market-research-analysts-and-marketing-specialists-131161 Run a startup idea through a McKinsey-grade validation gauntlet: 12 scored audit gates across 4 rings (Problem & Customer, Market & Timing, Business Engine, Buildability & Execution), diagnostic overlays with a Preparedness Bonus, a Boss Round against your strongest competitor, and a Survival Index with a shareable Autopsy Card. Ideas that fall get the Reforge: a disciplined pivot engine that redesigns the idea and projects its structure. Built for the AI-native era — where building is cheap, validation discipline is the scarce asset. Use when a user pitches a startup or product idea and wants it validated, stress-tested, audited, or "kicked off"; when they ask "is this idea worth building?", "poke holes in my idea", "validate my startup", "run the gauntlet", or "what's my idea's survival rate?". Do NOT use for reviewing an existing running business's operations (only its expansion ideas), or for pure feature prioritization inside a mature product.
2026-07-07