We cross-check follower growth patterns, audience geography, language and engagement consistency over the rolling last-30-days, flag abnormal spikes with fraud detection, inspect semantic match of video transcripts/tags, and present ER%, view bands and reachability so you can vet top minecraft youtubers quickly.