Confusing free-streaming choices — curated, verified guide & discovery

The explosion of free, ad-supported streaming channels has left many consumers unable to find what’s actually available: content is fragmented across FAST channels, AVOD tiers, and platform-exclusive free libraries, and 2.0 billion monthly free-streaming viewers confront inconsistent metadata, stale catalogs, and poor search signals. This discovery friction lowers engagement and drives users back to search engines or paid apps rather than making ad-supported services sticky. You could build a curated, verified guide and discovery product that combines large-scale NLP-driven cataloging and summary generation with human editorial verification, surfacing SEO-optimized long-form guides, per-title metadata, availability maps, and personalized recommendations. Monetization would rely on ads and affiliate placements targeting an estimated $20 annual revenue per viewer, supporting an addressable market of roughly $40.0B. The timing is favorable because FAST expansion and improved AI for metadata extraction make automated cataloging feasible now, search-first consumption habits favor long-form guides, and independent SEO-driven traffic can scale without storefront integration. Market indicators (market score 95/100, revenue potential 88/100) suggest strong tailwinds but also sizeable competitive interest. This product can stand out by committing to accuracy and trust—regularly verified availability, transparent sourcing, publisher partnerships, and a hybrid human+AI workflow that reduces false positives common in pure-automation approaches—while also investing in editorial voice to capture organic discovery. Challenges include staying current with rapidly changing catalogs, negotiating platform relationships, and competing with well-funded apps that control in-app discovery, so a clear go-to-market focused on SEO, affiliate economics, and selective integrations is essential.