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Made with Jev

724 competitor ads, broken down

Every hook, format, offer and call to action, in forty seconds.

Matthew Berman ran 724 live ads from 37 brands through Jev in about forty seconds for nine cents, pulling out the hook, format, offer, call to action, awareness stage and any mismatch with the landing page. He plans to ship it inside StealAds and as an MCP server.

Matthew Berman

@TheMattBerman

jev is INSANE. in 40 seconds it broke down 724 live ads from 37 brands. every hook. every format. offer. cta. awareness stage. landing page mismatch. used 9 cents of tokens. (will be avail in @stealads + mcp)
Sep 17, 2026Read the post

Why it matters

One state, many attributes: each ad is the state and each attribute is its own question, which is the shape this model is built for.

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