Paste any claim, then AI judges debate until one clear answer survives.
ProblemPeople ask multiple AI tools the same question and get conflicting answers with no clear way to decide what is true.SolutionTruth Dungeon runs structured multi-agent debates on a claim, forces citation-backed arguments, and outputs a confidence-scored verdict with evidence.Target CustomerStudents, creators, researchers, and operators who make decisions from AI outputs and need fast, trustworthy resolution when answers conflict.Revenue ModelFreemium with limited daily claims; Pro at $12/month for higher debate limits and saved case history; Team plan at $49/month for shared truth reports.MVP ScopeWeb app where users paste a claim, trigger a 3-agent debate, and receive verdict, confidence score, and citation trail in under 60 seconds.Risks- Users may over-trust confidence scores without reading source quality.
- Citation retrieval quality can vary by topic and freshness.
- Debate latency or cost could hurt retention if sessions feel slow.
Projected TAM$4B to $8B: combines consumer fact-checking, AI answer verification, and knowledge-work QA spend across education, creator, and SMB segments.