TrackBee vs Causality Engine
TrackBee is best for Shopify merchants fixing tracking data gaps. 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 TrackBee; use us as the causal second opinion.
Side by side. Every fact sourced.
Short answer: 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.
Scroll the table sideways for every column.
| Compared on | Causality EngineThe layer on top | TrackBeeShopify tracking and attribution |
|---|---|---|
| Compatible with Causality Engine | It is the layerReads your GA4 export | YesKeep TrackBee, add the read |
| Pay once, no subscription | Yes€99 per read; Pro at €299 a month is optional | Subscription€79/mo excl. VAT |
| 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 | Money back if Klaviyo flows gain under 15% revenue in 3 months1 |
| Method | Causal inference on your GA4 export | Server-side tracking + first-party data |
| Starting price | €99 once, excl. VAT | €79/mo excl. VATtrackbee.ai/pricing, read |
| Pricing model | €99 per read, or Pro at €299 a month | Priced on tracked revenue: Start €79 (€25K included), Pro €199 (€100K), Scale €449 (€500K) a month excl |
| Setup | Upload a GA4 export; results in 1 to 2 minutes | 15 minutes |
| Best for | Ecommerce brands on GA4 spending on two or more channels | Shopify merchants fixing tracking data gaps |
| How it gets your data | ||
| Needs its own pixel, tag or SDK | NoNothing to install | Yes2 |
| 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 | Shopify3 |
| 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 | No5 |
| 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 | Yes6 |
| Free trial or free plan | First finding freeThe €99 read is refundable within 30 days | 30-day free trial, no credit card7 |
| Billing terms | None for the readPro is billed monthly, cancel any time | Not stated |
| Who makes it | ||
| Headquarters | Utrecht, Netherlands | Not stated |
| Founded | 2023 | Not stated |
| 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 | 4.8 stars (25 reviews)8 |
| Shopify App Store | No appNothing to install | 4.8 stars (8 reviews)9 |
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. trackbee.ai/klaviyo-revenue-guarantee-terms: “they'll make at least 15% more revenue a month within 3 months. If they don't, you get your money back.”
- 2. help.trackbee.ai/en/articles/8494523-add-shopify-stores-to-trackbee: “verify if you have set your Shopify Pixel Settings for TrackBee to 'Always on'”
- 3. trackbee.ai/about-us: “Built for Shopify, only Shopify”
- 4. trackbee.ai: “TrackBee tracks every conversion server-side and enriches it with first-party data.”
- 5. trackbee.ai/marketing-attribution-software: “TrackBee is not a multi-touch attribution suite, and it does not pretend to be.”
- 6. trackbee.ai: “You can do the whole thing yourself, owner or marketer.”
- 7. trackbee.ai/pricing: “30 days free. No credit card.”
- 8. capterra.com/p/10012450/TrackBee: “4.8 (25) ... Overall rating Based on 25 user reviews”
- 9. apps.shopify.com/trackbee: “TrackBee Connect Rating 4.8 (8)”
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 TrackBee falls short
- Tracking plumbing not attribution brain
- Recovers data but doesn't prove causation
- Still click-path based
- Click tracking records which touchpoint was present, not whether the sale would have happened without it
What Causality Engine does differently
- No pixel and no tag. It reads the GA4 export you already have, where TrackBee 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.
TrackBee and Causality Engine: questions
What does TrackBee cost?
TrackBee's pricing page lists €79/mo excl. VAT.Source: trackbee.ai/pricing, read .Does TrackBee'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: trackbee.ai/pricing, read .How does TrackBee measure, and how does Causality Engine?
TrackBee: Server-side tracking + first-party data. Causality Engine: causal inference on your GA4 export, showing what each channel caused next to what last-click gave it.Does TrackBee need a pixel or tracking script?
Yes, according to help.trackbee.ai. Causality Engine needs none: nothing to install.Source: help.trackbee.ai/en/articles/8494523-add-shopify-stores-to-trackbee, 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 TrackBee?
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.