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What is LOOTR?
LOOTR is an opportunity intelligence platform for builders. It discovers emerging business opportunities from real-world market signals and pressure-tests startup ideas with evidence, failure history, competition data, and founder-fit guidance. AI helps cluster signals and run adversarial reviews behind the scenes — every verdict is grounded in market evidence first.
How LOOTR Works
- Evidence First: Market data, failure patterns, and success precedents are gathered before any analyst evaluates the idea.
- Adversarial Debate: Multiple perspectives argue for and against every idea from competing angles.
- Independent Audit: A separate audit system checks for overclaims and inconsistencies. The verdict can change.
- Founder Coaching: Execution Lens maps your personal advantages, gaps, and next moves — separate from the idea score.
Key Differentiators
- Not a quiz that spits out a number
- Not a chatbot giving a single opinion
- Multi-agent debate with independent audit
- Separate idea scoring and founder coaching
- Evidence-first: no analyst speaks before data is gathered