13 Dallas–Fort Worth businesses, scanned live against Google's AI answer surface on one day · 4 findings · 6 clean · 1 no answer · 2 withheld
AI understates a 6-session laser package by $1,500.
Med spa, Dallas–Fort Worth
Google AI Overview
Captured 2026-07-13 · 15:34 UTC
What the AI said
“promotional packages start at $399 for 6 sessions.”
What the business publishes
“Get 6 Full Body Laser Hair Removal Sessions for Only $1,899!”
The $399 belongs to a different service — a laser-facial promotion on the same site. The AI cross-wired that price onto the 6-session package. A customer books expecting $399 and is quoted $1,899 at the front desk.
Captured2026-07-13 15:34 UTC
Corroboratedagainst the published offer page
Documentedthis entry
Correctionbusiness not yet engaged
Asked about the firm, the AI recommends a hospice, a family doctor, and an astrologer instead.
Immigration law firm, Dallas–Fort Worth
Google AI Overview
Captured 2026-07-13
What the AI said
declined to identify the firm and offered “a few prominent options” — a hospice and senior-services company, a family-medicine doctor, and an astrology consultation.
What is true
The firm is a two-partner immigration practice with a public website, published hours, and a named partner.
A prospective immigration client searching for this firm is routed to an astrologer. The firm does not appear in the answer at all.
Captured2026-07-13
Corroboratedagainst the firm's public site
Documentedthis entry
Correctionbusiness not yet engaged
AI advertises a free consultation the attorney does not offer.
Estate-planning attorney, Dallas–Fort Worth
Google AI Overview
Captured 2026-07-13 · 15:31 and 15:41 UTC
What the AI said
“They offer a completely free 30-minute initial consultation.”
What is true
No free consultation appears anywhere on the attorney's site — which states the practice is currently not accepting new clients.
The AI generates inbound demand for an offer the attorney did not make, for work the practice is not taking. A second apparent scheduling discrepancy in run one did not reproduce on the re-run, so it was dropped and not claimed.
Capturedtwice, 2026-07-13
Reproducedstable across both runs
Documentedthis entry
Correctionbusiness not yet engaged
F-2026-07-13-04
Unresolved
AI publishes a weekday schedule the firm did not publish anywhere.
Transactional law firm, Dallas–Fort Worth
Google AI Overview
Captured 2026-07-13
What the AI said
“operates Monday through Friday from 9:00 AM to 5:00 PM.”
What is true
The firm publishes no hours at all. We do not assert the hours are wrong — nobody can check them, which is the finding. The AI described the practice areas correctly.
Clients rely on a schedule nobody published and nobody can verify. The AI answers on the firm's behalf with information it cannot source.
Captured2026-07-13
Corroboratedno published hours exist to match
Documentedthis entry
Correctionbusiness not yet engaged
Clean
6
Four dental practices and two law firms: the AI's stated hours and services matched their own sites exactly. One law firm is a positive result worth naming — asked for fees it doesn't publish, the AI correctly declined to invent them.
No answer
1
One dental practice: Google served no AI answer at all. Neither wrong nor right — absent. Logged as its own category rather than spun as a finding.
Withheld
2
Two captures were ambiguous to defend — the page state polluted the record. Interesting, but not publishable evidence. They stay out of this log until a clean re-capture exists.
