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When someone asks an AI for what you sell, who gets named?
Buyers are asking ChatGPT, Claude, Perplexity and Google's AI instead of searching. The answers cite a handful of pages. This audit measures whether any of them are yours, why, and what to change. Fifty prompts, one week, $750, re-measured in 30 days.
Fit
Who this is for
- You sell something people ask about by name and city: legal, medical, home services, B2B software, professional services.
- Your search traffic is flat or falling and you suspect the questions moved somewhere you can't see.
- An agency quoted you a 'GEO retainer' and you want a number before you sign.
- You want to know if this channel is real for your business before spending on it.
What you get
What's included
A fixed 50-prompt panel
Written the way your buyers ask, across ChatGPT, Claude, Perplexity and Google AI. Run the same way every time.
Citation map
Which pages each assistant reads and names, yours and your competitors', with rank.
Why they win
What's on the cited pages that isn't on yours: phrasing, structure, facts, freshness.
The fix list
Page by page, in order of return. Copy-level, not 'improve your content'.
30-day re-measure
Same panel again after the fixes, so you see movement or the honest lack of it.
The tooling
Built on the same measurement rig I run for my own products; you get the raw data.
Process
How it runs
- DAYS 1–2Panel and baseline.
The fifty prompts agreed with you, then run.
- DAYS 3–5Analysis and fixes.
The citation map and the page-by-page list.
- DAY 30Re-measure.
Same panel. A one-page delta.
Price
Investment
$750
One week, one re-measure. Implementing the fixes is either your team's job or a small quoted build.
What moves the price
Nothing at this size. Multi-location or multi-brand panels are scoped on the call.
Questions
Common questions
Is this SEO?
It overlaps. Search engines still matter and the same fixes usually help both. But AI assistants cite differently, and the audit measures that directly rather than inferring it.
Do you guarantee citations?
No one can. I guarantee a measured baseline, a specific fix list, and a measured re-run.
What do I get in hand?
A spreadsheet of every prompt, answer and citation; a written fix list; the delta report.
Start with a 20-minute call.
You describe the problem. I tell you what I'd build, what it costs, and whether I'm the right person. No deck.