Stop hopping sites — unified, instant search across 300K+ open-source icons

Designers, developers, and creative teams routinely waste time hopping between dozens of icon libraries and marketplaces to find consistent, properly licensed artwork, and that fragmentation matters because there are already 300K+ open-source icons scattered across repositories and sites. The pain is felt by individuals and teams—roughly 20M potential users—who lose context and cadence when searching for specific semantics or a consistent visual style across projects. A practical solution is a unified, instant search platform that aggregates those 300K+ open-source icons, indexes and deduplicates them, and serves embedding-based semantic search so users can query by meaning and style rather than brittle keywords. Delivered as deep plugins and an API for Figma, Sketch, VS Code and CI pipelines with clear license metadata, attribution tooling, offline caching, and a freemium + team subscription model, it would aim to reduce search time and compliance risk in one flow. The timing is favorable: design tool consolidation (teams standardizing on Figma/Sketch), meaningful improvements in vector/semantic retrieval, and growing permissive open-source icon contributions all increase the value of aggregation, and the addressable market is sizable—$3.6B implied by 20M users at $180/year. Independent scores here are positive (market score 88/100, revenue potential 78/100), which suggests demand and monetization are plausible if execution is disciplined. To stand out you must combine comprehensiveness (fast, up-to-date coverage of the 300K+ corpus), superior retrieval (intent and style matching), frictionless integrations, and clear licensing controls; realistic challenges include maintaining data hygiene at scale, handling license edge cases, converting free users to paid teams, and differentiating in a medium-competition landscape where defensible tech and platform partnerships are essential.