YouTube’s Heuristic View Validation (HVV) system flags spikes from a single Windows machine. The result? View freeze – the video counter locks, and past views are purged.

A: Unlikely for personal use, but if you defraud advertisers at scale, legal action is possible.

Mimics human behavior by clicking "like," scrolling, or pausing at random intervals to bypass detection.