Jev case: in 40 seconds it broke down 724 live ads from 37

Used Jev to break down 724 live ads from 37 brands by hook, format, offer, CTA, and landing page mismatch for 9 cents.

The original post

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)

From the same thread

• @yyyole — 这也太夸张了吧！学到了！！ 这拿来做竞品分析，简直有如神助！！ 37 个品牌、724 支广告，40 秒拆完！ 跑完一轮分析，成本0.09美元！！ 做竞品分析的朋友，看到这个真的很难不心动。 Jev 批量分析竞品广告，系统拆解背后的思路，从开头怎么吸引人，到最后怎么促成行动，覆盖六个维度： Hook：第一句话、第一个画面，靠什么让人停下来？Format：用了什么广告形式，怎么呈现产品和卖点？
• @Zyvex_0x — 724 live ads. 40 seconds. 9 cents. pip install typesafe-sdk That's Jev, the new model from TypeSafe. It doesn't write a single word. It only makes decisions, and it makes them in milliseconds. The
• @Jomolos — 724 reklam, 40 saniye, 9 sent. Kulağa reklam cümlesi gibi geliyor. Bir kısmı da öyle aslında. Matthew Berman, StealAds içinde TypeSafe’in yeni modeli JEV’i çalıştırdığı bir demo paylaştı. Videoya

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.