Adobe Analytics vs Causality Engine
Adobe Analytics is best for large enterprises with dedicated analytics teams. Choose Causality Engine when you need a defensible per-channel read before a budget decision, from the GA4 export you already have.
€99 once, excl. VAT. Keep Adobe Analytics; use us as the causal second opinion.
Side by side. Every fact sourced.
Short answer: 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.
Scroll the table sideways for every column.
| Compared on | Causality EngineThe layer on top | Adobe AnalyticsEnterprise web analytics platform |
|---|---|---|
| Compatible with Causality Engine | It is the layerReads your GA4 export | YesKeep Adobe Analytics, add the read |
| Pay once, no subscription | Yes€99 per read; Pro at €299 a month is optional | No public priceQuoted through sales |
| Price stays flat as you grow | Yes€99 a read, whatever your revenue or ad spend | Not stated |
| Money back if it does not help | YesFull refund within 30 days, no questions asked | Not stated |
| Method | Causal inference on your GA4 export | Rules-based attribution + Analysis Workspace |
| Starting price | €99 once, excl. VAT | Custom (enterprise) |
| Pricing model | €99 per read, or Pro at €299 a month | Enterprise licence quoted via sales; no public price |
| Setup | Upload a GA4 export; results in 1 to 2 minutes | 4 to 12 weeks (full implementation) |
| Best for | Ecommerce brands on GA4 spending on two or more channels | Large enterprises with dedicated analytics teams |
| How it gets your data | ||
| Needs its own pixel, tag or SDK | NoNothing to install | Yes1 |
| Works with Google Analytics 4 | YesA GA4 export is the input | Not stated |
| Native store integrations | Any store that runs GA4Shopify, WooCommerce, Shopware, Magento or a custom build | Magento / Adobe Commerce2 |
| Server-side tracking or conversion APIs | NoIt reads data you already collect | Yes3 |
| What it measures | ||
| Multi-touch attribution | NoCausal attribution: what each channel caused | Yes4 |
| Marketing mix modelling | No | Not stated |
| Incrementality or holdout tests | NoNo test to run | Not stated |
| Post-purchase surveys | No | Not stated |
| How you buy it | ||
| Self-serve sign-up | YesUpload at /start | No5 |
| Free trial or free plan | First finding freeThe €99 read is refundable within 30 days | Not stated |
| Billing terms | None for the readPro is billed monthly, cancel any time | Not stated |
| Who makes it | ||
| Headquarters | Utrecht, Netherlands | San Jose, United States6 |
| Founded | 2023 | 19827 |
| States EU data hosting | YesPrimary infrastructure in the EU, per our privacy policy | Not stated |
| What reviewers say | ||
| G2 | Not listed yet | Not stated |
| Capterra | Not listed yet | 4.5 stars (237 reviews)8 |
| Shopify App Store | No appNothing to install | Not stated |
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. “Not stated” means we could not find it on the vendor's own pages or listings on 12 October 2026; it does not mean the feature is missing.
Sources, read 12 October 2026
- 1. experienceleague.adobe.com/en/docs/analytics/implementation/home: “Adobe Analytics requires code within your website, mobile app, or other application to send data to data collection servers.”
- 2. experienceleague.adobe.com/en/docs/experience-platform/sources/connectors/adobe-applications/commerce: “so other Adobe Experience Cloud products like Adobe Analytics and Adobe Target can use Commerce data.”
- 3. experienceleague.adobe.com/en/docs/analytics/implementation/home: “To implement Adobe Analytics server side, you have the following options: Edge Network API ... (Bulk) Data Insertion API”
- 4. experienceleague.adobe.com/en/docs/analytics/analyze/analysis-workspace/attribution/models: “Linear: Gives equal credit to every touch point seen leading up to a conversion.”
- 5. experienceleague.adobe.com/en/docs/analytics/admin/admin-tools/server-call-usage/overage-overview: “When your company signs a contract with Adobe, the Adobe Sales team identifies with the you, the customer, the types”
- 6. linkedin.com/company/adobe: “Headquarters San Jose, CA”
- 7. linkedin.com/company/adobe: “Founded 1982”
- 8. capterra.com/p/202871/Adobe-Analytics: “4.5 (237) ... Overall rating Based on 237 user reviews”
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.
Where Adobe Analytics falls short
- Enterprise pricing excludes most brands
- Months-long implementation
- Requires dedicated analysts to operate
- Rules-based attribution is subjective
What Causality Engine does differently
- No pixel and no tag. It reads the GA4 export you already have, where Adobe Analytics needs its own tracking on the store.
- What each channel caused, next to what last-click gave it, with a data-health score on every channel.
- The first number 1 to 2 minutes after the upload, on whatever GA4 history you export; 12 months or more reads best.
- €99 once, excl. VAT. Pro is €299 a month, billed monthly, cancel any time.
- Full refund within 30 days, no questions asked. You keep the read.
Adobe Analytics and Causality Engine: questions
What does Adobe Analytics cost?
Adobe Analytics publishes no price: it is quoted through sales.How does Adobe Analytics measure, and how does Causality Engine?
Adobe Analytics: Rules-based attribution + Analysis Workspace. Causality Engine: causal inference on your GA4 export, showing what each channel caused next to what last-click gave it.Does Adobe Analytics need a pixel or tracking script?
Yes, according to experienceleague.adobe.com. Causality Engine needs none: nothing to install.Source: experienceleague.adobe.com/en/docs/analytics/implementation/home, read .What does Causality Engine cost?
The first finding is free and runs in your browser before any signup. The full read is €99 once, excl. VAT, refundable within 30 days, no questions asked. Pro is €299 a month, billed monthly, cancel any time. The price does not rise with revenue, ad spend, orders or traffic.Can I use Causality Engine together with Adobe Analytics?
Yes. 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.
Keep reading
Four named Dutch brands and our own store, with the figures they let us publish: the case studies.
GA4 export uploadNo pixel1–2 minutes to a first read30-day refund, no questions asked
Your platforms guess.
We run the math.
Upload a GA4 export and see what each channel caused, next to last-click, in 1–2 minutes. The read is yours to keep.
The free finding runs in your browser. Your file never leaves it. The full read is €99, refundable within 30 days, no questions asked. Prices exclude VAT.