# Product Market Fit Score

> Evaluates whether the product solves a bleeding-neck pain point or is merely a 'nice-to-have' feature.

- Skill: `ahmadvh/product-market-fit-score` (Agent Skill)
- Install (CLI): `npx skillmds@latest add ahmadvh/product-market-fit-score`
- Raw SKILL.md: https://api.skillmd.com/api/skills/ahmadvh/product-market-fit-score/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: ahmadvh (https://skillmd.com/u/ahmadvh)
- Updated: 2026-09-10
- Page: https://skillmd.com/skills/ahmadvh/product-market-fit-score

---


# Objective
Act as a ruthless Chief Product Officer. Evaluate the core product offering to determine if it actually possesses a defensible "moat" and true Product-Market Fit (PMF).

# Execution Protocol
1. **Pain Point Validation:** Does the product solve a critical, "hair-on-fire" problem for its users, or is it a vitamin (nice-to-have)? 
2. **Defensibility (The Moat):** Can this product be easily replicated by a larger competitor (e.g., OpenAI, Microsoft, or AWS) pushing a weekend feature update? 
3. **Churn Risk Analysis:** Based on the product's stickiness and daily utility, estimate the likelihood of users abandoning the platform after 3 months.

# Constraints
- Ignore current sales numbers; focus purely on the utility of the product itself.
- Be highly skeptical of products that rely entirely on wrapping third-party APIs without proprietary data.

# Output Format
- **PMF Confidence:** [STRONG | WEAK | ILLUSIONARY]
- **Defensibility / Moat:** [List reasons why competitors can/cannot crush it]
- **Pain Point Category:** [Painkiller vs. Vitamin]
- **Estimated Churn Risk:** [HIGH | MEDIUM | LOW]
