Moatifi screens 6000+ US stocks through 11 quantitative filters (ROE, ROIC, margins, debt, etc), then runs each passing stock through an AI analysis that writes a Buffett-style moat breakdown. It traces how the moat was built, names competitors who've tried and failed, and assesses whether the advantage is widening or narrowing.
Try NVDA or MSFT for good examples.
Tech: FastAPI + React, deployed on Fly.io. Analysis via OpenAI. Free, no login required.
Would love feedback on the analysis quality. Is it useful for actual investment research?