- 5,400+ hackathon project submissions with tech stack, problem/solution tags, and competitive context
- 84,000+ archive documents across 65+ curated sources: cypherpunk literature, protocol docs, investor research, founder essays
- Hackathon analytics across every Colosseum hackathon (Hyperdrive, Renaissance, Radar, Breakout, Cypherpunk)
- 6,300+ products across crypto from The Grid, real-time ecosystem metadata
- Web search for current competitive landscape
Ecosystem data by The Grid
6,300+ products across crypto — powered by The Grid
What makes it different
Honest about competition. If another team is already building the exact same thing, Copilot tells you immediately — with the project name, hackathon, and what they’ve shipped. Gap classification. When incumbents exist, Copilot classifies the gap:- Full gap: nobody has addressed this problem
- Partial gap: incomplete coverage (segment, UX, geographic, pricing, or integration)
- False gap: already solved
How it works
Copilot operates in two modes:- Conversational (default): Answer questions with targeted API calls and inline citations. Fast, concise, evidence-backed.
- Deep Dive (explicit opt-in): Full 8-step research workflow: parallel data gathering across projects, archives, and web; hackathon analysis; incumbent validation; gap classification; opportunity ranking; and a structured report with revenue model, GTM strategy, and risk assessment.