Public details can be misread
Small-business owners report errors in AI representations and uncertainty about where to begin correcting them.
Inspect the public signals that describe your business. We do not test live appointment slots or make bookings.
Example surface · real scans show real backend states
Small-business owners report errors in AI representations and uncertainty about where to begin correcting them.
If contact and booking links are unclear, a customer can be routed through an intermediary instead of your owned channel.
Booking-fee pain is real, but varies by provider and contract. We label anecdotes instead of turning them into market claims.
No account is required. Syntax is checked before the request is accepted.
We show queued, running, partial, blocked, and failed states without a fake percent.
The teaser gives a useful baseline. A versioned backend result supplies score and coverage.
This preview uses canonical check IDs. A real score, level, coverage, and finding selection only render from the scan status DTO.
Read the scoring methodology →No. We use GET and HEAD to read public HTTP surfaces. We do not log in, run forms, bypass protections, or modify your site.
No. This is an HTTP-readiness diagnostic, not a test of the answers produced by any particular model.
No. It is a versioned diagnostic level that helps orient the findings. It does not promise rankings, traffic, sales, or inclusion in a model.
We mark it unavailable. That means we could not reach a verdict; it is not counted as a confirmed failure.