AdBeacon vs Causality Engine
AdBeacon is best for DTC brands wanting first-party click tracking. 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 AdBeacon; use us as the causal second opinion.
Side by side. Every fact sourced.
Short answer: 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.
Scroll the table sideways for every column.
| Compared on | Causality EngineThe layer on top | AdBeaconFirst-party ad tracking platform |
|---|---|---|
| Compatible with Causality Engine | It is the layerReads your GA4 export | YesKeep AdBeacon, add the read |
| Pay once, no subscription | Yes€99 per read; Pro at €299 a month is optional | Subscription$299/mo |
| Price stays flat as you grow | Yes€99 a read, whatever your revenue or ad spend | NoPriced on your revenue |
| Money back if it does not help | YesFull refund within 30 days, no questions asked | Not stated |
| Method | Causal inference on your GA4 export | First-party cookie + click tracking |
| Starting price | €99 once, excl. VAT | $299/moadbeacon.com/pricing, read |
| Pricing model | €99 per read, or Pro at €299 a month | Dynamic pricing from $299/mo, rising with tracked revenue |
| Setup | Upload a GA4 export; results in 1 to 2 minutes | 30 to 60 minutes |
| Best for | Ecommerce brands on GA4 spending on two or more channels | DTC brands wanting first-party click tracking |
| 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 | Yes2 |
| Native store integrations | Any store that runs GA4Shopify, WooCommerce, Shopware, Magento or a custom build | Shopify, WooCommerce, BigCommerce3 |
| Server-side tracking or conversion APIs | NoIt reads data you already collect | Yes4 |
| What it measures | ||
| Multi-touch attribution | NoCausal attribution: what each channel caused | Yes5 |
| Marketing mix modelling | No | Yes6 |
| 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 | Yes7 |
| Free trial or free plan | First finding freeThe €99 read is refundable within 30 days | 30-day free trial8 |
| Billing terms | None for the readPro is billed monthly, cancel any time | Monthly or annual9 |
| Who makes it | ||
| Headquarters | Utrecht, Netherlands | Westlake Village, United States10 |
| Founded | 2023 | 202311 |
| 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 | Not stated |
| 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. adbeacon.com/adbeacon-googles-meridian-mmm: “Add the AdBeacon pixel to your store in minutes. No cookies required.”
- 2. adbeacon.com/report-accurately: “Yes. AdBeacon connects to Google Analytics 4 on every plan, with a dedicated GA4 dashboard”
- 3. adbeacon.com/platform: “Native Shopify, BigCommerce and WooCommerce connections, with product-level data built in.”
- 4. adbeacon.com/tether: “It ties every key event to the last Meta ad click and delivers it server-side”
- 5. adbeacon.com/report-accurately: “AdBeacon offers first click, last click, linear, paid linear, linear excluding direct and full impact models”
- 6. adbeacon.com/adbeacon-googles-meridian-mmm: “Get Google's open-source Meridian MMM without the data science headaches. AdBeacon feeds it your first-party data automatically”
- 7. adbeacon.com/adbeacon-pricing-30-day-trial-brands: “Create Your Free Account”
- 8. adbeacon.com/adbeacon-pricing-30-day-trial-brands: “30-Day Free Trial Full Platform Access Google Meridian Included”
- 9. adbeacon.com/terms-of-use: “Fees are billed monthly or annually in advance and are non-refundable, except where expressly stated.”
- 10. adbeacon.com/pricing: “31280 Oak Crest Drive, Westlake Village, CA 91361, USA”
- 11. linkedin.com/company/adbeacon: “Founded 2023”
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 AdBeacon falls short
- Click tracking only, misses view-through
- First-party cookies still expire
- Reports credit and behaviour, not a counterfactual estimate of what a channel caused
- No causal methodology
What Causality Engine does differently
- No pixel and no tag. It reads the GA4 export you already have, where AdBeacon 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.
AdBeacon and Causality Engine: questions
What does AdBeacon cost?
AdBeacon's pricing page lists $299/mo.Source: adbeacon.com/pricing, read .Does AdBeacon's price rise as you grow?
Yes. Priced on your revenue, according to its pricing page. Causality Engine is €99 a read, whatever your revenue or ad spend.Source: adbeacon.com/pricing, read .How does AdBeacon measure, and how does Causality Engine?
AdBeacon: First-party cookie + click tracking. Causality Engine: causal inference on your GA4 export, showing what each channel caused next to what last-click gave it.Does AdBeacon need a pixel or tracking script?
Yes, according to adbeacon.com. Causality Engine needs none: nothing to install.Source: adbeacon.com/adbeacon-googles-meridian-mmm, 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 AdBeacon?
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.