Wedge — Market Opportunity Briefs in 60s

Wedge turns a one-line product idea into a one-page Market Opportunity Brief in about sixty seconds. Founders and product marketers burn weeks on manual competitive research — opening tabs, reading reviews, and piecing together where the gaps are. Wedge collapses that into a single paste-and-wait flow. You type an idea like "an AI meeting note-taker for sales teams." An LLM planner turns it into targeted search queries and review-site hints. Wedge then uses Bright Data's SERP API to discover the dominant competitors, and the Web Unlocker to pull real G2 review data and customer complaints straight from anti-bot-protected pages. A second LLM pass clusters the raw complaints, surfaces recurring pain themes, and drafts concrete opportunity gaps and positioning angles. The result is a structured, source-linked brief: a competitor table with ratings and review counts, complaint themes backed by real quotes and links, and synthesized openings where the market is underserved. Progress streams live over Server-Sent Events, so you watch the research happen instead of staring at a spinner. Every run is persisted in SQLite, enabling a "watch this idea" mode that re-runs weekly and emails a delta of what changed — making Wedge a continuous GTM intelligence companion, not just a one-shot tool.