Doom scores any product, deck, or URL for sherlock risk — the odds Claude, ChatGPT, Gemini, or Grok ships its whole company as a checkbox. Four models, one number, the receipts behind it.
Founder? Score your own moat →Three ways in — paste a URL, type a one-line description, or upload a pitch deck. Four models cross-check it against a maintained, signed knowledge base of frontier-lab roadmap signals and hand back one verdict — with the receipts.
No signup wall. URL · description · or a PDF/PowerPoint deck — four models (Claude · GPT · Gemini · Grok) cross-check it live, free. Decks are read in your browser; only the extracted text is sent.
Every quarter a frontier lab absorbs a category of startup into its core product — for free. The survivors saw it a year out. The rest found out from a changelog. Wishful thinking is not a moat.
A description, a URL, a Pitch.vc profile, or a deck.
Defensibility score 0–5 (5 = safest), the exact kill-feature + lab, time-to-impact, the moat (if any), and a survival pivot.
You decide. Doom is advisory — it never auto-rejects a deal.
Every verdict cites the signal behind it. We don't guess the future — we read what the labs have actually announced and shipped, score it four ways, and show you the dispersion when the models disagree.
Obsolescence risk has been a gut call. We made it a sourced, second-opinion score — so you spend conviction on the startups with a real moat. (Founders: finding out you got sherlocked at demo day is the worst way to find out.)
Screeners run a pipeline in an afternoon and stop funding the soon-to-be-obsolete. Founders find their real moat — or their pivot — while there's still runway to use it.