Consensus Finder

COLDinformationGlobal8 Mar 2026

Discovery Lens

C Combination Innovation

Two separate worlds finally connect — and the intersection is a product

One-Liner

A meta-AI tool that routes your question to 5+ different AI models simultaneously, compares their answers, and returns a consensus response with a reliability score based on model agreement.

Kill Reason

Multi-model consensus routing is a single-weekend engineering project with no defensible moat — any developer can replicate it, and platforms like Poe.com and OpenRouter already offer model aggregation. The reliability score concept also fails on examination: model disagreement usually reflects question ambiguity rather than answer quality, making the core value proposition misleading.

What do you think?