ReadyBuyerFinder
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Ask your pipeline

Ask questions about your leads in plain English, for example "fintechs in Pune that raised this month" or "leads that visited pricing this week with a score over 70".

Open Ask in the app (/app/ask), call the API, or use the ask_pipeline tool in the MCP server.

How it works

  1. Your question is turned into typed filters: signal types, time range, industries, cities, countries, words, page visited, minimum score, status and minimum funding. This uses Surge's own AI server (Qwen). If the AI is off, simple rules do it instead.
  2. ReadyBuyerFinder runs a fixed, parameterised query over your own workspace's leads with those filters.
  3. The answer is the matching leads plus a short summary computed from those rows (number of leads and companies, top cities, highest score).

The AI never writes SQL and never writes the answer. The page shows the filters it used, so you can check how your question was read.

API

curl -H "Authorization: Bearer $KEY" "https://readybuyerfinder.com/api/v1/ask?q=fintechs+in+Pune+that+raised+this+month"

Returns { "summary", "filters", "interpreted_by", "query", "leads": [...] }. interpreted_by is ai or rules: which one read the question. If the AI fails, the rules result is used.