OuterJoin is a query engine whose tables are live websites. Ask a question in English. Gemini plans it, Nimble fetches each web table in parallel, and Postgres runs a real SQL join against your own data. Every result row links back to the page it came from.

Nimble is the storage layer. Its template catalog is our list of 600 web tables. For a question like “which of my products is Amazon selling for less than I do”, the engine runs one Nimble call per local row, a bind join. When a template’s parser returns nothing, it repairs itself by fetching the same page through Nimble Extract and having Gemini shape it into typed rows.

Built with Nimble, Google Gemini, Postgres and FastAPI, hosted on Render.