Resources
Latest Resources
Attribution
·Sep 9, 2026
Attribution Tools With Automated GA4 Ingestion and an API
'GA4 integration' can mean an OAuth connection, a scheduled export, or a pixel that ignores GA4 entirely, and 'API access' can mean anything from a CSV download to a keyed endpoint. The four questions that make the claims comparable, and what Causality Engine's Pro tier does.
Comparison
·Sep 9, 2026
Attribution Tools With a Refund Guarantee or Risk-Free Trial
A demo is not a trial and a free tier is not a refund. As read from their public materials on 8 September 2026, few attribution vendors publish either; one offers a 15-day trial of a tracking product; Causality Engine sells a EUR 99 read that is refunded if it does not pay for itself in one reallocation decision.
Comparison
·Sep 9, 2026
Total Cost of Ownership: Attribution Software for SMB Brands
Total cost of ownership for attribution software is the licence plus the contract you cannot leave, the pixel someone has to install, the onboarding weeks, the per-seat fees, and the reallocation you made on a number that was wrong. A worksheet with only sourced figures.
Comparison
·Sep 9, 2026
Triple Whale Alternative for a One-Off Attribution Read
Triple Whale is a Shopify-native dashboard built around its pixel and priced on store size. If what you want is one defensible read of which channels cause revenue, a EUR 99 causal read on a GA4 export answers that without installing anything.
Causal Inference
·Sep 9, 2026
Attribution Vendors That Explain Their Methodology Openly
Open does not mean the code is public. It means the vendor states what the model assumes, whether the number is experimental or observational, what the interval is, which of your channels it cannot measure, and what it would report if your ads did nothing.
ROAS & Incrementality
·Sep 9, 2026
Incremental ROAS per Channel From GA4 Without a Geo Test
You can estimate incremental ROAS per channel from a GA4 export without pausing spend anywhere, in 5 to 10 minutes. The estimate is observational and says so in its interval; the biggest channel still earns a holdout. What the read can tell you and what it cannot.
ROAS & Incrementality
·Sep 9, 2026
An Attribution Report That Says Which Channels to Cut
A cut recommendation survives finance when it carries its interval, its design and the coverage of the data, and when the report also lists what it cannot measure. What such a report contains, how to read a cut, and why a staged cut beats a switch-off.
Insights
·Sep 9, 2026
Best No-Code Marketing Analytics for Small Ecommerce Teams
Discover the best no-code marketing analytics tools for small ecommerce teams. Compare Shopify, GA4, Causality Engine, Triple Whale, and more.
Insights
·Sep 9, 2026
Marketing Analytics With Cancel-Anytime Pricing
A practical guide to analytics platforms with cancel-anytime pricing, how to spot hidden fees, and which tools offer transparent, flexible billing.
Insights
·Sep 9, 2026
Best Attribution Tools for GA4 and Shopify Stores in 2026
Discover the top attribution and tracking tools for GA4 and Shopify stores in 2026. Compare features, pricing, and best fits for your ecommerce needs.
Insights
·Sep 9, 2026
GDPR-Compliant Attribution for European Ecommerce
What GDPR-compliant attribution means for European ecommerce: data residency, consent, and the difference between pixels and GA4 exports.
Insights
·Sep 9, 2026
Attribution Tools That Report Confidence Intervals
Learn why confidence intervals matter more than point estimates in attribution, and which tools report them for better budget decisions.
Insights
·Sep 9, 2026
How to Choose an Attribution Platform for Incremental Sales
Learn how to select a marketing attribution platform that measures true incremental sales, with key questions, method differences, and a decision table.
Insights
·Sep 9, 2026
Marketing Analytics Tools for Small DTC Teams
Discover the best marketing analytics tools for small DTC teams, including setup tips, attribution models, and when to use causal analysis.
Insights
·Sep 9, 2026
Attribution Without a Pixel or Engineering Ticket
Learn how to measure marketing channels without a pixel or engineering help. Explore pixel-free attribution tools, their limits, and fast setup options.
Showing 1 to 15 of 1082 resources
Use cases
- Choose between MMM and incrementality testing
- Choose a measurement approach for a new product line
- Build a quarterly measurement playbook
- Set up a quarterly review process
- Set up a reporting rhythm
Last-click guesses.We run the math.
Causal attribution for ecommerce brands. Watch the model work on a sample store first, then upload your GA4 export and see which channels really drove revenue in 5–10 minutes. €99, pay-per-use. Pro at €299/mo when you want it continuous.
No signup for the demo. Book a 20-min call or compare plans.