Use AI for fraud detection on freemium products to prevent abuse
Generous free tiers attract not just legitimate users but also bad actors trying to game the system for spam, scraping, or abuse. Implement AI-powered fraud detection to identify and block abusive patterns without hurting real users. This infrastructure investment protects unit economics and reputation, making sustainable freemium models viable.
When to use
When offering generous freemium tiers, especially for tools that could be exploited (form builders, messaging, storage). Add fraud detection before abuse becomes a costly problem.
Don't do this
Launching generous free tier without abuse prevention, then either getting overwhelmed by fraud or having to restrict free tier dramatically after launch.
1 Founder Who Did This
Used OpenAI extensively for fraud detection because freemium model attracted 'lots of bad users who try to game the system.' This protected the 90%+ free feature model.