Source-check politician stock-trade claims against public filings
Useful verification layer, but manual scraping scripts already do this for free.

Manual review tool for journalists, not an automated trading signal generator.
Political journalists, newsletter writers, and fact-checkers
Quiver Quantitative · Capitol Trades · Unusual Whales
Useful verification layer, but manual scraping scripts already do this for free.
Open-source congressional tracker when Quiver Quantitative and Capitol Trades charge for access.
District-level framing makes USAspending.gov data actually relatable for citizens.
Aggregates 13F, insider, and congressional trades with a cleaner UI than Dataroma.
Heavy on YouTube demos and theory, zero stars, no verifiable trading results.
It automates a very specific, beloved cookbook — 12 Buffett-style filters plus a 10-year financial scrape and DCF — then layers an AI-written moat and management evaluation on top. The combination of deterministic screening (ROE/ROIC/debt/FCF consistency) with an automated qualitative thesis is the product's smart move; what I'd like to see next is more transparency on the AI model and DCF assumptions so you can trust the outputs instead of just reading them.