Scoutbot
An AI-powered company search engine that turns plain-language queries into verified lists of real companies. Cuts scouting effort by ~90% compared to manual research.
Innovation teams, VCs, and corporate procurement constantly need to discover niche companies against specific criteria — "European battery recyclers raising Series A", "B2B SaaS with SOC2 under 50 employees". Traditional databases return bloated, outdated lists that take days of manual filtering before they're usable.
A plain-language search interface over 20M+ company websites, backed by AI agents that crawl the open web in real time and validate each result against user-defined criteria. Results arrive in minutes with enriched firmographic and contact data ready to act on. My scope on this engagement was the Bubble.io application layer.
