Lily Jeon

Stop betting your startup on AI hallucinations. (Get real data in 10 mins)

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Hey PH!

Let’s be honest: Building an app is the easy part now. But 35% of startups still fail because they build something the market doesn't actually need. Most AI "research" tools just give you plausible-sounding lies.

We built an agentic workflow that doesn't just "chat" it executes the boring, painful parts of market validation.

From a few lines of your messy ideas, it delivers:

  • Validated Market Scoring (Real TAM/SAM/SOM)

  • Automated ERRC Strategy

  • Instant PRD & Landing Page Mockups

Stop guessing and start validating before you write a single line of code.

The "Founder's Ego" Debate: If a data-driven report gave your "dream project" a 2/10 score, would you kill it immediately, or would you keep pushing to prove the data wrong? I’d love to hear your (probably heated) takes!

Check it out here: https://www.producthunt.com/products/business-gpt

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Rian Robertson

Love the focus on real data over hallucinations...way too many AI tools promise the world but deliver guesses. Will check this out for sure!

Ego debate: I'd lean data-driven but give passion projects like mine a shot to iterate.

If you're up for it, launching The Sponge on PH soon...AI-powered flashcard app with browser extension that turns any webpage into spaced repetition mastery. Would appreciate a follow (See "PRODUCT HUNT LAUNCH" Link in my profile)