Why Most AI Wrapper Startups Fail: Lessons From 2023–2025

Thousands of GPT wrapper startups launched in 2023. Most are gone. The pattern of failure is remarkably consistent: thin product layer, commoditized by foundation model improvements, zero switching cost, and distribution dependent on paid ads that never paid back. The survivors did the opposite.