We run multi-layer audience verification: semantic content analysis, engagement patterns over the last 30 days, follower growth and recency checks, engagement scoring, and fraud filters. Results flag suspicious spikes, bot-like activity or inorganic followers so you only see creators with audited, evidence-backed audience signals.