a16z Partner Says Consumer AI Has Its Business Model Backwards

Andreessen Horowitz partner Olivia Moore said 'consumer AI has its business model backwards.' Almost all revenue has come from subscriptions and token usage, she said, while 2.2% of U.S. households pay for AI. She argues consumer AI needs revenue streams beyond subscriptions and API charges. In this author's view, user pricing must decouple from underlying model metering.