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How I Built an AI Business Validator to generate 300 blog posts for me everyday
UGC to hack SEO — Here’s How It Works (and How You Can Break It) As a founder-turned-builder, one of my biggest productivity leaks used to be chasing half-baked ideas. We know the drill: You get excited, sketch a prototype, lose two months, and then realize the TAM is microscopic or the unit economics were never going to work. I got tired of it. So instead of trying to "think harder," I built an AI that acts as a pre-check filter before I even touch a line of code. The Problem I Wanted to Solve Early-stage validation is broken. No one actually interviews 100 customers. and frankly i dont want to No one spends weeks building complex financial models for an MVP, all the numbers are fugazy Most engineers skip to building... and then learn the market says “meh.” I wanted a fast, brutal, first-pass validator. I didn’t need 100% accuracy. I needed directional clarity in 3 minutes or less. How It Works (Under the Hood)
UGC to hack SEO — Here’s How It Works (and How You Can Break It)
As a founder-turned-builder, one of my biggest productivity leaks used to be chasing half-baked ideas.
We know the drill:
You get excited, sketch a prototype, lose two months, and then realize the TAM is microscopic or the unit economics were never going to work.
I got tired of it.
So instead of trying to "think harder," I built an AI that acts as a pre-check filter before I even touch a line of code.
The Problem I Wanted to Solve
Early-stage validation is broken.
- No one actually interviews 100 customers. and frankly i dont want to
- No one spends weeks building complex financial models for an MVP, all the numbers are fugazy
- Most engineers skip to building... and then learn the market says “meh.”
I wanted a fast, brutal, first-pass validator.
I didn’t need 100% accuracy.
I needed directional clarity in 3 minutes or less.
How It Works (Under the Hood)
