Validate Product-Market Fit Signal

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Levi Smith

@levi-smith

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Assess product-market fit using multiple evaluation frameworks.

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Assess product-market fit for {{product_name}} at {{company_name}}. Data: {{pmf_data}}. Use 3 PMF frameworks: 1) Sean Ellis 40% test analysis 2) Retention curve analysis 3) Organic growth signals. Each framework should independently conclude PMF achieved/not achieved. Where do frameworks agree? What explains discrepancies? Consensus PMF assessment with confidence level.

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Category

Business

Use Cases

PMF assessmentInvestor update preparationStrategic pivot decisions

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claude-opus-4.5gpt-5.2gemini-2.0-flash
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