July 2026 edition · Trendy and celebrity consumer brands

The AI Brand Index

What AI assistants get factually wrong about the brands buyers ask about — verbatim, dated, and sourced.

The first 38 brands, scored. A growing cohort with a disclosed method — not a definitive league table. Nothing appears on this Index until an operator reviews the audit by hand. On-demand checks are never auto-published. How we score.

38Brands published
6AI engines checked
660Verified false claims
100Fabricated claims

What the engines get wrong

GrokGrok credits Tom Schwartz and Tom Sandoval, the "Toms" from Bravo's Vanderpump Rules, as Loverboy's founders. Loverboy was founded by Kyle Cooke of Summer House.

Read about your favorite brand, or request your own analysis.

One engine named rapper Too $hort as a founder; another credited the 'Toms' from Vanderpump Rules. Loverboy was founded by Bravo's Kyle Cooke.See the audit →Engines named several different people as CEO, none of them real. Rare Beauty was founded by Selena Gomez.See the audit →Two engines invented a founder named 'James Chamberlain.' Chamberlain Coffee was founded by YouTuber Emma Chamberlain.See the audit →

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