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Market Pain Intelligence

Launching today

AI market intelligence that decodes recurring business pain

11 followers

AI market intelligence that decodes recurring business pain

11 followers

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AI engine analyzing professional marketplace demand to identify recurring business pain patterns. Our 4-stage pipeline (Capture → Decode → Cluster → Validate) transforms signals into validated intelligence: macro-trend clusters, product hypotheses, and demand metrics. For founders and product teams who need to understand what businesses actually struggle with.

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Launch tags:Analytics•SaaS•Artificial Intelligence

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Tabstack Browser AutomationAutomate the web in your app or agent, no browser to host

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Hey everyone! I'm building Market Pain Intelligence because I was frustrated with traditional market research tools. They all focus on surface-level metrics—keywords, trends, survey data—but miss what actually matters: the real problems businesses are struggling with. Here's the thing: companies rarely describe their core problems directly. They describe the solutions they need. "I need a developer who can integrate X with Y" doesn't tell you why they need it or what pain they're actually experiencing. So I built an AI engine that: 1. Scrapes professional marketplace demand (real business needs, not surveys) 2. Uses LLMs to extract the underlying pain points 3. Clusters similar patterns to identify macro-trends 4. Validates everything with empirical evidence The goal? Help founders and product teams understand what businesses actually struggle with at scale—before they build the wrong thing. This is still early (we're in active development), but I wanted to share it with the PH community for feedback. I'd love to hear from you: - How do you currently validate market demand for new products? - What would make this more useful for your workflow? Thanks for checking it out!

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13d ago

The cluster view is honestly the standout part, seeing grouped pain points across industries makes it way easier to spot where there's real demand versus just noise. Wish the validate step gave a bit more transparency into how it scores confidence, but the macro trend breakdown saved me a bunch of research time.

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3h ago

Love the structured pipeline approach to turning noise into validated insights. One feature that would really help: a comparison view that overlays the pain patterns from your cluster output against publicly available funding data, so I can quickly see which validated pains already have well-funded competitors moving in versus open territory worth pursuing.

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2h ago

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12d ago

Building in Public: AI-powered market intelligence tool to decode recurring business pain

Hey Product Hunt community!

I am Fernando, and I am building Market Pain Intelligence (MPI), an AI-powered tool that helps businesses identify and decode recurring market pain points.

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