@PrajwalTomar_: Founders keep telling me the same thing on every call. The product works, but they have no idea where the customers com…
Summary
The author addresses a common startup problem of unclear customer acquisition, presenting an AI agent system that researches pain points, writes and optimizes ads, and traces ad spend to revenue, with a full build breakdown shared in the thread.
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Cached at: 08/09/26, 03:25 PM
Founders keep telling me the same thing on every call. The product works, but they have no idea where the customers come from.
So I went deep on the one system that actually fixes it. An agent that researches the real pain points, writes the ads, kills the losers, and scales the winners on a loop, and traces every ad straight to the revenue it made, the thing agencies charge $10K a month to approximate.
I put the whole build in one place.
Full breakdown below.
this is f*cking gold.
There’s a 3-line Claude prompt going around called the Gauntlet Loop. You stop being the one who checks Claude’s work.
Claude fans out workers, each with a harsh critic, and they keep looping until the quality hits a real bar you set.
Here’s the whole system:
→ Task: what you want built → Build method: fan out sub-agents, each piece gets its own critic with fresh eyes → Bar: a real reference it can compare against. Don’t stop until the critic is wowed
Same pattern behind that Call of Duty-style browser FPS Claude built from one prompt. Landing pages. 3D walkthroughs. Same loop.
At this point I’m pretty sure the people still doing single-prompt-and-done are about to get lapped. This pattern is the actual unlock.
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