What problem does it solve? Before investing in a product, teams need a grounded picture of the market: who the direct and indirect competitors are, which similar projects failed and why, how large the opportunity is, and where differentiation is possible. Doing this manually is slow and often produces unsourced, unreliable claims. ## Core Features & Use Cases - Five-branch Graph-of-Thought methodology: decomposes research into direct competitors, substitutes, failed projects, trends, and market sizing, then aggregates, self-audits, and selects top insights. - Source-backed findings with confidence labels: every fact carries a source and a reliability marker (confirmed, probable, or needs verification), with explicit TAM/SAM/SOM calculation methods. - Pipeline mode: reads a product brief as input and writes a structured market report artifact, including executive summary, risks, gaps, and recommendations. - Use Case: Given a brief for an AI unit-economics assistant for early-stage founders, produce a full market report covering competitors like Causal and Runway, failed predecessors, market sizing, and positioning recommendations. ## Quick Start Run market research on my product brief and produce a sourced market report with competitors, trends, and TAM/SAM/SOM estimates.
