Read this before you build another AI wrapper

Ollie.ai, an AI household assistant with about 50,000 families using it, shut down on November 6, 2026, despite raising $7.5 million two months earlier, with its founder citing competition from Muse, Instinct and others. The post argues that competing for the $20–$30 monthly subscription slot is increasingly hard, citing an NBER paper finding only 2.9% of US consumers pay for an AI subscription, and points to alternatives such as transaction take rates, ads, platform fees and usage-based pricing.