Discoverability pain: unify and rank scattered “best apps” lists into one index

Discoverability pain: unify and rank scattered “best apps” lists into one index targets a $4.8B = 8M businesses/users who pay for discovery tools x $600 ARR total addressable market with medium saturation and a year-over-year growth rate of 12% estimated growth in software discovery and curation spend.

Key trends driving demand: LLM-enabled extraction -- enables automatic parsing and normalization of unstructured 'best-of' lists at scale; App sprawl -- continual proliferation of niche apps increases user demand for curated discovery; Creator economy growth -- bloggers, newsletter authors and micro-influencers publish more lists that can be aggregated; Semantic search adoption -- users expect natural-language queries ('best CRM for freelancers') and instant relevant lists.