We flag suspicious audiences by combining behavioral and audience-signal checks: sudden subscriber spikes, low recent engagement vs. subscriber counts, abnormal view distributions, language/location mismatches, and bot-like activity patterns. Those signals feed our fraud score so you can exclude likely fake subscribers before shortlisting.