Distinguish Bot Traffic vs. Real User Sessions
Submitted
December 05, 2025
Implement reliable bot detection using a combination of:
IP reputation databases
Browser fingerprinting
Interaction-based heuristics (mouse movement, scroll, click behavior)
Server-side validation and header inspection
Clearly label sessions as:
Verified Human
Likely Human
Likely Bot
Verified Bot