Opportunity Lens

Turn real discussions into evidence-backed product opportunities and customer validation plans.

Opportunity Lens helps builders, product teams and researchers turn messy online evidence into clear opportunity briefs. Analyze a webpage by itself, or combine the current page with supporting sources such as pasted notes, customer conversations, URLs, TXT, Markdown, PDF, DOCX and CSV files. Opportunity Lens extracts the readable text, checks source relevance, and helps you produce a concise, cited brief before spending more time or AI credits. What you can do: • Analyze webpages for customer problems and opportunity signals • Add multiple sources before running a deeper analysis • Use Product, Market or Research modes • Review evidence-backed problems, possible solutions and next actions • Save promising opportunities into Ideas • Compare ideas by pain, evidence, buyer intent, feasibility and speed • Find audiences, communities, creators, meetups and market routes • Generate roadmap and validation guidance • Export Markdown, JSON, CSV, BibTeX and integration-ready briefs Opportunity Lens is built for: • Indie builders validating startup ideas • Product teams reviewing customer pain and market gaps • Researchers comparing claims, limitations and possible research gaps • Operators who want faster evidence-backed decisions Privacy and AI: Opportunity Lens uses your selected AI provider. Your provider key is stored locally in the browser extension. Enabled source text is sent only when you choose to analyze it. Excluded sources are not sent. Payment secrets are never stored in the extension. Free users can try 10 successful analyses per month. Pro BYOK unlocks unlimited user-key analyses and the full workflow.