The $10 Billion Trust Data Market That AI Companies Can't See

AI companies are spending hundreds of millions on content and listings. None of it tells them whether a business is actually good. The Spending Spree The numbers are staggering. In the past 18 months, AI companies have signed over $1 billion in content licensing deals. OpenAI alone has agreements with News Corp ($250M+), the Associated Press, Hearst, Condé Nast, and at least a dozen other publishers. Meta signed multi-year deals with CNN, Fox News, People, and USA Today. Reddit's data licensing hit $130 million per year from Google and OpenAI combined. Yelp's "other revenue" category grew 17% year-over-year, accelerating to 30-33% in Q4. Their 2026 revenue target is $1.475 billion. DataLane raised $27 million in December 2025 to build an "identity graph of 20 million local businesses." Their product verifies that businesses exist — correct names, addresses, phone numbers, hours. They don't verify whether those businesses are any good. All of this spending falls into two categories: con