AI engines know your brand. Do they recommend it?
Outpick measures how often AI answer engines recommend you — with intervals, evidence and a method you can audit. Not a score. A report you can act on.
No login. One field. Returns a real range and its caveat.
The gap
The engines know who you are. Every tool in this category stops here and calls it visibility.
The range, not a point. This is the number that decides whether someone buys from you.
The distance between being known and being chosen is the only measurement that pays for itself.
Illustrative figures · 412 eligible observations · 32 buyer-journey prompts · trail running shoes, Netherlands. Your own numbers will differ.
Why your rank tracker can’t see this
You rank #1 on Google and you don’t exist in ChatGPT.
Ten blue links. The buyer chooses among them, and you can see your position.
One paragraph. Two or three brands named. The engine has already chosen for the buyer.
Whether you were one of them — and, when you weren’t, which source made the case for someone else.
What you actually get
A document, not a dashboard. Here is a page of one, at full size.
Read the whole sampleRecommendation probability
Recommendation probability by engine
A recommendation is counted only when the brand is positively proposed for the buyer’s stated need.
Based on 412 eligible observations across 32 buyer-journey prompts, at least 7 repeated runs per engine, 3–16 Aug 2026, with consistent behaviour across repeated runs. The range shows where the true rate is likely to sit at this sample size.
Illustrative sample data — a fictional brand in a real category. Figures demonstrate the method, not a live measurement.
How it works
The measurement contract
We publish ranges, never a single number.
Wilson intervals at 95%, so the figure states its own uncertainty instead of hiding it.
Every figure carries its denominator.
“47 of 88 eligible observations”, on the same line as the percentage. Always.
Unavailable is not zero.
When an engine cannot be measured we say so. Recording a zero invents a decline that never happened.
There is no Outpick score.
A weighted composite cannot be falsified or reproduced. We will not ship one — this is permanent.
One report, operator-delivered, €499.
Ten to fifteen slots, then the programme closes. You get the full report, a walkthrough, and direct influence on what the product measures next.