Most SaaS teams remember the day their user traffic started growing fast. Few notice the day bots started targeting them. On paper, everything looks great: more sign-ups, more sessions, more API calls. But in reality, something feels off: Sign-ups increase, but users aren’t activating. Server costs rise faster than revenue. Logs are filled with repeated requests from strange user agents. If