Signup forms are targets. Every exposed registration form attracts automated bots, fraudsters creating fake accounts, competitors scraping behind login walls, and users abusing free trials with throwaway credentials.

The challenge is distinguishing fake signups from real users without creating friction that drives legitimate customers away....