@PrajwalTomar_: Founders keep telling me the same thing on every call. The product works, but they have no idea where the customers com…

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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.

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.
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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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