Map a market.
Watch it move.
Type a category. Get a cited competitive landscape, and evidence-linked diffs every time the market moves.
Enter a market category above and press Run to map the competitive landscape.
How a dossier is built
- Discover
Web search finds the companies competing in your category; aggregators and blog posts are filtered out.
- Profile
Each player is scraped and extracted into a typed, confidence-scored profile with source citations.
- Synthesize
Profiles become a positioning map, a shared-capability matrix, and a written brief. Re-runs diff against history.
We grade our own extraction
Every number below comes from a reproducible evaluation against hand-checked ground truth, published in the repository. The parts that fall short are documented, not hidden.
- names & links extracted correctly
- 100%
- overall field accuracy
- 67%
- mean extraction latency per page
- 8.7s
- credits per profiled page
- 11