OpportunityScout — AI Scout for Freelancers

OpportunityScout solves the single biggest time sink in freelancing: manually hunting for gigs. Freelance developers and small agencies lose 1–2 hours every day searching across fragmented platforms like Malt, Upwork, LinkedIn, and tender sites — then lose winnable projects to faster responders. OpportunityScout automates the entire loop. A multi-step agent workflow, built entirely with native.builder, sources live opportunities from the web using Bright Data's Remote MCP (search + scrape), extracts and scores each one against the user's real skill profile (skill match, budget fit, project type, language/location, recency), and drafts a tailored proposal referencing the client's actual project in one click. Users manage everything through a ranked feed and a six-stage kanban pipeline (New → Shortlisted → Applied → Replied → Won → Lost). The entire application — authentication, all six pages, the Supabase data layer, and the agent pipeline — was generated and iterated on through native.builder prompts, with Bright Data's Remote MCP powering real, live web sourcing rather than static or mocked data.