Causality Engine
Know where to put your money. Confident clarity.
What this is
Uses causal inference instead of last-click credit to show ecommerce brands which marketing channels actually drive sales, so they stop overspending on the wrong ones.
Our one-line summary — not the founder’s tagline.
- How it works
- Upload a Google Analytics CSV and Causality Engine runs a causal attribution analysis in minutes, using causal inference rather than last-click correlation to show which marketing channels actually drive sales, quantified as a euro amount per channel.
- What's different
- Uses causal inference instead of last-click attribution, so channels like Instagram ads or email that traditional tools give zero credit to can be shown as actually driving demand; no pixels, SDKs or developer setup needed.
- Best for
- E-commerce brands doing 5,000+ euros in monthly revenue who want to see which marketing channels really drive sales.
- Watch out
- Built specifically for e-commerce brands above a 5,000 euro/month revenue threshold; data is EU-hosted for GDPR compliance.
What we measured
Nobody else publishes this — it comes from knocking on the door every day.
- Watched by us
- 17 days
- Last checked
- 8d ago
Where it shows up
Every group here is a page of its own — each one checked daily.
The numbersIs it still shipping, is it overpriced, where did it land — and what the price is built from.
League price & chart
No money. No seat. It goes on your record — and in 28 days reality settles it.
Calls are closed while we rebuild accounts. You can still read every one of them.
Analytics. Launched 17d ago on Fazier, where it placed #13. Today, it's been quiet for 8 days and the price has started to bleed.
Already bleeding a little every day, and it accelerates the longer it stays quiet.
We check this site every day, ourselves. A founder can post “still working on it” — a claim like that doesn't price. What we price is what we can verify from the outside: evidence, not announcements. The real question isn't “will this be huge?” — it's “will they still be moving in four weeks?”
The market viewHow this launch is priced and ranked in our league — the investor side of the page.
ranked by the reality anchor, not the market price
It placed #13 on Fazier with 11 votes. It also showed up on 2 other boards — but didn't place well enough on any of them, so none of them add to the price. Listing on twelve directories is free; placing well on them isn't.
No matter how much money goes in. There is no pump here — you can't make yourself right by buying more. The line only moves on things that actually happened: an award, revenue that grew, a new platform, code that shipped — or silence.
En eski 2 hareket bu listede yok — toplam 14 olay var. 3 quiet days in between are left out — nothing happened on them. A launch that goes quiet eases down a little at a time — never a cliff you could have run from the night before.
How the launch is moving on its own board, day by day — the crowd's attention.
A flat line is normal: votes stop within a day or two of launch, on every board. What's unusual — and what actually counts — is a launch that keeps pulling votes long after its day is over.
About
Causality Engine is a marketing attribution platform that uses causal inference, not correlation, to show e-commerce brands which marketing channels actually drive sales. Traditional tools like Google Analytics credit the last click. If a customer saw an Instagram ad, opened an email, then Googled your brand name, Google gets 100% of the credit. The ad and the email get zero. This causes marketers to systematically overspend on bottom-funnel channels and underfund the ones that create demand. Causality Engine fixes this. Upload a Google Analytics CSV and get a full causal attribution analysis in minutes. No pixels, no SDKs, no developer needed. The platform reveals 15-25% of revenue that traditional attribution structurally cannot see, and quantifies it as an exact euro amount per channel. Built for e-commerce brands doing €5K+ monthly revenue. All data is EU-hosted. GDPR-compliant from the ground up with right-to-erasure, data anonymisation, and fraud detection built in. Pricing starts at €99 for a single analysis. Pro subscribers (€299/mo) get unlimited analyses, AI chat, and full historical lookback. Get started now: https://causalityengine.ai
Where it launched
3 platformsThe board it did best on sets the price. Every other board only adds to it if the launch also placed high on that board too — because just showing up somewhere isn't an achievement. Listing on twelve directories is free; placing well on them isn't.
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