Switch from Polar Analytics to Causality Engine
Polar Analytics uses deterministic multi-touch attribution on its first-party pixel. Causality Engine uses causal inference on your GA4 export. There is nothing to migrate: the first read takes 1 to 2 minutes, and you can run both side by side.
€99 once, excl. VAT. Keep Polar Analytics running while you compare.
What Polar Analytics' terms say, before you leave.
Short answer: there is nothing to migrate. Keep Polar Analytics running, upload your GA4 export, and compare the two for a month. Cancel only if the comparison says so, on the terms below.
- Contract
- Monthly or annual (discount for annual terms)apps.shopify.com/polar-analytics, read
- Refunds
- Not stated on its public pages
- Free trial or plan
- Demo only (no free trial or free plan mentioned)polaranalytics.com/pricing, read
- Billing
- Subscription, $750/moapps.shopify.com/polar-analytics, read
- Price rises with
- your revenueapps.shopify.com/polar-analytics, read
Polar Analytics and Causality Engine, fact by fact
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.
How to switch, in five steps.
No cancellation required yet
Keep Polar Analytics running (its terms: monthly or annual (discount for annual terms)). Causality Engine reads your GA4 CSV export, so nothing conflicts and no data moves between the two.
Upload your GA4 CSV (no integration required)
Export 12 months or more of GA4 data and upload it. Longer reads better. No OAuth, no pixel, no code, no DNS changes. Shopify native is on the roadmap.
Run your first analysis
What each channel caused, next to last-click, with a data-health score on each, 1 to 2 minutes after the upload. Compare it with what Polar Analytics was telling you.
Evaluate side by side
Run both for a month and compare them channel by channel. Where they disagree is where a budget decision is at stake.
Cancel Polar Analytics when ready
Only if the side-by-side says you should. Nothing in Causality Engine depends on Polar Analytics being gone.
What to weigh before you leave Polar Analytics
Polar Analytics uses deterministic multi-touch attribution on its first-party pixel and is best for DTC brands wanting unified BI + basic attribution. Where it differs from a causal read:
- BI dashboard first, attribution second
- Deterministic MTA misses untracked journeys
- Attribution runs on its pixel, which does not track retroactively
- Attribution is not the core product
Questions about leaving Polar Analytics
Can I cancel Polar Analytics at any time?
What Polar Analytics states: Monthly or annual (discount for annual terms).Source: apps.shopify.com/polar-analytics, read .Does Polar Analytics have a free trial or plan?
What Polar Analytics states: Demo only (no free trial or free plan mentioned).Source: polaranalytics.com/pricing, read .Does Polar Analytics' 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: apps.shopify.com/polar-analytics, read .Can I run Polar Analytics and Causality Engine side by side?
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.