How it works

The audit, step by step

We test the engines your buyers actually use.

PromptRunCaptureScoreReport
01 / The prompts

Real questions, not keywords

We write buyer intent prompts around your category and rivals. None of them name your brand, so nothing tips the engines off.

Example buyer prompts
Best issue tracking system for startups building with AI agents
Which issue tracker has the best GitHub integration for a small engineering team
Affordable alternatives to Jira for a fast growing startup
02 / The run

Run against every major engine

Every prompt goes to all five major engines at once. A single audit turns 30 buyer prompts into 150 captured answers: real GEO and AEO evidence.

30
buyer prompts per audit
150
captured answers to analyze
ChatGPTGeminiClaudePerplexityGoogle AI Overviews
every major AI engine
03 / The evidence

We record every answer

For every answer we capture which domains each engine cited, whether you made the cut, and how your share compares to rivals.

Captured excerpt
“Best issue tracking system for startups building with AI agents”
ChatGPT
linear.appatlassian.comgithub.com
Google AI Overviewslinear.app · not cited
Across the run, Atlassian was cited in 52% of answers. Linear got 16%.
04 / The human layer

Where a human takes over

Full audit only

The free scan is fully automated. On a full audit, a specialist takes over, researching every claim, correcting what the machine misread, and signing off before it ships.

Every mention rechecked against the answer
Every cited domain opened and confirmed
Share of voice recomputed by hand
Every gap traced to a real answer
Technical findings retested
Nothing ships as raw model output
05 / Technical checks

The signals engines rely on

We test whether the engines can reach, read, and trust your site.

CheckWhat good looks like
AI crawler accessThe named bots can fetch your pages
llms.txtPresent and accurate
Structured dataValid schema for your brand
Render parityCrawlers see what browsers see
Page speedAnswers cite pages that load fast
06 / Scoring

What goes into your score

One clear score from 0 to 100, built from four things we measure in every answer.

01
Mentions
How often the engines name you in their answers
02
Citations
How often your pages are cited as a source
03
Share of voice
Your share of the answer versus named rivals
04
Technical
Whether the engines can read and trust your site

The same four signals open every report, so you always know exactly where you stand.

07 / What you get

Start free, go deeper when ready

See where you stand in seconds, then commission the full audit for the complete picture.

Free Scan
1 prompt, instant
A single buyer prompt across every major engine. Automated, no signup.
The Audit
30 prompts, fully reviewed
Thirty buyer prompts, checked by a specialist and delivered as a report you can act on.
See pricing  →