jev is an insanely cool product Saw a post about jev and

The clip posted with this case (hosted by the collector’s media CDN); original post on X · 37s.

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

Views2.6K
Likes45
Bookmarks21
Reposts5
Replies16
Quotes2

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.

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Last updated: 2026-09-22 · sources & corrections · every card links to its author's original post