Reveal obscure web pages by sampling CommonCrawl and surfacing random discoveries

Reveal obscure web pages by sampling CommonCrawl and surfacing random discoveries targets a $2.1B = 10,000,000 prosumers × $210 ACV total addressable market with medium saturation and a year-over-year growth rate of 10% YoY — driven by growing subscription adoption for niche creative tools and continued consumer interest in discovery experiences (source: industry subscription growth & digital media trends).

Key trends driving demand: Feed fatigue — many users and creators are seeking escape from algorithmic feeds, creating demand for tools that intentionally surface novelty.; Commoditization of search — centralization of discovery around a handful of platforms makes alternative discovery experiences more valuable to niche audiences.; Public crawl & open-data maturity — CommonCrawl and other open crawl projects now supply raw data, enabling new products built atop crawling without huge crawl costs.; AI-assisted curation — modern models can classify and rank novelty and safety at scale, enabling founder-sized teams to deliver quality discovery experiences quickly..