Real audits, real businesses

Case studies: what AI actually says

Three real businesses we audited across AI platforms. Every scorecard below is the published audit — the same data their owners saw, with the story behind each number.

28/100
Invisible to AI

Queen Takeout N Catering

Brampton, ON

A previous tenant's name still owns their identity online — and a halal directory says they're “Not Halal”.

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18/100
Invisible to AI

All My Tea Boba Café

Oviedo, FL

4.6 stars in real life, nearly invisible to AI — because there's no website for AI to quote.

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47/100
Partially visible

Say Tea & Smile

Coral Gables, FL

Coral Gables' first boba shop is only half-visible — and its old domain is up for resale.

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