Product Market Fit Evaluator

    by Danejw

    2

    Evaluate and diagnose Product-Market Fit using a multi-stage evidence ladder and expert measurement frameworks.

    $25

    · or 125 credits

    30-day refund guarantee

    Secure checkout via Stripe

    0 installsNo reviews yet

    Works with the AI tools you already use

    CClaude CodeCCursorCCodex CLIGGitHub CopilotGGemini CLIVVS CodeWWindsurf+15 more

    About this skill

    Unlocking Product-Market Fit with Data-Driven Rigor

    Most teams fail because they scale before they have proof of stickiness. The PMF Evaluator is a specialized skill for developers, founders, and product agents to diagnose, measure, and improve Product-Market Fit (PMF) using a structured "Evidence Ladder." It moves beyond gut feeling by triangulating qualitative interviews, behavioral analytics, and structured surveys.

    What it does

    • Audit Evidence: Analyzes your current metrics, interview notes, or survey results against five key rungs: Problem Fit, Solution Resonance, Behavioral Proof, Economic Proof, and Expansion Proof.
    • Run Structured Surveys: Generates and analyzes "Must-Have" surveys (Ellis/Vohra method) to identify the "very disappointed" user segment.
    • Interpret Hard Metrics: Evaluates retention cohorts, DAU/MAU, NDR, and LTV/CAC against industry benchmarks to separate vanity metrics from true growth.
    • Draft Roadmaps: Identifies the exact bottleneck in your funnel and provides a "Go/Hold/Pivot" recommendation with a prioritized action plan.

    Why use this skill

    Prompting an AI to "analyze my PMF" usually results in generic advice. This skill implements specific frameworks from industry experts like Sean Ellis, Rahul Vohra, and Marty Cagan. It forces a rigorous segmentation check (one segment, one job) and produces a standardized PMF Scorecard. The output isn't just prose—it's a diagnostic report that identifies exactly which layer of your product strategy is leaking value.

    business-operations
    product-management
    growth-hacking
    strategy

    Details

    How to install

    Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.

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    Security Scanned

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    Creator

    Danejw

    I am an Independent Developer who loves to work with AI

    Frequently Asked Questions

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