Karat Lab

The Editor — Fashion Rated by Vivienne - Get brutal fashion feedback from an AI style critic

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The Editor is an AI-powered fashion rating app featuring Vivienne, a brutally honest style critic with 30 years in fashion. Upload a photo of your outfit and get an honest 1–5 star rating with detailed styling advice. Free to try.

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Karat Lab
Maker
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I built The Editor because I wanted honest, specific fashion feedback — not just "looks great!" from friends. Vivienne gives you the brutal truth with actual styling advice. Would love to hear what you think after trying it!