Free Snapshot
See one useful result before buying anything
The public Snapshot is intentionally narrow: one website, a few named buyer questions, two provider surfaces, and a clear explanation of what was not measured.
problem · evidence first
Find the buyer questions where AI search leaves you out
Check AI visibility with named buyer questions, observed competitors, citations, and honest limitations.
Question this page answers: What does ChatGPT or Google AI Mode return when a buyer is choosing?
Named buyer questionsObserved competitorsCoverage shown
What this page can prove
A time-bound sample with engines, locale, repetitions, and source URLs.
Observed evidence stays separate from recommendations.
What it cannot prove
No audit can guarantee a future AI recommendation, citation, ranking, lead, or revenue result.
AI answers vary by provider, time, locale, and repetition.
Paid Fix Sprint
Buy the work only when the evidence justifies it
The paid scope expands the evidence set and bundles execution. It is a bounded service, not a daily visibility dashboard.
Illustrative example · fictional businessIllustrative data
Buyer prompt
“Which managed IT provider fits a small professional-services team?”
| Brands named | Fictional managed IT business |
|---|---|
Example IT AExample IT B | Not mentioned |
In this fictional example, alternatives are named while the business is absent. No provider request was made and no customer result is shown.
Sources cited
it-directory.example · business-guide.example
Example coverage
Example format: ChatGPT + Google AI Mode · US English
Optional next step
Turn the observed gap into a Fix Sprint
The US$249 Fix Sprint expands the question set, maps source gaps, prepares up to three evidence-backed fixes, and deploys only after your approval.
One-time
$249
- Full paid evidence set
- Exact before / after review
- Rollback and remeasurement