An uncle just watched 1,891 ads, his ability is 12 cents.
Classified 1,891 competitor ads in 19 seconds for $0.12, tagging each by funnel stage and style plus a full account analysis.
The original post, translated
An uncle just watched 1,891 ads, his ability is 12 cents.
Alright, read them out. He asked JEV, TypeSafe's new model
1,891 ads
19 seconds
→ $0.12
This is not a summary. It is every ad marked with the position and style it attacks in the funnel, plus a complete account X-ray: what you invest in, what you repeat, where you have leaks
Knowing exactly how your competitors sell costs a whole agency's money. Now it's cheaper than coffee.
Upcoming maxfusion MCP
Show the original post in its source language ▾
UN TÍO ACABA DE LEERSE LOS 1.891 ANUNCIOS DE SU COMPETENCIA POR 12 CÉNTIMOS
Bueno, leérselos no. Se lo pidió a JEV, el modelo nuevo de TypeSafe
→ 1.891 anuncios
→ 19 segundos
→ 0,12 $
Y no es un resumen. Es cada anuncio etiquetado por dónde ataca en el funnel y con qué estilo, más la radiografía completa de la cuenta: en qué invierte, qué repite y dónde tiene huecos
Saber exactamente cómo vende tu competencia costaba una agencia entera. Ahora cuesta menos que un café
Llega pronto al MCP de maxfusion
The post above is a machine translation from es; the untranslated text is in the fold-out.
Quoted post
@OriSilver112.8K viewssourceJEV makes competitor research feel like a cheat code We fed it Resilia’s ad library and it classified 1,891 ads in 19 seconds for $0.12 Customer journey stage, ad style, and a full account deep dive Coming soon to the maxfusion MCP
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 agents & workflows, 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 agents & workflows page.
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Last updated: 2026-09-22 · sources & corrections · every card links to its author's original post