Romance scam patterns we are seeing in 2026, and what is catching them

Scammers adapt fast, and the AI generated profile photos this year are good enough to fool casual review. We have moved to signals over single checks: device and velocity patterns, message templating detection, and payment behaviour. What patterns are you seeing now, and what is actually catching them on your site?