AI Idea Validator
Brutal startup defensibility assessment with AI contradiction detection
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El Desafío
Founders waste months building ideas that are structurally replaceable because traditional validation tools ignore defensibility. Self-assessment alone can't catch optimism bias — founders consistently rate their moats high while describing products with no switching costs.
La Solución
A 23-question structured assessment across four sections probes defensibility from multiple angles, with each question targeting a documented startup failure mode. GPT-4o-mini cross-references the numeric self-assessment scores against the written qualitative responses to flag specific contradictions and surface optimism bias. It then delivers one of four honest verdicts — KILL, FLIP, BUILD, or BET — each with a confidence score and detailed rationale. The entire experience is natively bilingual EN/ES, and an offline heuristic fallback always returns a verdict even without API access.
Características Clave
- 23-question defensibility assessment across 4 sections with AI-powered contradiction detection
- 4 honest verdicts (KILL/FLIP/BUILD/BET) with confidence scores and detailed rationale
- AI cross-references numeric self-assessment vs written responses to surface optimism bias
- Full EN/ES bilingual support including AI-generated verdicts and analysis
- Offline heuristic fallback — always returns a verdict, even without API access
- Sub-3-second AI analysis via GPT-4o-mini
Resultados
- Structurally honest defensibility assessment delivered in under 3 seconds
- Contradiction detection catches the optimism bias that self-assessment alone misses
- Production-grade Next.js 15 app with server-side AI that keeps OpenAI keys off the client
- Zero-storage privacy architecture — no accounts, databases, cookies, or analytics
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