Jev scores every shot of Meta video ads in 1.5 seconds

Vlad Dubchak @vladdubchak_xOriginally posted 2026.09.18

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Jev is insane for ad research. I built a tool that scores every shot of any video ad on meta in 1.5 seconds. It runs on Maxfusion + @typesafeai I pushed 450+ ads through it in less than 3 minutes. It pulls any advertisers live video ads from Research Lab on Maxfusion. Maxfusion watches the ads and gives a forensic breakdown. Jev then judges each shot and rates the whole ad. It made 50 judgments in 1.52 seconds for $0.00028 and scored this Duolingo ad at 88. Jev is the fastest decision maker I have ever worked with.