AI Tool Curator / Verifier (The "Anti-List" Directory)

AI tool directories list tens of thousands of products with almost no vetting. "There's An AI For That" indexes over 10,000 tools. G2 and Capterra pile on millions of reviews. But when a startup founder or procurement manager needs to pick a transcription tool, they still spend hours comparing conflicting claims and sorting through dead products. The AI Tool Curator is the anti-list: a directory that only includes tools verified through actual testing. Instead of aggregating every product that claims AI capabilities, it tests core claims against benchmarks. If a transcription service says "95% accuracy," it runs the tool against a standardized audio sample and publishes the real number. It monitors whether tools are still alive and publishing, and it builds side-by-side comparisons based on tested data, not marketing copy. The addressable market is the $50M AI-specific tool verification segment within the broader $500M+ software directory market. Revenue comes from freemium access, premium verification reports at $19/month, and API access for procurement teams. The timing works because 100,000+ AI tools exist as of 2025 and existing directories cannot verify claims at that scale.