jev is an insanely cool product Saw a post about jev and
Scanned over 700 live ads in 40 seconds for 4 cents, replacing an LLM approach that would cost $15 to $50 and take 10 to 60 minutes.
The original post
jev is an insanely cool product
Saw a post about jev and decided to check it out
This thing is straight up gold whoever built it is a genius
jev is the future
Scanned over 700 live ads in 40seconds flat, and it cost me just 4 cents.
If you're in marketing, this kind of crazy fast data crunching is hands down the best thing out there.
Doing this through Opus 5 would run around 2 to 4.5 million tokens, set you back $15 to $50, and take anywhere from 10 minutes to an hour. That’s 200 to 500 times more expensive than Jev, and way slower.
Engagement when collected
Numbers are a snapshot taken from X when the case was added to the library (schema v1, collected 2026-09-19); they will not match today.
Where this case fits
Filed under sales, ads & marketing. In the pattern Jev is built for, the model answers a bounded question per step — and ordinary code acts on the answer, because the answer is already a value rather than a paragraph. Other posts in the same family are on the sales, ads & marketing page.
Related Jev cases
Jev case: in 40 seconds it broke down 724 live ads from 37
WebsitesAgents
Jev case: We gave it 700 high-intent leads and personalised
AgentsSales & ads
JEV is insane for competitor research! #02819
AgentsClassification
Jev + GrokBot is the best GTM system I've ever built It
Sales & ads
Keep browsing: all 1173 Jev cases · more from @Yarilo7brigada · builders · what Jev is
Last updated: 2026-09-22 · sources & corrections · every card links to its author's original post