CalibratedDecisions.

Demo · Marketing, sales & social

StealAds demo

Break down ad hooks, offers, and landing-page fit.

Open x.com ↗
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)

Video from the post

How builders describe it

724 live ads from 37 brands, analysed in about 40 seconds.
Classifying ad observations across brands. Via DAIR.AI Jev Field Notes (research paraphrase, snapshot 2026-09-20).

The decision Jev makes

Score a draft or a lead, pick the strongest option, or filter a feed.

Where it fits

Marketing and social work is full of judgment calls: is this hook strong, is this post worth reading, is this lead a fit. These projects hand those calls to Jev and keep the writing to people or other models. All 120 marketing, sales & social projects →

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