup":{"value":true,"source":"https://kissmetrics.io/pricing","evidence":"Create your KISSmetrics workspace for free. A free workspace gets you tracking, asking and reporting on your own data"},"refundPolicy":{"value":"No refunds for partial or unused months","source":"https://kissmetrics.io/terms","evidence":"No refunds for partial or unused months"}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/kissmetrics","compare":"https://www.causalityengine.ai/compare/kissmetrics","switchFrom":"https://www.causalityengine.ai/switch-from/kissmetrics"}},{"slug":"klar","name":"Klar","homepage":"https://www.getklar.com/","tagline":"Attribution and insights software for eCommerce","method":"Pixel-based MTA, MMM and geo tests","startingPrice":"€200/mo","pricingModel":"Two plans priced on last-12-month net revenue: Core from €200/month and Core + Attribution from €400/month; monthly (cancel monthly) or annual (rate locked 12 months); no set-up costs","pricingSource":{"url":"https://www.getklar.com/pricing","read":"2026-10-12"},"setup":"1-click shop and ad integrations plus Klar tracking script; vendor says onboarding within about 2 hours","bestFor":"eCommerce brands with at least €1M annual net revenue","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"€200/mo","source":"https://www.getklar.com/pricing"},"flatPrice":{"value":"No","note":"Priced on your revenue","source":"https://www.getklar.com/pricing"},"moneyBack":null},"shortAnswer":"Keep Klar. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Klar's pixel-based MTA, MMM and geo tests, for €99.","facts":{"multiTouch":{"value":true,"source":"https://www.getklar.com/features/multi-touch-attribution","evidence":"Klar's first-party tracking pixel and Multi-Touch Attribution (MTA) reveal the true revenue impact of each touchpoint in real time."},"mixModel":{"value":true,"source":"https://www.getklar.com/features/unified-marketing-measurement","evidence":"Klar's Marketing Mix Model (MMM) uncovers how brand awareness and other upper-funnel influences translate into conversions."},"incrementalityTests":{"value":true,"source":"https://www.getklar.com/features/incrementality","evidence":"Klar runs incrementality tests through geo-based holdouts"},"serverSideTracking":{"value":true,"source":"https://help.getklar.com/en/articles/10981661-setting-up-the-klar-pixel-via-serverside-tracking","evidence":"Instead of deploying a JS tracking script, you send events directly to Klar's server-side endpoint via HTTP POST requests."},"needsPixelOrSdk":{"value":true,"source":"https://www.getklar.com/features/multi-touch-attribution","evidence":"Klar's first-party tracking pixel and Multi-Touch Attribution (MTA) reveal the true revenue impact of each touchpoint in real time."},"readsGA4":{"value":true,"source":"https://www.getklar.com/set-up","evidence":"Google Analytics Pull all your GA data into Klar easily by using your property ID."},"platforms":{"value":["Shopify","WooCommerce","Magento / Adobe Commerce","Amazon"],"source":"https://www.getklar.com/pricing","evidence":"It connects natively to your shop system (Shopify, Shopware, Magento, WooCommerce, Centra, Amazon), or to any other shop system via API."},"freeTrialOrPlan":{"value":"14-day free trial","source":"https://www.getklar.com/pricing","evidence":"Yes. 14 days free trial starts after your account is completely set up."},"contract":{"value":"Monthly or annual","source":"https://www.getklar.com/pricing","evidence":"You can pick the monthly option which allows you to cancel each month. You can instead also pick the annual option"},"euDataResidency":{"value":true,"source":"https://www.getklar.com/","evidence":"We are fully compliant with GDPR and ISO 27001 certified to keep your information safe, hosting your data in Europe only."},"headquarters":{"value":"Munich, Germany","source":"https://www.getklar.com/imprint","evidence":"Klar Insights GmbH, Marktstraße 18, 80802 München, Deutschland."},"founded":{"value":2021,"source":"https://www.linkedin.com/company/getklar","evidence":"Headquarters Munich, Bavaria Type Public Company Founded 2021"}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/klar","compare":"https://www.causalityengine.ai/compare/klar","switchFrom":"https://www.causalityengine.ai/switch-from/klar"}},{"slug":"knocommerce","name":"KnoCommerce","homepage":"https://knocommerce.com/","tagline":"Post-purchase surveys for ecommerce attribution","method":"Post-purchase surveys","startingPrice":"$19/mo","pricingModel":"Three tiers (Starter $19, Analyst $119, Pro $299 per month) differing by live surveys, questions, integrations and audiences; billed monthly, month-to-month, with an annual-payment discount","pricingSource":{"url":"https://knocommerce.com/pricing/","read":"2026-10-12"},"setup":"Shopify integration (embed script elsewhere); vendor says live in under 5 minutes on Shopify","bestFor":"E-commerce businesses, especially Shopify brands","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"$19/mo","source":"https://knocommerce.com/pricing/"},"flatPrice":null,"moneyBack":{"value":"No refunds for unused services; no cancellation penalties","note":null,"source":"https://knocommerce.com/terms-of-service/"}},"shortAnswer":"Keep KnoCommerce. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of KnoCommerce's post-purchase surveys, for €99.","facts":{"postPurchaseSurvey":{"value":true,"source":"https://knocommerce.com/","evidence":"Start collecting data with our post-purchase survey tools."},"platforms":{"value":["Shopify","WooCommerce"],"source":"https://docs.knocommerce.com/en/articles/6150667-woocommerce-extension","evidence":"KnoCommerce now offers a WooCommerce extension that enables you to display post-purchase surveys on your WooCommerce store's confirmation page."},"selfServeSignup":{"value":true,"source":"https://knocommerce.com/pricing/","evidence":"Sold. When can we start? Today! Hit the \"Start for Free\" button"},"freeTrialOrPlan":{"value":"7-day free trial","source":"https://knocommerce.com/pricing/","evidence":"We offer both a 7-day free trial and free one-on-one demos with our team on all our plans."},"contract":{"value":"Monthly (month-to-month); annual discount available","source":"https://knocommerce.com/pricing/","evidence":"No long-term contracts! Our plans are month-to-month, allowing you to cancel at any time."},"shopifyAppRating":{"value":{"stars":4.9,"reviews":118},"source":"https://apps.shopify.com/knocommerce","evidence":"Rating 4.9 (118)"},"refundPolicy":{"value":"No refunds for unused services; no cancellation penalties","source":"https://knocommerce.com/terms-of-service/","evidence":"You will not be refunded for unused services, but will incur no cancellation penalties."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/knocommerce","compare":"https://www.causalityengine.ai/compare/knocommerce","switchFrom":"https://www.causalityengine.ai/switch-from/knocommerce"}},{"slug":"kochava","name":"Kochava","homepage":"https://www.kochava.com","tagline":"Unified audience and attribution platform","method":"Mobile measurement partner (MMP) attribution","startingPrice":"Free plan; paid from $500/mo","pricingModel":"Free (10K conversions a month), Foundation from $500/mo, Enterprise from $2,000/mo","pricingSource":{"url":"https://www.kochava.com/get-started/","read":"2026-10-12"},"setup":"1 to 2 weeks (SDK integration)","bestFor":"Mobile app marketers needing MMP capabilities","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"Free plan; paid from $500/mo","source":"https://www.kochava.com/get-started/"},"flatPrice":{"value":"No","note":"Priced on conversions","source":"https://www.kochava.com/get-started/"},"moneyBack":{"value":"Pro-rata refund for unreceived services if customer terminates for cause","note":null,"source":"https://www.kochava.com/legal/terms-of-service/"}},"shortAnswer":"Keep Kochava. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Kochava's mobile measurement partner (MMP) attribution, for €99.","facts":{"multiTouch":{"value":true,"source":"https://www.kochava.com/product/measurement/omnichannel-app-attribution/","evidence":"Leverage Multi-Touch Attribution Drill down to a final, last-touch attribution source while still identifying key influencers and assists."},"mixModel":{"value":true,"source":"https://www.kochava.com/get-started/","evidence":"AIM by Kochava is next-generation marketing mix modeling (MMM) platform designed to future-proof your marketing measurement and media mix optimization."},"incrementalityTests":{"value":true,"source":"https://www.kochava.com/product/strategic-services/","evidence":"Advanced Measurement Obtain performance & incremental lift insights even on the most hard-to-measure channels."},"serverSideTracking":{"value":true,"source":"https://www.kochava.com/product/measurement/sdk-or-s2s-integration/","evidence":"Integrate With Kochava Your Way Software development kit (SDK) or server-to-server (S2S)."},"selfServeSignup":{"value":true,"source":"https://www.kochava.com/get-started/","evidence":"Free App Analytics® $0/month Includes 10K conversions/month GET STARTED TODAY"},"contract":{"value":"Monthly or annual prepayment","source":"https://www.kochava.com/get-started/","evidence":"Measurement and attribution plans are available in several pricing tiers, with both monthly and annual prepayment options."},"headquarters":{"value":"Sandpoint, United States","source":"https://www.kochava.com/company/","evidence":"Our HQ Location We live and work in the wonderful ski resort town of Sandpoint, Idaho"},"founded":{"value":2011,"source":"https://www.kochava.com/company/","evidence":"Kochava began in 2011 when a team of mobile and gaming professionals saw the need"},"capterraRating":{"value":{"stars":4.6,"reviews":25},"source":"https://www.capterra.com/p/171691/Unified-Audience-Platform/","evidence":"Kochava Software Review 2026: Features, Integrations, Pros & Cons 4.6 ( 25 )"},"freeTrialOrPlan":{"value":"Free plan; free trials on paid plans","source":"https://www.kochava.com/get-started/","evidence":"FREE Free App Analytics® $0/month Includes 10K conversions/month GET STARTED TODAY"},"refundPolicy":{"value":"Pro-rata refund for unreceived services if customer terminates for cause","source":"https://www.kochava.com/legal/terms-of-service/","evidence":"terminates this TOS pursuant to Section 6.3 (Termination For Cause) … Company is entitled to a pro-rata refund … for services it did not receive"}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/kochava","compare":"https://www.causalityengine.ai/compare/kochava","switchFrom":"https://www.causalityengine.ai/switch-from/kochava"}},{"slug":"lebesgue","name":"Lebesgue","homepage":"https://lebesgue.io","tagline":"AI marketing analytics for ecommerce","method":"Competitive benchmarking + marketing audit","startingPrice":"$79/mo","pricingModel":"Free; Ultimate $79/mo, Ultimate AI $149/mo; Le Pixel: Attribution $749/mo","pricingSource":{"url":"https://lebesgue.io/pricing","read":"2026-10-12"},"setup":"15 minutes","bestFor":"Shopify brands wanting competitive insights and ad auditing","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"$79/mo","source":"https://lebesgue.io/pricing"},"flatPrice":null,"moneyBack":null},"shortAnswer":"Keep Lebesgue. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Lebesgue's competitive benchmarking + marketing audit, for €99.","facts":{"multiTouch":{"value":true,"source":"https://lebesgue.io/pricing","evidence":"Multi-Touch: Full credit, Linear, Position-Based, Time Decay"},"mixModel":{"value":true,"source":"https://lebesgue.io/lebesgue-mmm","evidence":"We'll train your MMM model on your data and deliver results in about a week."},"serverSideTracking":{"value":true,"source":"https://lebesgue.io/pricing","evidence":"Server-side tracking with Le Enricher"},"readsGA4":{"value":true,"source":"https://lebesgue.io/","evidence":"Lebesgue connects with Shopify, WooCommerce, Meta Ads, Google Ads, TikTok Ads, Klaviyo, Amazon, and GA4."},"platforms":{"value":["Shopify","WooCommerce","Amazon"],"source":"https://lebesgue.io/","evidence":"Lebesgue connects with Shopify, WooCommerce, Meta Ads, Google Ads, TikTok Ads, Klaviyo, Amazon, and GA4."},"selfServeSignup":{"value":true,"source":"https://lebesgue.io/pricing","evidence":"Get started for free. Grow with data, not guesses."},"freeTrialOrPlan":{"value":"Free plan; 14-day free trial on paid plans","source":"https://lebesgue.io/pricing","evidence":"Start with the most generous free plan in the market."},"contract":{"value":"Monthly or annual","source":"https://apps.shopify.com/advertising-insights","evidence":"$79 / month or $711/year and save 25%"},"headquarters":{"value":"San Francisco, United States","source":"https://www.linkedin.com/company/lebesgue","evidence":"Headquarters San Francisco, California"},"founded":{"value":2021,"source":"https://www.linkedin.com/company/lebesgue","evidence":"Founded 2021"},"capterraRating":{"value":{"stars":4.9,"reviews":44},"source":"https://www.capterra.com/p/238852/Lebesgue/","evidence":"Overall rating Based on 44 user reviews See all reviews 4.9"},"shopifyAppRating":{"value":{"stars":4.9,"reviews":133},"source":"https://apps.shopify.com/advertising-insights","evidence":"Rating 4.9 (133)"}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/lebesgue","compare":"https://www.causalityengine.ai/compare/lebesgue","switchFrom":"https://www.causalityengine.ai/switch-from/lebesgue"}},{"slug":"lifesight","name":"Lifesight","homepage":"https://lifesight.io/","tagline":"Agentic unified marketing measurement platform","method":"Causal MMM, geo-lift tests and calibrated attribution","startingPrice":"Custom pricing","pricingModel":"Three demo-led tiers (Performance, Precision, Enterprise) sold as one annual subscription priced on data and marketing maturity","pricingSource":null,"setup":"Connect commerce, ad and other data sources; onboarding takes a few days to a few weeks","bestFor":"Mid-sized to enterprise brands spending across many channels","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"No public price","note":"Quoted through sales","source":null},"flatPrice":null,"moneyBack":null},"shortAnswer":"Keep Lifesight. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Lifesight's causal MMM, geo-lift tests and calibrated attribution, for €99.","facts":{"mixModel":{"value":true,"source":"https://lifesight.io/pricing/","evidence":"Everything in Performance, plus: Causal MMM with geo-test calibration support"},"incrementalityTests":{"value":true,"source":"https://lifesight.io/pricing/","evidence":"Run geo-tests on all major supported platforms"},"readsGA4":{"value":true,"source":"https://lifesight.io/solutions/dtc-ecommerce/","evidence":"What data do we need to start? Commerce platform, ad accounts, GA4 (optional), and ESP/SMS."},"platforms":{"value":["Shopify","Salesforce Commerce Cloud"],"source":"https://lifesight.io/integrations/","evidence":"BigQuery Salesforce Commerce Cloud Taboola ... Linkedin Ads Shopify Google Ads"},"selfServeSignup":{"value":false,"source":"https://lifesight.io/pricing/","evidence":"Best for growing mid-sized brands who spend on paid across multiple online platforms and sell via online channels Book a Demo"},"freeTrialOrPlan":{"value":"Demo only","source":"https://lifesight.io/pricing/","evidence":"Best for growing mid-sized brands who spend on paid across multiple online platforms and sell via online channels Book a Demo"},"contract":{"value":"Annual","source":"https://lifesight.io/pricing/","evidence":"We offer a single annual subscription for all modules within our platform"},"euDataResidency":{"value":true,"source":"https://lifesight.io/trust-center/","evidence":"Data residency is configurable across EU, US, UK, India, and Singapore ."},"headquarters":{"value":"New York, United States","source":"https://www.linkedin.com/company/lifesight","evidence":"Headquarters New York City, New York Type Privately Held Founded 2017"},"founded":{"value":2017,"source":"https://www.linkedin.com/company/lifesight","evidence":"Headquarters New York City, New York Type Privately Held Founded 2017"},"needsPixelOrSdk":{"value":false,"source":"https://docs.lifesight.io/docs/who-is-lifesight-for","evidence":"Is user-level tracking required? No. Lifesight is privacy-safe by design. It relies on aggregate and geo-level methods, plus platform data you already have."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/lifesight","compare":"https://www.causalityengine.ai/compare/lifesight","switchFrom":"https://www.causalityengine.ai/switch-from/lifesight"}},{"slug":"lifetimely","name":"Lifetimely","homepage":"https://useamp.com/products/analytics","tagline":"LTV and profit analytics for Shopify","method":"Cohort analysis + LTV prediction","startingPrice":"Free plan; paid from $49/mo","pricingModel":"Priced on monthly Shopify order volume: free up to 50 orders, then S $49 to Unlimited $999 a month","pricingSource":{"url":"https://apps.shopify.com/lifetimely-lifetime-value-and-profit-analytics","read":"2026-10-12"},"setup":"15 minutes","bestFor":"Understanding customer lifetime value and profit margins","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"Free plan; paid from $49/mo","source":"https://apps.shopify.com/lifetimely-lifetime-value-and-profit-analytics"},"flatPrice":{"value":"No","note":"Priced on your order volume","source":"https://apps.shopify.com/lifetimely-lifetime-value-and-profit-analytics"},"moneyBack":{"value":"Annual fees are non-refundable","note":null,"source":"https://useamp.com/legal/"}},"shortAnswer":"Keep Lifetimely. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Lifetimely's cohort analysis + LTV prediction, for €99.","facts":{"postPurchaseSurvey":{"value":true,"source":"https://help.useamp.com/article/1048-how-to-add-a-post-purchase-survey-in-shopify","evidence":"Lifetimely's post-purchase survey is a powerful way to collect customer attribution data directly from your Shopify thank you page."},"platforms":{"value":["Shopify","Amazon"],"source":"https://useamp.com/integrations/","evidence":"Compare Amazon and Shopify sales and customer performance."},"selfServeSignup":{"value":true,"source":"https://useamp.com/pricing/","evidence":"Why doesn't S show a Book a Demo button? S is self-service."},"freeTrialOrPlan":{"value":"Free plan (up to 50 orders/month); 14-day free trial on paid plans","source":"https://useamp.com/pricing/","evidence":"Every paid plan (S, M, L, XL, XXL) starts with a 14-day free trial. … Free is for stores doing up to 50 orders/month"},"contract":{"value":"Monthly","source":"https://useamp.com/pricing/","evidence":"XL ($499/mo) goes to 15,000 orders/month with a dedicated account manager."},"founded":{"value":2019,"source":"https://www.linkedin.com/company/lifetimely/","evidence":"Founded 2019"},"shopifyAppRating":{"value":{"stars":4.9,"reviews":557},"source":"https://apps.shopify.com/lifetimely-lifetime-value-and-profit-analytics","evidence":"Rating 4.9 (557)"},"headquarters":{"value":"Singapore, Singapore","source":"https://useamp.com/legal/","evidence":"Lifetimely Lifetimely Singapore Pte Ltd (UEN 202235174Z) 90 Eu Tong Sen Street #03-02 Singapore 059811"},"refundPolicy":{"value":"Annual fees are non-refundable","source":"https://useamp.com/legal/","evidence":"Except as provided by Shopify or required by applicable law, annual fees are non-refundable, including on cancellation during the term."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/lifetimely","compare":"https://www.causalityengine.ai/compare/lifetimely","switchFrom":"https://www.causalityengine.ai/switch-from/lifetimely"}},{"slug":"littledata","name":"Littledata","homepage":"https://www.littledata.io","tagline":"Shopify to Google Analytics connector","method":"Data layer tracking for GA4/Segment","startingPrice":"$0.35 per order (Flex)","pricingModel":"Flex from $0.35 per order with no monthly minimum; Scale from $159/mo and Plus from $792/mo billed annually; per brand by monthly orders","pricingSource":{"url":"https://www.littledata.io/plans","read":"2026-10-12"},"setup":"30 minutes","bestFor":"Shopify brands wanting accurate GA4 data","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Usage-based","note":"$0.35 per order (Flex)","source":"https://www.littledata.io/plans"},"flatPrice":{"value":"No","note":"Priced on your order volume","source":"https://www.littledata.io/plans"},"moneyBack":null},"shortAnswer":"Keep Littledata. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Littledata's data layer tracking for GA4/Segment, for €99.","facts":{"serverSideTracking":{"value":true,"source":"https://www.littledata.io/","evidence":"Littledata streams verified, server-side conversions from Shopify to Google Enhanced Conversions and Meta's Conversions API"},"needsPixelOrSdk":{"value":true,"source":"https://help.littledata.io/integrations/shopify-to-google-analytics/how-it-works-shopify-to-ga4","evidence":"Client-side events tracked by Littledata, via a script loaded within your Shopify theme."},"readsGA4":{"value":true,"source":"https://www.littledata.io/","evidence":"Littledata connects Shopify to Google Analytics (GA4), Google Ads, Meta Ads, Klaviyo, TikTok, Microsoft Advertising, Pinterest, and Segment."},"platforms":{"value":["Shopify"],"source":"https://www.littledata.io/plans","evidence":"Works with any Shopify store"},"selfServeSignup":{"value":true,"source":"https://www.littledata.io/","evidence":"Install the Littledata app from the Shopify App Store and connect your channels"},"freeTrialOrPlan":{"value":"30-day free trial","source":"https://www.littledata.io/plans","evidence":"Every plan includes a 30-day free trial with no commitment."},"contract":{"value":"Monthly or annual","source":"https://www.littledata.io/plans","evidence":"After the trial, you are billed monthly or annually through your Shopify bill."},"headquarters":{"value":"Newbury, United Kingdom","source":"https://www.linkedin.com/company/littledata","evidence":"Headquarters Newbury, England"},"shopifyAppRating":{"value":{"stars":4.8,"reviews":144},"source":"https://apps.shopify.com/littledata","evidence":"Rating 4.8 (144)"},"founded":{"value":2014,"source":"https://find-and-update.company-information.service.gov.uk/company/09084467","evidence":"Incorporated on 12 June 2014"}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/littledata","compare":"https://www.causalityengine.ai/compare/littledata","switchFrom":"https://www.causalityengine.ai/switch-from/littledata"}},{"slug":"measured","name":"Measured","homepage":"https://www.measured.com","tagline":"Incrementality and media optimization","method":"Geo-based incrementality testing","startingPrice":"Custom (enterprise)","pricingModel":"Enterprise plans quoted via sales; no public pricing page","pricingSource":null,"setup":"4 to 8 weeks per test","bestFor":"Enterprise brands running formal incrementality programs","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"No public price","note":"Quoted through sales","source":null},"flatPrice":null,"moneyBack":{"value":"No refunds; fees are non-cancelable and non-refundable","note":null,"source":"https://www.measured.com/media/Measured-TOS-11-22-2024.pdf"}},"shortAnswer":"Keep Measured. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Measured's geo-based incrementality testing, for €99.","facts":{"mixModel":{"value":true,"source":"https://www.measured.com/","evidence":"Media Mix Modeling Causal MMM calibrated with incrementality tests"},"incrementalityTests":{"value":true,"source":"https://www.measured.com/","evidence":"Incrementality Testing Automated geo and audience split experiments"},"readsGA4":{"value":true,"source":"https://www.measured.com/integration/google-analytics/","evidence":"Google Analytics Incrementality Measurement with Measured and Google Analytics To Inform Marketing Attribution"},"platforms":{"value":["Shopify","Amazon"],"source":"https://www.measured.com/integrations/","evidence":"Amazon Sales The Measured Intelligence Suite App in Amazon Developer Apps helps connect Amazon Sales data to…"},"freeTrialOrPlan":{"value":"No public pricing; website offers demo only; Shopify app listed as Free","source":"https://apps.shopify.com/measured-app","evidence":"Pricing Free"},"headquarters":{"value":"Austin, United States","source":"https://www.linkedin.com/company/measuredinc/","evidence":"Headquarters Austin, Texas … 1801 Rockmoor Ave Austin, Texas 78703, US (Primary)"},"founded":{"value":2017,"source":"https://www.measured.com/about/","evidence":"Founded A proven category leader. 2017"},"shopifyAppRating":{"value":{"stars":5,"reviews":13},"source":"https://apps.shopify.com/measured-app","evidence":"5.0 (13)"},"contract":{"value":"Term set in each signed order form (SOF); fees non-cancelable","source":"https://www.measured.com/media/Measured-TOS-11-22-2024.pdf","evidence":"The term of each SOF shall be set forth on the SOF."},"capterraRating":{"value":{"stars":5,"reviews":10},"source":"https://www.capterra.com/p/188418/Cross-Channel-Attribution-Planning/","evidence":"Overall rating Based on 10 user reviews See all reviews 5.0"},"refundPolicy":{"value":"No refunds; fees are non-cancelable and non-refundable","source":"https://www.measured.com/media/Measured-TOS-11-22-2024.pdf","evidence":"EACH ORDER FORM MAY NOT BE CANCELLED ONCE THESE TERMS HAS BEEN ACCEPTED, AND NO REFUNDS WILL BE GRANTED."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/measured","compare":"https://www.causalityengine.ai/compare/measured","switchFrom":"https://www.causalityengine.ai/switch-from/measured"}},{"slug":"mixpanel","name":"Mixpanel","homepage":"https://mixpanel.com","tagline":"Product analytics for user behavior","method":"Event-based product analytics","startingPrice":"Free plan; Growth from $0","pricingModel":"Free up to 1M events a month; Growth priced on event volume above the first 1M; Enterprise quoted","pricingSource":{"url":"https://mixpanel.com/pricing/","read":"2026-10-12"},"setup":"SDK or tracking snippet install","bestFor":"Product teams analyzing in-app user behavior","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"Free plan; Growth from $0","source":"https://mixpanel.com/pricing/"},"flatPrice":{"value":"No","note":"Priced on your traffic or events","source":"https://mixpanel.com/pricing/"},"moneyBack":{"value":"Fees are non-refundable","note":null,"source":"https://mixpanel.com/legal/terms-of-use/"}},"shortAnswer":"Keep Mixpanel. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Mixpanel's event-based product analytics, for €99.","facts":{"multiTouch":{"value":true,"source":"https://docs.mixpanel.com/docs/features/computed-properties#attribution","evidence":"or to multiple touchpoints using a multi-touch attribution model like U-shape or Linear."},"serverSideTracking":{"value":true,"source":"https://docs.mixpanel.com/docs/tracking-methods/choosing-the-right-method","evidence":"Server-Side Tracking. In this method, you send events from your servers to Mixpanel."},"readsGA4":{"value":true,"source":"https://docs.mixpanel.com/docs/migration/google-analytics","evidence":"Our Warehouse Connector will automatically detect GA4 datasets in BigQuery."},"selfServeSignup":{"value":true,"source":"https://mixpanel.com/pricing/","evidence":"Free forever. Explore product intelligence for free. No credit card required. Sign Up"},"freeTrialOrPlan":{"value":"Free plan (free forever, up to 1M events/month)","source":"https://mixpanel.com/pricing/","evidence":"Free forever ... Up to 1M events / month"},"euDataResidency":{"value":true,"source":"https://docs.mixpanel.com/docs/privacy/eu-residency","evidence":"the option to process and store your customers' personal data in Europe via our EU Data Residency Program."},"headquarters":{"value":"San Francisco, United States","source":"https://www.linkedin.com/company/mixpanel-inc-","evidence":"Headquarters San Francisco, CA"},"founded":{"value":2009,"source":"https://www.linkedin.com/company/mixpanel-inc-","evidence":"Founded 2009"},"capterraRating":{"value":{"stars":4.5,"reviews":146},"source":"https://www.capterra.com/p/158740/Mixpanel/","evidence":"4.5 (146) ... Overall rating Based on 146 user reviews"},"contract":{"value":"Monthly or annual (Growth plan); Enterprise on custom terms","source":"https://mixpanel.com/pricing/","evidence":"Save $480/yr with annual billing"},"refundPolicy":{"value":"Fees are non-refundable","source":"https://mixpanel.com/legal/terms-of-use/","evidence":"Fees paid hereunder, including A La Carte Fees, are non-cancellable during a Term, are non-refundable"}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/mixpanel","compare":"https://www.causalityengine.ai/compare/mixpanel","switchFrom":"https://www.causalityengine.ai/switch-from/mixpanel"}},{"slug":"northbeam","name":"Northbeam","homepage":"https://www.northbeam.io","tagline":"Multi-touch attribution for scaling DTC brands","method":"Machine-learning multi-touch attribution","startingPrice":"$1,500/mo (Starter)","pricingModel":"Plans by ad spend: Starter $1,500 (under $1.5M a year), Professional $3,500 a month, Growth and Enterprise quoted; price informed by pageviews","pricingSource":{"url":"https://www.northbeam.io/pricing","read":"2026-10-12"},"setup":"Managed onboarding via integration","bestFor":"DTC brands scaling paid media, from Shopify Starter up to enterprise","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"$1,500/mo (Starter)","source":"https://www.northbeam.io/pricing"},"flatPrice":{"value":"No","note":"Priced on your ad spend","source":"https://www.northbeam.io/pricing"},"moneyBack":{"value":"Fees are non-refundable","note":null,"source":"https://www.northbeam.io/terms-conditions"}},"shortAnswer":"Keep Northbeam. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Northbeam's machine-learning multi-touch attribution, for €99.","facts":{"multiTouch":{"value":true,"source":"https://www.northbeam.io/pricing","evidence":"Independent, first-party multi-touch attribution across all your ad channels"},"mixModel":{"value":true,"source":"https://www.northbeam.io/pricing","evidence":"Media mix modeling made fast, easy, and flexible."},"incrementalityTests":{"value":true,"source":"https://www.northbeam.io/products/incrementality","evidence":"Save time and money with Northbeam's easy-to-set-up and laser-accurate incrementality testing."},"serverSideTracking":{"value":true,"source":"https://docs.northbeam.io/docs/northbeam-apex","evidence":"The current version of Apex sends order-level data to Meta via CAPI and is the foundation for active Meta-side optimization."},"needsPixelOrSdk":{"value":true,"source":"https://docs.northbeam.io/docs/non-shopify-installation","evidence":"1. Install the Northbeam Pixel | Visits and page views on every page | Required … The pixel must run on every page of your site."},"platforms":{"value":["Shopify","Amazon"],"source":"https://docs.northbeam.io/docs/integrations-and-utms","evidence":"Northbeam has native integrations with: … Amazon Seller"},"selfServeSignup":{"value":false,"source":"https://www.northbeam.io/pricing","evidence":"Contact us for a quote … book a demo"},"freeTrialOrPlan":{"value":"Demo only","source":"https://www.northbeam.io/pricing","evidence":"book a demo"},"contract":{"value":"Monthly on Starter; annual on Professional and Enterprise","source":"https://www.northbeam.io/pricing","evidence":"Our Starter plan offers month-to-month usage-based pricing … our Professional and Enterprise plans are annual terms with annual, or semi-annual billing"},"headquarters":{"value":"San Francisco, United States","source":"https://www.linkedin.com/company/northbeam/","evidence":"Headquarters San Francisco"},"founded":{"value":2019,"source":"https://www.northbeam.io/about-us","evidence":"Since our founding in 2019"},"capterraRating":{"value":{"stars":3.5,"reviews":2},"source":"https://www.capterra.com/p/10003962/Northbeam/","evidence":"3.5 (2) … Overall rating Based on 2 user reviews"},"refundPolicy":{"value":"Fees are non-refundable","source":"https://www.northbeam.io/terms-conditions","evidence":"Except as expressly set forth herein or in an Order Form or SOW, all Fees are fully earned and non-refundable when due."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/northbeam","compare":"https://www.causalityengine.ai/compare/northbeam","switchFrom":"https://www.causalityengine.ai/switch-from/northbeam"}},{"slug":"oribi","name":"Oribi","homepage":null,"tagline":"No-code marketing analytics (acquired by LinkedIn)","method":"Auto-event tracking + basic attribution","startingPrice":"No public pricing","pricingModel":"Acquired by LinkedIn (2022); its old domain now hosts an unrelated site, so no price is quoted","pricingSource":null,"setup":"30 minutes","bestFor":"Non-technical marketers wanting auto-tracking","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"No public price","note":"Quoted through sales","source":null},"flatPrice":null,"moneyBack":null},"shortAnswer":"Keep Oribi. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Oribi's auto-event tracking + basic attribution, for €99.","facts":{"headquarters":{"value":"Tel Aviv, Israel","source":"https://www.linkedin.com/company/oribi","evidence":"Headquarters Tel Aviv Type Privately Held Founded 2016"},"founded":{"value":2016,"source":"https://www.linkedin.com/company/oribi","evidence":"Headquarters Tel Aviv Type Privately Held Founded 2016"}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/oribi","compare":"https://www.causalityengine.ai/compare/oribi","switchFrom":"https://www.causalityengine.ai/switch-from/oribi"}},{"slug":"peel-insights","name":"Peel Insights","homepage":"https://www.peelinsights.com","tagline":"DTC analytics and cohort analysis","method":"Cohort-based analytics and retention tracking","startingPrice":"$179/mo","pricingModel":"Core $179, Essentials $449, Accelerate $809 a month at the annual rate ($199, $499, $899 month-to-month), chosen by monthly store orders","pricingSource":{"url":"https://www.peelinsights.com/pricing","read":"2026-10-12"},"setup":"15 minutes","bestFor":"Shopify brands wanting cohort and retention analytics","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"$179/mo","source":"https://www.peelinsights.com/pricing"},"flatPrice":{"value":"No","note":"Priced on your order volume","source":"https://www.peelinsights.com/pricing"},"moneyBack":null},"shortAnswer":"Keep Peel Insights. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Peel Insights' cohort-based analytics and retention tracking, for €99.","facts":{"multiTouch":{"value":true,"source":"https://www.peelinsights.com/pricing","evidence":"Revenue & Cost Intelligence: COGS (RefN), automated currency conversion, multi-touch attribution with UTM"},"needsPixelOrSdk":{"value":false,"source":"https://help.peelinsights.com/docs/getting-started","evidence":"Peel automated analysis reports are 100% \"out of the box\" (no coding & no set up)"},"readsGA4":{"value":true,"source":"https://help.peelinsights.com/docs/google-analytics-4","evidence":"Peel incorporates Google Analytics 4 metrics, enabling you to swiftly compare your web session metrics with our data analysis"},"platforms":{"value":["Shopify","Amazon"],"source":"https://www.peelinsights.com/pricing","evidence":"Data Connectors: Shopify & Amazon, GA 4, Ad Networks (Google, Meta, Amazon etc.), Klaviyo, Attentive, Fairing, Kno"},"selfServeSignup":{"value":true,"source":"https://www.peelinsights.com/pricing","evidence":"Free 7-day trial starting once your data is downloaded. No call, no commitment and no credit card required."},"freeTrialOrPlan":{"value":"7-day free trial","source":"https://www.peelinsights.com/pricing","evidence":"Free 7-day trial starting once your data is downloaded. No call, no commitment and no credit card required."},"contract":{"value":"Monthly (month-to-month) or annual rate billed monthly","source":"https://www.peelinsights.com/pricing","evidence":"Starting at $179/mo ANNUAL RATE, BILLED MONTHLY or $199/mo month-to-month"},"headquarters":{"value":"New York, United States","source":"https://www.linkedin.com/company/peel-insights","evidence":"Peel Insights Software Development New York, New York"},"shopifyAppRating":{"value":{"stars":5,"reviews":38},"source":"https://apps.shopify.com/peel-insights","evidence":"Rating 5.0 (38) Developer Peel"},"founded":{"value":2019,"source":"https://www.sec.gov/Archives/edgar/data/1875737/000187573721000001/xslFormDX01/primary_doc.xml","evidence":"Year of Incorporation/Organization ... Within Last Five Years (Specify Year) 2019"}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/peel-insights","compare":"https://www.causalityengine.ai/compare/peel-insights","switchFrom":"https://www.causalityengine.ai/switch-from/peel-insights"}},{"slug":"piwik-pro","name":"Piwik Pro","homepage":"https://piwik.pro","tagline":"Privacy-first analytics platform","method":"First-party web analytics with consent management","startingPrice":"€36/mo","pricingModel":"Business from €36/mo; Enterprise from €366/mo billed annually","pricingSource":{"url":"https://piwikpro.de/preise/","read":"2026-10-12"},"setup":"Tracking code install, with its consent manager","bestFor":"Privacy-conscious organizations needing GA4 alternative","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"€36/mo","source":"https://piwikpro.de/preise/"},"flatPrice":null,"moneyBack":{"value":"Fees are non-refundable","note":null,"source":"https://piwik.pro/business-tos/"}},"shortAnswer":"Keep Piwik Pro. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Piwik Pro's first-party web analytics with consent management, for €99.","facts":{"multiTouch":{"value":true,"source":"https://help.piwik.pro/support/questions/attribution-models/","evidence":"Piwik PRO offers various attribution models to choose from: last-click, position-based, first-click, last-non-direct-click, time-decay, linear and custom models."},"serverSideTracking":{"value":true,"source":"https://piwikpro.de/server-side-tracking-tagging/","evidence":"Implementieren Sie das hybride Server-Side-Tracking von Piwik PRO mit einem First-Party-Collector für sichere und flexible Analysen."},"needsPixelOrSdk":{"value":true,"source":"https://piwik.pro/integrations/","evidence":"Install the Piwik PRO module to add the tracking code container."},"readsGA4":{"value":false,"source":"https://help.piwik.pro/support/questions/can-i-import-data-from-google-analytics/","evidence":"Unfortunately, it's not possible to import data from Google Analytics to Piwik PRO."},"platforms":{"value":["Shopify","WooCommerce"],"source":"https://piwik.pro/integrations/","evidence":"Easily integrate Piwik PRO with your Shopify store to track customer behavior, optimize sales, and improve marketing efforts."},"selfServeSignup":{"value":true,"source":"https://piwikpro.de/preise/","evidence":"Nein, Sie müssen keine Kreditkartendaten angeben, um die Testversion des Business-Plans zu starten."},"freeTrialOrPlan":{"value":"30-day free trial (Business plan, EU-language sites)","source":"https://piwikpro.de/preise/","evidence":"Die Testversion ist 30 Tage gültig."},"contract":{"value":"Monthly or annual (Business); annual (Enterprise)","source":"https://piwikpro.de/preise/","evidence":"Wir rechnen Ihr Abonnement im Voraus ab - monatlich oder jährlich, je nach gewähltem Plan."},"euDataResidency":{"value":true,"source":"https://piwik.pro/privacy-security/","evidence":"Our clients can choose between Azure cloud servers in the US, Germany, Hong Kong, the Netherlands, and Elastx in Sweden."},"headquarters":{"value":"Wrocław, Poland","source":"https://www.linkedin.com/company/piwik-pro/","evidence":"Headquarters Wroclaw"},"founded":{"value":2013,"source":"https://piwik.pro/about/","evidence":"Piwik PRO was launched in 2013 as an Analytics Platform built with privacy at its core."},"capterraRating":{"value":{"stars":4.6,"reviews":21},"source":"https://www.capterra.com/p/150623/Piwik/","evidence":"Overall rating Based on 21 user reviews See all reviews 4.6"},"refundPolicy":{"value":"Fees are non-refundable","source":"https://piwik.pro/business-tos/","evidence":"All Fees are non-cancellable and once paid are non-refundable."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/piwik-pro","compare":"https://www.causalityengine.ai/compare/piwik-pro","switchFrom":"https://www.causalityengine.ai/switch-from/piwik-pro"}},{"slug":"polar-analytics","name":"Polar Analytics","homepage":"https://www.polaranalytics.com","tagline":"All-in-one DTC analytics platform","method":"Deterministic multi-touch attribution on its first-party pixel","startingPrice":"$750/mo","pricingModel":"Core Plan from $750/mo on the Shopify App Store, priced on online GMV, with discounts for annual terms; on its own site every plan is booked through a demo, and incrementality tests are priced per test or quarterly","pricingSource":{"url":"https://apps.shopify.com/polar-analytics","read":"2026-10-12"},"setup":"30 minutes","bestFor":"DTC brands wanting unified BI + basic attribution","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"$750/mo","source":"https://apps.shopify.com/polar-analytics"},"flatPrice":{"value":"No","note":"Priced on your revenue","source":"https://apps.shopify.com/polar-analytics"},"moneyBack":null},"shortAnswer":"Keep Polar Analytics. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Polar Analytics' deterministic multi-touch attribution on its first-party pixel, for €99.","facts":{"multiTouch":{"value":true,"source":"https://www.polaranalytics.com/pricing","evidence":"Business Intelligence Turn analytics, alerts, and reporting into business decisions Includes Dashboard library Custom reporting Multi-touch attribution"},"incrementalityTests":{"value":true,"source":"https://www.polaranalytics.com/l/causal-lift","evidence":"Always-On Incrementality Testing Measure the true incremental impact of your marketing spend Geo-based experiments that separate causation from correlation."},"serverSideTracking":{"value":true,"source":"https://www.polaranalytics.com/pricing","evidence":"Advertising Signals Send conversion events to Meta and Google Ads Includes Google Ads CAPI Meta Ads CAPI"},"readsGA4":{"value":true,"source":"https://www.polaranalytics.com/integrations/google-analytics","evidence":"Connect Google Analytics and sessions, source and medium, and on-site behaviour flow into Polar."},"platforms":{"value":["Shopify","Amazon"],"source":"https://www.polaranalytics.com/connectors","evidence":"Core sources like Shopify, Meta Ads, Google Ads, Klaviyo, Google Analytics, Amazon Seller Central, Recharge and TikTok connect natively with a single OAuth authorization."},"selfServeSignup":{"value":false,"source":"https://www.polaranalytics.com/pricing","evidence":"Core Plan The essential data stack … Book a demo Custom Plan A customizable product stack … Book a demo"},"freeTrialOrPlan":{"value":"Demo only (no free trial or free plan mentioned)","source":"https://www.polaranalytics.com/pricing","evidence":"Saves 20% on individual product costs Book a demo"},"contract":{"value":"Monthly or annual (discount for annual terms)","source":"https://apps.shopify.com/polar-analytics","evidence":"$750 / month … Pricing based on online GMV. Discounts available for annual terms."},"founded":{"value":2020,"source":"https://www.linkedin.com/company/polaranalytics/","evidence":"Founded 2020"},"shopifyAppRating":{"value":{"stars":4.9,"reviews":116},"source":"https://apps.shopify.com/polar-analytics","evidence":"Overall rating 4.9 … Reviews (116)"},"headquarters":{"value":"Paris, France","source":"https://www.linkedin.com/company/polaranalytics/","evidence":"Headquarters Paris"}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/polar-analytics","compare":"https://www.causalityengine.ai/compare/polar-analytics","switchFrom":"https://www.causalityengine.ai/switch-from/polar-analytics"}},{"slug":"prescient-ai","name":"Prescient AI","homepage":"https://prescientai.com","tagline":"AI-powered media mix optimization","method":"ML-based media mix modeling","startingPrice":"Custom (quote)","pricingModel":"SMB, Growth and Enterprise tiers by business size, adjusted for the number of sales channels, on annual contracts; built for brands spending $100K+ a month on advertising; quoted via demo, no public price","pricingSource":{"url":"https://prescientai.com/pricing","read":"2026-10-12"},"setup":"1 to 2 weeks","bestFor":"Brands wanting ML-driven budget allocation","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"No public price","note":"Quoted through sales","source":null},"flatPrice":null,"moneyBack":{"value":"Fees are non-refundable","note":null,"source":"https://prescientai.com/legal/terms-of-service"}},"shortAnswer":"Keep Prescient AI. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Prescient AI's ML-based media mix modeling, for €99.","facts":{"mixModel":{"value":true,"source":"https://prescientai.com/how-were-different","evidence":"Prescient's Marketing Mix Model is built from the ground up on proprietary neural networks and machine learning"},"needsPixelOrSdk":{"value":false,"source":"https://prescientai.com/how-were-different","evidence":"We built for a world where marketers need measurement that doesn't depend on pixels, cookies, or platform self-reporting."},"readsGA4":{"value":true,"source":"https://prescientai.com/integrations/google-analytics","evidence":"Google Analytics Fully Available Connect GA4 web analytics for site traffic, conversion, and user behavior data."},"platforms":{"value":["Shopify","BigCommerce","Salesforce Commerce Cloud","Amazon"],"source":"https://prescientai.com/integrations","evidence":"BigCommerce Connect BigCommerce store revenue and order data for DTC sales measurement in your Marketing Mix Model."},"selfServeSignup":{"value":false,"source":"https://prescientai.com/pricing","evidence":"Book a demo and we'll walk through a proposal tailored to your business."},"freeTrialOrPlan":{"value":"Demo only (no free trial or free plan mentioned)","source":"https://prescientai.com/pricing","evidence":"See your custom proposal Tell us about your channels, spend, and goals. … Book a demo No commitment to buy"},"contract":{"value":"Annual","source":"https://prescientai.com/pricing","evidence":"What's the contract structure? Annual contracts."},"multiTouch":{"value":false,"source":"https://prescientai.com/how-were-different","evidence":"Prescient built our Marketing Mix Model from the ground up using proprietary neural networks. It's all we do, and the math is better."},"refundPolicy":{"value":"Fees are non-refundable","source":"https://prescientai.com/legal/terms-of-service","evidence":"You shall pay Company the Fees set forth in an Order, which are non-creditable and non-refundable."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/prescient-ai","compare":"https://www.causalityengine.ai/compare/prescient-ai","switchFrom":"https://www.causalityengine.ai/switch-from/prescient-ai"}},{"slug":"recast","name":"Recast","homepage":"https://getrecast.com","tagline":"Bayesian MMM for modern marketers","method":"Bayesian marketing mix modeling","startingPrice":"Custom (quote)","pricingModel":"Quote-based; no public pricing page","pricingSource":null,"setup":"2 to 4 weeks","bestFor":"Brands wanting Bayesian MMM with longer historical analysis","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"No public price","note":"Quoted through sales","source":null},"flatPrice":null,"moneyBack":null},"shortAnswer":"Keep Recast. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Recast's Bayesian marketing mix modeling, for €99.","facts":{"mixModel":{"value":true,"source":"https://getrecast.com/","evidence":"Powered by a proprietary Bayesian MMM"},"incrementalityTests":{"value":true,"source":"https://getrecast.com/","evidence":"Design & analyze GeoLift incrementality experiments"},"selfServeSignup":{"value":false,"source":"https://getrecast.com/","evidence":"Meet with the Recast team. Bring your assumptions and business context. We configure Recast for your business"},"freeTrialOrPlan":{"value":"Demo only","source":"https://getrecast.com/demo-request/","evidence":"Schedule a Demo"},"headquarters":{"value":"New York, United States","source":"https://www.linkedin.com/company/recastlabs/","evidence":"Headquarters New York, New York"},"needsPixelOrSdk":{"value":false,"source":"https://getrecast.com/understanding-the-enigma-of-marketing-mix-modeling-mmm-without-tracking/","evidence":"When we talk to folks who are new to Media Mix Modeling (MMM) and tell them there's no pixel or digital tracking involved"}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/recast","compare":"https://www.causalityengine.ai/compare/recast","switchFrom":"https://www.causalityengine.ai/switch-from/recast"}},{"slug":"rockerbox","name":"Rockerbox","homepage":"https://www.rockerbox.com","tagline":"Omnichannel marketing measurement","method":"Multi-touch attribution, MMM and control-group incrementality testing","startingPrice":"Custom (enterprise)","pricingModel":"Enterprise; pricing not publicly listed","pricingSource":null,"setup":"Enterprise onboarding (integration-based)","bestFor":"Omnichannel brands with offline spend","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"No public price","note":"Quoted through sales","source":null},"flatPrice":null,"moneyBack":null},"shortAnswer":"Keep Rockerbox. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Rockerbox's multi-touch attribution, MMM and control-group incrementality testing, for €99.","facts":{"multiTouch":{"value":true,"source":"https://www.rockerbox.com/plans","evidence":"Customizable Attribution Models: Tailor how credit is distributed across touchpoints based on your business needs."},"mixModel":{"value":true,"source":"https://www.rockerbox.com/plans","evidence":"Rockerbox's MMM product makes it easier than ever to leverage this statistical modeling technique"},"incrementalityTests":{"value":true,"source":"https://www.rockerbox.com/plans","evidence":"Testing: Uncover the incrementality of your marketing with Rockerbox. Our fully managed offering allows you to determine the incremental impact"},"serverSideTracking":{"value":true,"source":"https://help.rockerbox.com/article/6lmqnhsp5i-google-conversions-api-capi","evidence":"Rockerbox's CAPI for Google Ads allows advertisers to send conversion data directly from Rockerbox to Google"},"needsPixelOrSdk":{"value":true,"source":"https://help.rockerbox.com/article/ok377m98u4-if-i-have-webhooks-can-i-turn-off-the-onsite-pixel","evidence":"Rockerbox requires on-site pixels to match your external user identifier to our cookie identifier."},"readsGA4":{"value":true,"source":"https://help.rockerbox.com/article/lfzrks8dkf-google-analytics-4","evidence":"The Google Analytics 4 integration allows Rockerbox to access aggregate reporting from the GA4 Data API."},"platforms":{"value":["Shopify","WooCommerce","Magento / Adobe Commerce"],"source":"https://www.rockerbox.com/integrations","evidence":"Ecommerce … Shopify has you covered. … Magento … with Rockerbox's tracking pixel. WooCommerce … delivers pixel-based marketing measurement in Rockerbox."},"selfServeSignup":{"value":false,"source":"https://www.rockerbox.com/plans","evidence":"Talk to an Expert … Request a Demo"},"freeTrialOrPlan":{"value":"Demo only","source":"https://www.rockerbox.com/plans","evidence":"Request a Demo"},"headquarters":{"value":"New York, United States","source":"https://www.rockerbox.com/privacy","evidence":"Rockerbox, Inc. is a marketing attribution and measurement company headquartered at 462 Broadway, New York, NY 10013, USA."},"founded":{"value":2013,"source":"https://www.linkedin.com/company/rockerbox/","evidence":"Founded 2013"},"capterraRating":{"value":{"stars":4,"reviews":1},"source":"https://www.capterra.com/p/177885/Rockerbox-Attribution-Platform/","evidence":"4.0 (1) … Overall rating Based on 1 user reviews"},"shopifyAppRating":{"value":{"stars":4.5,"reviews":12},"source":"https://apps.shopify.com/rockerbox","evidence":"Rating 4.5 (12)"},"contract":{"value":"Annual (12-month term, auto-renews)","source":"https://www.rockerbox.com/tc-05.2021-0-0","evidence":"This Agreement shall automatically renew for successive twelve (12) month periods at Rockerbox's then current rates"}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/rockerbox","compare":"https://www.causalityengine.ai/compare/rockerbox","switchFrom":"https://www.causalityengine.ai/switch-from/rockerbox"}},{"slug":"ruler-analytics","name":"Ruler Analytics","homepage":"https://www.ruleranalytics.com","tagline":"Closed-loop marketing attribution","method":"Cookie-based multi-touch attribution","startingPrice":"£269/mo","pricingModel":"Small from £269/mo billed annually (£299 monthly), Medium from £449/mo, Large from £899/mo, Advanced from £1,349/mo","pricingSource":{"url":"https://www.ruleranalytics.com/pricing/","read":"2026-09-08"},"setup":"1 to 2 weeks","bestFor":"Lead-gen businesses tracking calls and forms","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"£269/mo","source":"https://www.ruleranalytics.com/pricing/"},"flatPrice":null,"moneyBack":{"value":"No refunds; no contracts, cancel any time","note":null,"source":"https://www.ruleranalytics.com/terms-conditions/"}},"shortAnswer":"Keep Ruler Analytics. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Ruler Analytics' cookie-based multi-touch attribution, for €99.","facts":{"multiTouch":{"value":true,"source":"https://www.ruleranalytics.com/pricing/","evidence":"Multi-touch attribution (MTA) First Click Last Click Time Decay Linear Position Based Data-Driven & Impression"},"mixModel":{"value":true,"source":"https://www.ruleranalytics.com/pricing/","evidence":"Marketing mix modelling (MMM) Modelled ROAS Online & Offline Channels Diminishing Returns & Predictive Headroom Budget Scenario Planner"},"incrementalityTests":{"value":true,"source":"https://www.ruleranalytics.com/","evidence":"Measure click based channels with MTA Model impressions and offline with MMM Validate models & determine causation through incrementality tests"},"serverSideTracking":{"value":true,"source":"https://www.ruleranalytics.com/offline-conversions/","evidence":"Ruler can also send offline conversion IDs back to the ad platform for algorithmic bidding and targeting purposes."},"needsPixelOrSdk":{"value":true,"source":"https://help.ruleranalytics.com/en/articles/5484836-integration-guide","evidence":"Your Ruler tag must be on every page on the website you wish to track activity."},"readsGA4":{"value":true,"source":"https://www.ruleranalytics.com/integrations/google-analytics/","evidence":"Close the loop to send revenue back to Google Analytics"},"platforms":{"value":["Shopify","WooCommerce","BigCommerce","Magento / Adobe Commerce","Salesforce Commerce Cloud"],"source":"https://www.ruleranalytics.com/integrations/","evidence":"Ecommerce ... BigCommerce ... Magento ... Shopify ... WooCommerce"},"selfServeSignup":{"value":false,"source":"https://www.ruleranalytics.com/pricing/","evidence":"Get Started ... Request a Demo"},"freeTrialOrPlan":{"value":"Demo only (no free trial or free plan mentioned)","source":"https://www.ruleranalytics.com/pricing/","evidence":"Get Started ... Start accurately attributing revenue to your marketing activities Request a Demo"},"contract":{"value":"Monthly or annual (10% off annual)","source":"https://www.ruleranalytics.com/pricing/","evidence":"Save 10% on annual deals - agency partner rates also available. ... Monthly Annual save 10%"},"headquarters":{"value":"Liverpool, United Kingdom","source":"https://uk.linkedin.com/company/ruleranalytics","evidence":"Headquarters Liverpool"},"founded":{"value":2016,"source":"https://uk.linkedin.com/company/ruleranalytics","evidence":"Founded 2016"},"capterraRating":{"value":{"stars":3.7,"reviews":3},"source":"https://www.capterra.com/p/161093/Ruler-Analytics/","evidence":"3.7 (3)"},"refundPolicy":{"value":"No refunds; no contracts, cancel any time","source":"https://www.ruleranalytics.com/terms-conditions/","evidence":"We do not offer refunds however there are no contracts and you can cancel anytime."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/ruler-analytics","compare":"https://www.causalityengine.ai/compare/ruler-analytics","switchFrom":"https://www.causalityengine.ai/switch-from/ruler-analytics"}},{"slug":"segmentstream","name":"SegmentStream","homepage":"https://segmentstream.com","tagline":"AI-powered conversion modeling","method":"ML conversion probability modeling","startingPrice":"Custom pricing","pricingModel":"Priced per project after a discovery call, scaled by channels, data volume and expert involvement; no per-seat charge","pricingSource":{"url":"https://segmentstream.com/pricing","read":"2026-10-12"},"setup":"2 to 4 weeks","bestFor":"Enterprise brands with large budgets and data science teams","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"No public price","note":"Quoted through sales","source":null},"flatPrice":null,"moneyBack":{"value":"Fees are non-refundable","note":null,"source":"https://segmentstream.com/legal/msa"}},"shortAnswer":"Keep SegmentStream. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of SegmentStream's ML conversion probability modeling, for €99.","facts":{"multiTouch":{"value":true,"source":"https://segmentstream.com/","evidence":"Cross-Channel Attribution … First-Click Last Paid Click Multi-Touch + more models"},"incrementalityTests":{"value":true,"source":"https://segmentstream.com/measurement-engine/incrementality","evidence":"Incrementality Testing with Geo Holdout Experiments"},"serverSideTracking":{"value":true,"source":"https://segmentstream.com/integrations","evidence":"Forward qualifying conversions via server-side conversion tracking with conversion values and CRM identifiers for improved algorithmic bidding."},"readsGA4":{"value":true,"source":"https://segmentstream.com/integrations","evidence":"Works with your existing web & app event tracking. … Google Analytics 4"},"platforms":{"value":["Shopify"],"source":"https://segmentstream.com/integrations","evidence":"Commerce … Orders, subscriptions, and billing from your commerce and payment platforms. … Shopify Stripe"},"selfServeSignup":{"value":false,"source":"https://segmentstream.com/pricing","evidence":"Scoped to your business, priced after discovery. … One discovery call, then one proposal."},"freeTrialOrPlan":{"value":"No published plans; discovery call","source":"https://segmentstream.com/pricing","evidence":"Book a discovery call with our senior measurement partner."},"euDataResidency":{"value":true,"source":"https://segmentstream.com/trust","evidence":"Your data is stored in an isolated dataset on Google Cloud Platform in the region you select (EU or US)."},"headquarters":{"value":"London, United Kingdom","source":"https://www.linkedin.com/company/segmentstream/","evidence":"Headquarters London, England"},"founded":{"value":2018,"source":"https://segmentstream.com/about","evidence":"We started SegmentStream in 2018."},"contract":{"value":"Fixed initial term per order form; auto-renews for 12 months","source":"https://segmentstream.com/legal/msa","evidence":"these Terms shall automatically renew for a successive period of twelve (12) months (each a \"Renewal Term\")"},"refundPolicy":{"value":"Fees are non-refundable","source":"https://segmentstream.com/legal/msa","evidence":"(c) are non-cancelable and all payments are non-refundable."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/segmentstream","compare":"https://www.causalityengine.ai/compare/segmentstream","switchFrom":"https://www.causalityengine.ai/switch-from/segmentstream"}},{"slug":"segmetrics","name":"SegMetrics","homepage":"https://segmetrics.io/","tagline":"Multi-touch marketing attribution platform","method":"Pixel-based multi-touch attribution","startingPrice":"$57/mo","pricingModel":"Tiers (Launch $57, Grow $197, Scale $397, Enterprise by demo) priced on active contacts; monthly or annual billing (2 months free annually)","pricingSource":{"url":"https://segmetrics.io/pricing/","read":"2026-10-12"},"setup":"Tracking pixel on every page plus one-click integrations","bestFor":"Info-product, coaching, ecommerce and SaaS businesses, and agencies","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"$57/mo","source":"https://segmetrics.io/pricing/"},"flatPrice":{"value":"No","note":"Priced on your contact list","source":"https://segmetrics.io/pricing/"},"moneyBack":{"value":"Refund of any payment made in the last 30 days","note":null,"source":"https://segmetrics.io/terms-service/"}},"shortAnswer":"Keep SegMetrics. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of SegMetrics' pixel-based multi-touch attribution, for €99.","facts":{"multiTouch":{"value":true,"source":"https://segmetrics.io/","evidence":"SegMetrics is a multi-touch marketing attribution platform that ties conversions to actual revenue & LTV across ads, email, funnels, & AI search engines."},"serverSideTracking":{"value":true,"source":"https://segmetrics.io/pricing/","evidence":"Ad Conversion Feeder Send purchase conversions back your ad platforms to increase conversion"},"needsPixelOrSdk":{"value":true,"source":"https://docs.segmetrics.io/article/50-installing-tracking-pixel","evidence":"Copy the pixel code and put it on every page of your website, right before the closing </body> tag."},"platforms":{"value":["Shopify","WooCommerce","BigCommerce","Wix"],"source":"https://segmetrics.io/integration/","evidence":"BigCommerce An e-commerce platform; Shopify A simple way to create an online store; Wix Create a website you're proud of WooCommerce WooCommerce is a customizable"},"selfServeSignup":{"value":true,"source":"https://segmetrics.io/pricing/","evidence":"Launch $ 57 /mo ... Try 14 Days Free"},"freeTrialOrPlan":{"value":"14-day free trial","source":"https://segmetrics.io/pricing/","evidence":"All plans are 100% risk-free with our 14-day free trial!"},"contract":{"value":"Monthly or annual","source":"https://segmetrics.io/pricing/","evidence":"There are no long-term contracts with SegMetrics. You pick if you want monthly or annual billing, and you can cancel at any time."},"headquarters":{"value":"Portland, United States","source":"https://www.linkedin.com/company/segmetrics","evidence":"Headquarters Portland, Oregon Type Self-Owned"},"founded":{"value":2015,"source":"https://segmetrics.io/about-us/","evidence":"SegMetrics started in 2015 when our founder, Keith Perhac, was running a marketing agency"},"capterraRating":{"value":{"stars":4.8,"reviews":8},"source":"https://www.capterra.com/p/206769/SegMetrics/reviews/","evidence":"SegMetrics 4.8 (8) Provider data verified by our Software Research team"},"refundPolicy":{"value":"Refund of any payment made in the last 30 days","source":"https://segmetrics.io/terms-service/","evidence":"We will refund any payment made within the 30 days preceding your refund request."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/segmetrics","compare":"https://www.causalityengine.ai/compare/segmetrics","switchFrom":"https://www.causalityengine.ai/switch-from/segmetrics"}},{"slug":"singular","name":"Singular","homepage":"https://www.singular.net","tagline":"Marketing analytics and attribution for mobile","method":"Deterministic + probabilistic mobile attribution","startingPrice":"Free plan; Growth $0.05/conversion","pricingModel":"Free up to 15,000 paid conversions; Growth $0.05 per conversion; Enterprise custom","pricingSource":{"url":"https://www.singular.net/pricing/","read":"2026-10-12"},"setup":"1 to 2 weeks (SDK integration)","bestFor":"Mobile app companies and gaming studios","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Usage-based","note":"Free plan; Growth $0.05/conversion","source":"https://www.singular.net/pricing/"},"flatPrice":{"value":"No","note":"Priced on conversions","source":"https://www.singular.net/pricing/"},"moneyBack":{"value":"Fees are non-refundable","note":null,"source":"https://www.singular.net/terms/"}},"shortAnswer":"Keep Singular. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Singular's deterministic + probabilistic mobile attribution, for €99.","facts":{"multiTouch":{"value":true,"source":"https://www.singular.net/web-attribution/","evidence":"First-touch, last-touch, multi-touch, position-based, and data-driven models."},"incrementalityTests":{"value":true,"source":"https://www.singular.net/omnichannel-measurement/","evidence":"Multi-touch attribution and incrementality testing as complementary lenses, not competing ones."},"serverSideTracking":{"value":true,"source":"https://www.singular.net/web-attribution/","evidence":"Push web conversion events to ad network Conversions APIs (CAPIs), so platforms optimize against real outcomes rather than upper-funnel proxies."},"selfServeSignup":{"value":true,"source":"https://www.singular.net/pricing/","evidence":"$0 / conversion Start Now No credit card required 15,000 paid conversions"},"freeTrialOrPlan":{"value":"Free plan ($0/conversion, 15,000 paid conversions, no credit card)","source":"https://www.singular.net/pricing/","evidence":"$0 / conversion Start Now No credit card required 15,000 paid conversions"},"headquarters":{"value":"Palo Alto, United States","source":"https://www.linkedin.com/company/singular-labs","evidence":"Headquarters Palo Alto, California Type Privately Held Founded 2014"},"founded":{"value":2014,"source":"https://www.linkedin.com/company/singular-labs","evidence":"Headquarters Palo Alto, California Type Privately Held Founded 2014"},"capterraRating":{"value":{"stars":4.6,"reviews":27},"source":"https://www.capterra.com/p/153688/Unified-Marketing-Platform/","evidence":"Singular Software Review 2026: Features, Integrations, Pros & Cons 4.6 ( 27 )"},"refundPolicy":{"value":"Fees are non-refundable","source":"https://www.singular.net/terms/","evidence":"All your payment obligations are non-cancelable and all amounts paid in connection with the Services are non-refundable."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/singular","compare":"https://www.causalityengine.ai/compare/singular","switchFrom":"https://www.causalityengine.ai/switch-from/singular"}},{"slug":"statlas","name":"Statlas","homepage":"https://statlas.io","tagline":"Marketing performance analytics","method":"Cross-channel performance reporting","startingPrice":"$499/mo","pricingModel":"From $499/month on its Shopify App Store listing, billed every 30 days; 7-day free trial","pricingSource":{"url":"https://apps.shopify.com/statlas","read":"2026-10-12"},"setup":"30 minutes","bestFor":"DTC brands wanting consolidated performance dashboards","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"$499/mo","source":"https://apps.shopify.com/statlas"},"flatPrice":null,"moneyBack":null},"shortAnswer":"Keep Statlas. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Statlas' cross-channel performance reporting, for €99.","facts":{"platforms":{"value":["Shopify"],"source":"https://apps.shopify.com/statlas","evidence":"Statlas - Profitability comes from knowing your variables. | Shopify App Store"},"freeTrialOrPlan":{"value":"7-day free trial","source":"https://apps.shopify.com/statlas","evidence":"7-day free trial"},"contract":{"value":"Monthly","source":"https://apps.shopify.com/statlas","evidence":"Recurring and usage-based charges are billed every 30 days."},"headquarters":{"value":"Miami, United States","source":"https://apps.shopify.com/statlas","evidence":"66 W Flagler Street, Suite 900-2309, Miami, FL, 33130, US"},"shopifyAppRating":{"value":{"stars":4.6,"reviews":2},"source":"https://apps.shopify.com/statlas","evidence":"Rating 4.6 (2)"},"readsGA4":{"value":true,"source":"https://docs.statlas.io/docs/slas","evidence":"GA4 Data Synchronization 2:00; 14:00 Synchronizes Google Analytics 4 data Must refresh data within 1 hour"},"selfServeSignup":{"value":true,"source":"https://apps.shopify.com/statlas","evidence":"Pricing From $499/month. Free trial available. Free trial available Rating 4.6 (2) Developer Statlas Install"}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/statlas","compare":"https://www.causalityengine.ai/compare/statlas","switchFrom":"https://www.causalityengine.ai/switch-from/statlas"}},{"slug":"supermetrics","name":"Supermetrics","homepage":"https://supermetrics.com","tagline":"Marketing data pipeline tool","method":"Data extraction and aggregation (no attribution)","startingPrice":"$44/mo","pricingModel":"From $44/mo billed annually ($55 monthly); Growth from $177/mo ($222 monthly); extra destinations and users priced separately","pricingSource":{"url":"https://supermetrics.com/pricing","read":"2026-10-12"},"setup":"30 minutes","bestFor":"Marketers pulling data into spreadsheets and BI tools","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"$44/mo","source":"https://supermetrics.com/pricing"},"flatPrice":null,"moneyBack":{"value":"No refund for the rest of the period after cancelling (online subscriptions)","note":null,"source":"https://docs.supermetrics.com/docs/how-to-cancel-a-supermetrics-subscription"}},"shortAnswer":"Keep Supermetrics. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Supermetrics' data extraction and aggregation (no attribution), for €99.","facts":{"needsPixelOrSdk":{"value":false,"source":"https://supermetrics.com/pricing","evidence":"Supermetrics helps you pull granular marketing and sales data from the sources that matter to you."},"readsGA4":{"value":true,"source":"https://supermetrics.com/pricing","evidence":"Google Analytics 4"},"platforms":{"value":["Shopify","WooCommerce","BigCommerce","Magento / Adobe Commerce","Wix","Squarespace","Amazon"],"source":"https://supermetrics.com/pricing","evidence":"Shopify ... WooCommerce ... Adobe Commerce (Magento 2) ... Amazon Seller Central ... BigCommerce ... Squarespace Commerce ... Wix Commerce"},"selfServeSignup":{"value":true,"source":"https://supermetrics.com/pricing","evidence":"Get Starter ... Get Growth"},"freeTrialOrPlan":{"value":"14-day free trial, no credit card","source":"https://supermetrics.com/pricing","evidence":"Select a data source below to start your 14-day free trial. No credit card needed."},"contract":{"value":"Monthly or annual (20% off annual)","source":"https://supermetrics.com/pricing","evidence":"Save 20% with yearly plan Annually Monthly ... USD per month, billed monthly ... USD per month, billed yearly"},"euDataResidency":{"value":true,"source":"https://supermetrics.com/security","evidence":"Your data is processed on AWS and GCP servers in the EU."},"headquarters":{"value":"Helsinki, Finland","source":"https://supermetrics.com/about","evidence":"Helsinki Headquarters Kaivokatu 10 A 00100 Helsinki Finland"},"founded":{"value":2013,"source":"https://www.linkedin.com/company/supermetrics","evidence":"Founded 2013"},"capterraRating":{"value":{"stars":4.4,"reviews":109},"source":"https://www.capterra.com/p/162846/Supermetrics/","evidence":"4.4 (109)"},"shopifyAppRating":{"value":{"stars":2,"reviews":1},"source":"https://apps.shopify.com/supermetrics","evidence":"Rating 2.0 (1) Developer Supermetrics Oy"},"serverSideTracking":{"value":true,"source":"https://docs.supermetrics.com/docs/meta-conversions-api-capi-setup-for-data-activation","evidence":"The Data Activation connector for Meta Conversions API (CAPI) allows you to bridge this gap by sending server-to-server conversion data directly to Meta"},"refundPolicy":{"value":"No refund for the rest of the period after cancelling (online subscriptions)","source":"https://docs.supermetrics.com/docs/how-to-cancel-a-supermetrics-subscription","evidence":"When you cancel a subscription you bought online, we stop all future payments. We don't refund the remaining days of your current subscription period."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/supermetrics","compare":"https://www.causalityengine.ai/compare/supermetrics","switchFrom":"https://www.causalityengine.ai/switch-from/supermetrics"}},{"slug":"tapclicks","name":"TapClicks","homepage":"https://www.tapclicks.com/","tagline":"AI-powered marketing data and reporting platform","method":"Marketing data connectors and automated reporting","startingPrice":"Custom pricing","pricingModel":"Four packages (SmartStory, SmartReports, SmartAnalytics, SmartSuite) compared by features; prices are given only after scheduling an appointment, with a startup bundle of 10 clients included","pricingSource":null,"setup":"Connect data sources through native connectors; vendor says setup in minutes","bestFor":"Agencies, brands, franchises and media companies","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"No public price","note":"Quoted through sales","source":null},"flatPrice":null,"moneyBack":{"value":"Fees are non-refundable","note":null,"source":"https://resources.tapclicks.com/hubfs/Customer%20Terms%20and%20Conditions/2025%20TapClicks%20Terms%20&%20Conditions.pdf"}},"shortAnswer":"Keep TapClicks. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of TapClicks' marketing data connectors and automated reporting, for €99.","facts":{"readsGA4":{"value":true,"source":"https://www.tapclicks.com/platform/tapclicks-ga4","evidence":"Using our Channels feature, brings together all of your data sources, including Universal Analytics and GA4."},"platforms":{"value":["Shopify","Amazon"],"source":"https://www.tapclicks.com/solutions/ecommerce","evidence":"combine eCommerce metrics from Shopify / Amazon along with other metrics from multiple data sources into a customized dashboard."},"selfServeSignup":{"value":true,"source":"https://www.tapclicks.com/free-trial","evidence":"Start your 14-day free trial. No Credit Card Required."},"freeTrialOrPlan":{"value":"14-day free trial","source":"https://www.tapclicks.com/free-trial","evidence":"Try TapClicks Free for 14 Days"},"headquarters":{"value":"San Jose, United States","source":"https://www.tapclicks.com/about-us","evidence":"TapClicks was founded in 2009 and is headquartered in San Jose, California."},"founded":{"value":2009,"source":"https://www.tapclicks.com/about-us","evidence":"TapClicks was founded in 2009 and is headquartered in San Jose, California."},"capterraRating":{"value":{"stars":4.3,"reviews":175},"source":"https://www.capterra.com/p/145227/TapClicks/reviews/","evidence":"TapClicks 4.3 (175)"},"contract":{"value":"Monthly (unless the Order Form specifies otherwise)","source":"https://resources.tapclicks.com/hubfs/Customer%20Terms%20and%20Conditions/2025%20TapClicks%20Terms%20&%20Conditions.pdf","evidence":"Unless otherwise specified in the applicable Order Form, Customer will be billed monthly."},"refundPolicy":{"value":"Fees are non-refundable","source":"https://resources.tapclicks.com/hubfs/Customer%20Terms%20and%20Conditions/2025%20TapClicks%20Terms%20&%20Conditions.pdf","evidence":"Unless otherwise specified in the applicable Order Form, fees are billed monthly in advance and are non-refundable."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/tapclicks","compare":"https://www.causalityengine.ai/compare/tapclicks","switchFrom":"https://www.causalityengine.ai/switch-from/tapclicks"}},{"slug":"thoughtmetric","name":"ThoughtMetric","homepage":"https://thoughtmetric.io","tagline":"Multi-touch attribution for ecommerce","method":"Rules-based multi-touch attribution","startingPrice":"$99/mo","pricingModel":"Priced by monthly pageviews: $99 (50k) to $399 (300k) a month, or yearly at 10 times the monthly price","pricingSource":{"url":"https://apps.shopify.com/thoughtmetric","read":"2026-10-12"},"setup":"30 minutes","bestFor":"SMB ecommerce brands wanting basic MTA","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"$99/mo","source":"https://apps.shopify.com/thoughtmetric"},"flatPrice":{"value":"No","note":"Priced on your traffic or events","source":"https://apps.shopify.com/thoughtmetric"},"moneyBack":{"value":"Fees are non-refundable","note":null,"source":"https://thoughtmetric.io/tos.html"}},"shortAnswer":"Keep ThoughtMetric. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of ThoughtMetric's rules-based multi-touch attribution, for €99.","facts":{"multiTouch":{"value":true,"source":"https://thoughtmetric.io/marketing-attribution","evidence":"Choose from First Touch, Last Touch, Linear Paid, Position Based, and Multi-touch attribution"},"postPurchaseSurvey":{"value":true,"source":"https://thoughtmetric.io/customer-surveys","evidence":"Collect additional attribution data directly from your customers with our post purchase 'How did you hear about us?' surveys."},"serverSideTracking":{"value":true,"source":"https://thoughtmetric.io/server-side-tagging","evidence":"Quickly activate server-side tracking for Google and Meta."},"needsPixelOrSdk":{"value":true,"source":"https://intercom.help/thoughtmetric-io/en/articles/5982803-html-installation-guide","evidence":"install the ThoughtMetric tracking code on every page of your website"},"platforms":{"value":["Shopify","WooCommerce","BigCommerce","Magento / Adobe Commerce"],"source":"https://intercom.help/thoughtmetric-io/en/collections/2961321-tracking-code-installation","evidence":"Shopify Installation Guide WooCommerce Installation Guide BigCommerce Installation Guide Magento 2 Installation Guide"},"selfServeSignup":{"value":true,"source":"https://thoughtmetric.io/users/sign_up","evidence":"Get Started for Free Today No credit card required"},"freeTrialOrPlan":{"value":"Free trial (length not stated)","source":"https://thoughtmetric.io/pricing","evidence":"Yes! Every plan starts with a free trial so you can see the value before paying."},"contract":{"value":"Monthly or annual","source":"https://apps.shopify.com/thoughtmetric","evidence":"$99 / month or $990/year and save 17%"},"headquarters":{"value":"Boston, United States","source":"https://thoughtmetric.io/contact","evidence":"ThoughtMetric, Inc. 100 Summer St. Suite 1600 Boston, MA 02110"},"capterraRating":{"value":{"stars":4.6,"reviews":15},"source":"https://www.capterra.com/p/192387/ThoughtMetric/","evidence":"4.6 (15) ... Overall rating Based on 15 user reviews"},"shopifyAppRating":{"value":{"stars":3.8,"reviews":14},"source":"https://apps.shopify.com/thoughtmetric","evidence":"ThoughtMetric Analytics ... Rating 3.8 (14)"},"refundPolicy":{"value":"Fees are non-refundable","source":"https://thoughtmetric.io/tos.html","evidence":"Except as otherwise specified in this Agreement, payment obligations are non-cancelable and fees paid are non-refundable."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/thoughtmetric","compare":"https://www.causalityengine.ai/compare/thoughtmetric","switchFrom":"https://www.causalityengine.ai/switch-from/thoughtmetric"}},{"slug":"trackbee","name":"TrackBee","homepage":"https://www.trackbee.ai","tagline":"Shopify tracking and attribution","method":"Server-side tracking + first-party data","startingPrice":"€79/mo excl. VAT","pricingModel":"Priced on tracked revenue: Start €79 (€25K included), Pro €199 (€100K), Scale €449 (€500K) a month excl. VAT; Advanced custom","pricingSource":{"url":"https://www.trackbee.ai/pricing","read":"2026-10-12"},"setup":"15 minutes","bestFor":"Shopify merchants fixing tracking data gaps","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"€79/mo excl. VAT","source":"https://www.trackbee.ai/pricing"},"flatPrice":{"value":"No","note":"Priced on your revenue","source":"https://www.trackbee.ai/pricing"},"moneyBack":{"value":"Money back if Klaviyo flows gain under 15% revenue in 3 months","note":null,"source":"https://www.trackbee.ai/klaviyo-revenue-guarantee-terms"}},"shortAnswer":"Keep TrackBee. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of TrackBee's server-side tracking + first-party data, for €99.","facts":{"serverSideTracking":{"value":true,"source":"https://www.trackbee.ai/","evidence":"TrackBee tracks every conversion server-side and enriches it with first-party data."},"needsPixelOrSdk":{"value":true,"source":"https://help.trackbee.ai/en/articles/8494523-add-shopify-stores-to-trackbee","evidence":"verify if you have set your Shopify Pixel Settings for TrackBee to 'Always on'"},"platforms":{"value":["Shopify"],"source":"https://www.trackbee.ai/about-us","evidence":"Built for Shopify, only Shopify"},"selfServeSignup":{"value":true,"source":"https://www.trackbee.ai/","evidence":"You can do the whole thing yourself, owner or marketer."},"freeTrialOrPlan":{"value":"30-day free trial, no credit card","source":"https://www.trackbee.ai/pricing","evidence":"30 days free. No credit card."},"capterraRating":{"value":{"stars":4.8,"reviews":25},"source":"https://www.capterra.com/p/10012450/TrackBee/","evidence":"4.8 (25) ... Overall rating Based on 25 user reviews"},"shopifyAppRating":{"value":{"stars":4.8,"reviews":8},"source":"https://apps.shopify.com/trackbee","evidence":"TrackBee Connect Rating 4.8 (8)"},"multiTouch":{"value":false,"source":"https://www.trackbee.ai/marketing-attribution-software","evidence":"TrackBee is not a multi-touch attribution suite, and it does not pretend to be."},"refundPolicy":{"value":"Money back if Klaviyo flows gain under 15% revenue in 3 months","source":"https://www.trackbee.ai/klaviyo-revenue-guarantee-terms","evidence":"they'll make at least 15% more revenue a month within 3 months. If they don't, you get your money back."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/trackbee","compare":"https://www.causalityengine.ai/compare/trackbee","switchFrom":"https://www.causalityengine.ai/switch-from/trackbee"}},{"slug":"triple-whale","name":"Triple Whale","homepage":"https://www.triplewhale.com","tagline":"Shopify-native analytics dashboard","method":"Pixel-based multi-touch attribution","startingPrice":"Free plan; paid from $219/mo","pricingModel":"Free plan; Foundation $219/mo and Automate $749/mo on its Shopify App Store listing, or yearly with 17% off. Its own pricing page blocks automated reads","pricingSource":{"url":"https://apps.shopify.com/triplewhale-1","read":"2026-10-12"},"setup":"Pixel install on the store","bestFor":"Shopify brands at scale wanting a unified dashboard","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"Free plan; paid from $219/mo","source":"https://apps.shopify.com/triplewhale-1"},"flatPrice":null,"moneyBack":null},"shortAnswer":"Keep Triple Whale. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Triple Whale's pixel-based multi-touch attribution, for €99.","facts":{"multiTouch":{"value":true,"source":"https://apps.shopify.com/triplewhale-1","evidence":"Compass: MMM + Multi-Touch Attribution + Incrementality Testing"},"mixModel":{"value":true,"source":"https://apps.shopify.com/triplewhale-1","evidence":"Compass: MMM + Multi-Touch Attribution + Incrementality Testing"},"incrementalityTests":{"value":true,"source":"https://apps.shopify.com/triplewhale-1","evidence":"Compass: MMM + Multi-Touch Attribution + Incrementality Testing"},"postPurchaseSurvey":{"value":true,"source":"https://apps.shopify.com/triplewhale-1","evidence":"Standard Post-Purchase Survey"},"needsPixelOrSdk":{"value":true,"source":"https://apps.shopify.com/triplewhale-1","evidence":"Pixel: Capture customer behavior other platforms miss to power true attribution"},"platforms":{"value":["Shopify","Amazon"],"source":"https://apps.shopify.com/triplewhale-1","evidence":"Integrate Ads, Amazon, Email, SMS & More"},"selfServeSignup":{"value":true,"source":"https://apps.shopify.com/triplewhale-1","evidence":"Free plan available … Install"},"freeTrialOrPlan":{"value":"Free plan","source":"https://apps.shopify.com/triplewhale-1","evidence":"Free plan available"},"contract":{"value":"Monthly or annual","source":"https://apps.shopify.com/triplewhale-1","evidence":"$219 / month or $2,190/year and save 17%"},"headquarters":{"value":"Columbus, United States","source":"https://www.linkedin.com/company/triple-whale/","evidence":"Headquarters Columbus, Ohio"},"founded":{"value":2021,"source":"https://www.linkedin.com/company/triple-whale/","evidence":"Founded 2021"},"capterraRating":{"value":{"stars":5,"reviews":1},"source":"https://www.capterra.com/p/10006854/Triple-Whale/","evidence":"5.0 (1) … Overall rating Based on 1 user reviews"},"shopifyAppRating":{"value":{"stars":4,"reviews":92},"source":"https://apps.shopify.com/triplewhale-1","evidence":"Rating 4.0 (92)"},"serverSideTracking":{"value":true,"source":"https://intercom.help/triple-whale/en/articles/9482981-sonar-optimize-data-enrichment-for-meta","evidence":"If this is your first time configuring the Meta CAPI integration, the card shows a Set Up button"},"readsGA4":{"value":true,"source":"https://intercom.help/triple-whale/en/articles/14795359-how-triple-whale-uses-your-ga4-data","evidence":"Your connected GA4 property (optional): Google Analytics 4 data that Triple Whale pulls in and displays on dedicated GA4 dashboards and tables."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/triple-whale","compare":"https://www.causalityengine.ai/compare/triple-whale","switchFrom":"https://www.causalityengine.ai/switch-from/triple-whale"}},{"slug":"trueprofit","name":"TrueProfit","homepage":"https://trueprofit.io/","tagline":"Net profit analytics platform for Shopify","method":"Profit analytics with pixel-based ad attribution","startingPrice":"$35/mo","pricingModel":"Four monthly tiers by orders included (Basic $35/300 orders to Enterprise $200/3,500 orders) plus a per-extra-order fee up to a capped surcharge; no yearly plan","pricingSource":{"url":"https://trueprofit.io/pricing","read":"2026-10-12"},"setup":"Shopify app install; enable the TrueProfit Pixel and add URL parameters for attribution","bestFor":"Shopify businesses tracking net profit","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"$35/mo","source":"https://trueprofit.io/pricing"},"flatPrice":{"value":"No","note":"Priced on your order volume","source":"https://trueprofit.io/pricing"},"moneyBack":{"value":"No refunds once a subscription fee is charged","note":null,"source":"https://trueprofit.io/terms-services"}},"shortAnswer":"Keep TrueProfit. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of TrueProfit's profit analytics with pixel-based ad attribution, for €99.","facts":{"multiTouch":{"value":true,"source":"https://trueprofit.io/solutions/marketing-attribution","evidence":"TrueProfit's cross-channel data shows how each touchpoint, from the first interest to the final purchase, contributes to your sales."},"serverSideTracking":{"value":true,"source":"https://trueprofit.io/solutions/marketing-attribution","evidence":"TrueProfit's cross-channel server-side tracking eliminates any factors that inflate or deflate your ad conversion data"},"needsPixelOrSdk":{"value":true,"source":"https://helpdesk.trueprofit.io/en/articles/11330283-install-trueprofit-pixel-and-set-up-url-parameters","evidence":"To start using the Marketing Attribution report, you need to enable tracking for your store."},"platforms":{"value":["Shopify"],"source":"https://trueprofit.io/about-us","evidence":"TrueProfit is a Net Profit Analytics platform for Shopify"},"selfServeSignup":{"value":true,"source":"https://trueprofit.io/pricing","evidence":"Basic $35 / month … Start 14 Days Free"},"freeTrialOrPlan":{"value":"14-day free trial","source":"https://trueprofit.io/pricing","evidence":"Start 14 Days Free"},"contract":{"value":"Monthly","source":"https://trueprofit.io/pricing","evidence":"Currently, we don't offer a yearly plan for the TrueProfit app."},"headquarters":{"value":"Ho Chi Minh City, Vietnam","source":"https://apps.shopify.com/trueprofit","evidence":"FIREAPPS JSC. 22F, Flemington Tower, 182 Le Dai Hanh,, Phu Tho Ward"},"shopifyAppRating":{"value":{"stars":4.9,"reviews":915},"source":"https://apps.shopify.com/trueprofit","evidence":"Rating 4.9 (915)"},"refundPolicy":{"value":"No refunds once a subscription fee is charged","source":"https://trueprofit.io/terms-services","evidence":"once you have been charged a subscription fee, there are no refunds, partial or in full, for that fee."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/trueprofit","compare":"https://www.causalityengine.ai/compare/trueprofit","switchFrom":"https://www.causalityengine.ai/switch-from/trueprofit"}},{"slug":"wetracked","name":"WeTracked","homepage":"https://www.wetracked.io","tagline":"Privacy-first ad tracking for Shopify","method":"First-party pixel + server-side tracking","startingPrice":"$49/mo","pricingModel":"By orders a month: Starter $49 (up to 500), Business $149 (up to 3,000), Scale-up $249 (up to 7,500); Enterprise custom; annual billing 20% off","pricingSource":{"url":"https://wetracked.io/pricing","read":"2026-10-12"},"setup":"30 minutes","bestFor":"Shopify merchants wanting better pixel data recovery","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"$49/mo","source":"https://wetracked.io/pricing"},"flatPrice":{"value":"No","note":"Priced on your order volume","source":"https://wetracked.io/pricing"},"moneyBack":{"value":"60-day money-back guarantee if ROAS doesn't rise 20%","note":null,"source":"https://www.wetracked.io/pricing"}},"shortAnswer":"Keep WeTracked. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of WeTracked's first-party pixel + server-side tracking, for €99.","facts":{"serverSideTracking":{"value":true,"source":"https://www.wetracked.io/pricing","evidence":"We track events server-side and stitch sessions together, so nothing gets lost to blockers."},"needsPixelOrSdk":{"value":true,"source":"https://help.wetracked.io/en/article/how-to-get-started-wetrackedio-for-shopify-stores-1h97xem/","evidence":"Make sure Visitor Tracking is enabled. ... If you see \"Action Needed\" under Visitor Tracking, click \"Turn on app embed."},"platforms":{"value":["Shopify","WooCommerce"],"source":"https://www.wetracked.io/pricing","evidence":"Shopify, WooCommerce, Funnelish, Checkify, CheckoutChamp, BetterCart, UnifyCheckout, Sticky.io Checkout, and custom 3rd party integrations."},"selfServeSignup":{"value":true,"source":"https://www.wetracked.io/pricing","evidence":"Start 14 day free trial"},"freeTrialOrPlan":{"value":"14-day free trial","source":"https://www.wetracked.io/pricing","evidence":"Try wetracked.io risk-free with a 14-day free trial."},"contract":{"value":"Monthly or annual","source":"https://www.wetracked.io/pricing","evidence":"Monthly Annually Save 20%"},"capterraRating":{"value":{"stars":5,"reviews":210},"source":"https://www.capterra.com/p/10028367/wetracked-io/","evidence":"5.0 (210) ... Overall rating Based on 210 user reviews"},"shopifyAppRating":{"value":{"stars":4.7,"reviews":131},"source":"https://apps.shopify.com/wetracked-io-connect","evidence":"wetracked.io Connect ... Rating 4.7 (131)"},"multiTouch":{"value":false,"source":"https://help.wetracked.io/en/article/how-to-use-the-reporting-in-wetrackedio-1q8lc6n/","evidence":"Our reporting section provides real-time data and uses a last-click attribution model"},"refundPolicy":{"value":"60-day money-back guarantee if ROAS doesn't rise 20%","source":"https://www.wetracked.io/pricing","evidence":"If your ROAS doesn't increase with 20%, you will get your money back, no questions asked."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/wetracked","compare":"https://www.causalityengine.ai/compare/wetracked","switchFrom":"https://www.causalityengine.ai/switch-from/wetracked"}},{"slug":"whatagraph","name":"Whatagraph","homepage":"https://whatagraph.com","tagline":"Marketing reporting and analytics","method":"Cross-channel reporting (no attribution modeling)","startingPrice":"€999/mo","pricingModel":"Max from €999 a month billed annually; Prime custom","pricingSource":{"url":"https://whatagraph.com/pricing","read":"2026-10-12"},"setup":"30 minutes","bestFor":"Agencies creating client marketing reports","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"€999/mo","source":"https://whatagraph.com/pricing"},"flatPrice":null,"moneyBack":{"value":"Payments are non-refundable; no refunds for partial periods","note":null,"source":"https://whatagraph.com/terms-and-conditions"}},"shortAnswer":"Keep Whatagraph. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Whatagraph's cross-channel reporting (no attribution modeling), for €99.","facts":{"needsPixelOrSdk":{"value":false,"source":"https://whatagraph.com/integrations","evidence":"Connect every source, effortlessly Native integrations, custom API, Google Sheets, and BigQuery - all in one platform."},"readsGA4":{"value":true,"source":"https://whatagraph.com/integrations","evidence":"Analytics Adobe Analytics AppsFlyer BigQuery Google Analytics 4"},"platforms":{"value":["Shopify","WooCommerce","BigCommerce","Magento / Adobe Commerce"],"source":"https://whatagraph.com/integrations","evidence":"Ecommerce BigCommerce bol.com Magento Shopify WooCommerce"},"contract":{"value":"Annual","source":"https://whatagraph.com/pricing","evidence":"from €999 per month, billed annually"},"euDataResidency":{"value":true,"source":"https://whatagraph.com/pricing","evidence":"Admin ... EU Data Center ... Yes Yes"},"headquarters":{"value":"Amsterdam, Netherlands","source":"https://www.linkedin.com/company/whatagraph","evidence":"Headquarters Amsterdam, North Holland"},"founded":{"value":2015,"source":"https://www.linkedin.com/company/whatagraph","evidence":"Founded 2015"},"capterraRating":{"value":{"stars":4.4,"reviews":84},"source":"https://www.capterra.com/p/146220/Whatagraph/","evidence":"4.4 (84)"},"selfServeSignup":{"value":false,"source":"https://whatagraph.com/pricing","evidence":"Two plans. One governed foundation. Compare the plans, talk to our team when you're ready."},"refundPolicy":{"value":"Payments are non-refundable; no refunds for partial periods","source":"https://whatagraph.com/terms-and-conditions","evidence":"Payment is due in advance … and is non-refundable. … There will be no refunds or credits for partial periods of Service"}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/whatagraph","compare":"https://www.causalityengine.ai/compare/whatagraph","switchFrom":"https://www.causalityengine.ai/switch-from/whatagraph"}},{"slug":"wicked-reports","name":"Wicked Reports","homepage":"https://www.wickedreports.com","tagline":"Multi-touch attribution for high-LTV brands","method":"Click-based multi-touch attribution","startingPrice":"$499/mo","pricingModel":"Measure $499, Scale $699, Maximize $999 a month at up to $2.5M annual revenue, rising with revenue; Enterprise from $4,999","pricingSource":{"url":"https://www.wickedreports.com/pricing","read":"2026-10-12"},"setup":"Server-side tracking + cart/CRM integration","bestFor":"High-ticket DTC and info-product brands tracking long sales cycles","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"$499/mo","source":"https://www.wickedreports.com/pricing"},"flatPrice":{"value":"No","note":"Priced on your revenue","source":"https://www.wickedreports.com/pricing"},"moneyBack":{"value":"Fees are non-refundable","note":null,"source":"https://www.wickedreports.com/cancellation-refund-policy/"}},"shortAnswer":"Keep Wicked Reports. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Wicked Reports' click-based multi-touch attribution, for €99.","facts":{"multiTouch":{"value":true,"source":"https://www.wickedreports.com/platform/technology","evidence":"Wicked Reports supports first-touch, last-touch, and multi-touch attribution"},"serverSideTracking":{"value":true,"source":"https://www.wickedreports.com/pricing","evidence":"Advanced Signal (Meta CAPI) (included)"},"needsPixelOrSdk":{"value":true,"source":"https://help.wickedreports.com/complete-guide-to-installing-and-testing-the-wicked-reports-tracking-code","evidence":"Install this tracking code on every page on every domain you want to track."},"platforms":{"value":["Shopify","WooCommerce","BigCommerce","Amazon"],"source":"https://www.wickedreports.com/advanced-signal","evidence":"Advanced Signal and Conversions API require Shopify, WooCommerce, or other supported Wicked Reports integration."},"headquarters":{"value":"Marblehead, United States","source":"https://www.linkedin.com/company/wicked-reports","evidence":"Headquarters Marblehead, Massachusetts"},"founded":{"value":2015,"source":"https://www.linkedin.com/company/wicked-reports","evidence":"Founded 2015"},"selfServeSignup":{"value":true,"source":"https://help.wickedreports.com/log-in","evidence":"A login email is sent to the email address that you provided on the Wicked payment page while creating your account."},"freeTrialOrPlan":{"value":"No free trial stated; 3x guarantee offered instead","source":"https://www.wickedreports.com/blog/answers-frequently-asked-questions","evidence":"DO YOU OFFER A FREE TRIAL OR GUARANTEE? We back Wicked Reports with our 3x guarantee"},"contract":{"value":"Monthly subscription; 6- or 12-month commitment periods may apply","source":"https://www.wickedreports.com/cancellation-refund-policy","evidence":"IF YOU CANCEL A MONTHLY SUBSCRIPTION WITH A 6-MONTH OR 12-MONTH COMMITMENT"},"refundPolicy":{"value":"Fees are non-refundable","source":"https://www.wickedreports.com/cancellation-refund-policy/","evidence":"All prepaid fees are non-refundable except as required by applicable law. No refunds or credits will be provided for partial or unused subscription periods."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/wicked-reports","compare":"https://www.causalityengine.ai/compare/wicked-reports","switchFrom":"https://www.causalityengine.ai/switch-from/wicked-reports"}},{"slug":"windsor-ai","name":"Windsor.ai","homepage":"https://windsor.ai","tagline":"Multi-touch attribution with data integration","method":"Rules-based and data-driven MTA","startingPrice":"Free plan; paid from $19/mo billed annually","pricingModel":"Free after a 30-day trial; Basic $19 to Professional $499 a month billed annually ($23 to $598 monthly); Enterprise quoted","pricingSource":{"url":"https://windsor.ai/pricing/","read":"2026-10-12"},"setup":"30 minutes","bestFor":"Small businesses wanting affordable MTA with data connectors","compatibleWithCausalityEngine":true,"whereCausalityEngineDiffers":{"payOnce":{"value":"Subscription","note":"Free plan; paid from $19/mo billed annually","source":"https://windsor.ai/pricing/"},"flatPrice":null,"moneyBack":{"value":"No refunds; all sales are final","note":null,"source":"https://windsor.ai/terms-of-service/"}},"shortAnswer":"Keep Windsor.ai. Causality Engine is not a replacement for it: it installs nothing and reads the GA4 export you already have, so it adds a read of what each channel caused on top of Windsor.ai's rules-based and data-driven MTA, for €99.","facts":{"needsPixelOrSdk":{"value":false,"source":"https://windsor.ai/connectors/shopify/","evidence":"Forget CSVs. Stop copy/paste. Connect data in minutes. No code required."},"readsGA4":{"value":true,"source":"https://windsor.ai/pricing/","evidence":"data sources, including Google Analytics 4 (GA4), Facebook Ads, Google Ads, LinkedIn Ads, etc."},"selfServeSignup":{"value":true,"source":"https://windsor.ai/pricing/","evidence":"There are no setup or hidden onboarding fees with any of our plans. Subscribe and start using Windsor.ai right away."},"freeTrialOrPlan":{"value":"30-day free trial, then Forever Free plan","source":"https://windsor.ai/pricing/","evidence":"30-day free trial period ... Forever Free plan (after 30-day trial)"},"contract":{"value":"Monthly or annual (annual paid upfront)","source":"https://windsor.ai/pricing/","evidence":"For annual plans, the full year is paid upfront."},"euDataResidency":{"value":true,"source":"https://windsor.ai/pricing/","evidence":"Our servers are hosted in a world-class data center in Germany."},"headquarters":{"value":"Zürich, Switzerland","source":"https://www.linkedin.com/company/windsor.ai","evidence":"Headquarters Zürich, Zürich"},"founded":{"value":2017,"source":"https://windsor.ai/about/","evidence":"That's why I founded Windsor.ai in 2017. I started in Zurich"},"platforms":{"value":["Shopify","WooCommerce","BigCommerce","Magento / Adobe Commerce","Amazon"],"source":"https://windsor.ai/data-integration/","evidence":"Automatically transfer data from 350+ sources - marketing platforms, CRMs, eCommerce sites, and more … Amazon Seller Central (Amazon SP) … BigCommerce … Magento … Shopify … WooCommerce"},"refundPolicy":{"value":"No refunds; all sales are final","source":"https://windsor.ai/terms-of-service/","evidence":"All sales are final, and Windsor.ai will not issue refunds, including for prepaid monthly fees."}},"pages":{"alternative":"https://www.causalityengine.ai/alternative/windsor-ai","compare":"https://www.causalityengine.ai/compare/windsor-ai","switchFrom":"https://www.causalityengine.ai/switch-from/windsor-ai"}}]}