A pattern, not a lucky answer.
One answer is a coin toss. A month of them is a rate, and the report shows the rate for every question on every platform.
The monthly perspective
This is what arrives each month.
Where you appear, who appears instead, and what moved since last month. Every figure below is sample data for an invented business. The document is built by the same engine that builds a customer’s, so what you see here is what you would get.
The product in under a minute · plays mutedWatch with sound
BusinessRidgeline Roofing, invented
DocumentMonthly AI visibility report
FiguresSample data, fixed seed
Built byThe same report engine customers get
Scroll inside the report to explore every section
Made for the monthly review · built from the answersDelivered by email · kept in your portal
The numbers are only the beginning
How to read it.
Each chapter answers one question, so a headline number turns into something you can act on.
Your market, in the same frame.
The competitors come from the same answers as your own numbers, so you can see who is winning the questions you are losing.
Somewhere to look next.
Changes by platform and by question point at where to look. The last chapter explains how every number was measured, so you can trust it or challenge it.
Your business. Your questions. Your next step.
See where you stand.
A free scan asks 5 buying questions on Google AI Mode, ChatGPT and Gemini, then emails you what came back.
No account needed · Results in about a minute