We cross-check video titles, descriptions and transcripts with Semantic AI, audit recent engagement patterns (L30D ER%, min/avg/max views, posting cadence), flag fraud signals, and map audience demographics - gender, countries, languages - to ensure the creator’s viewers match your campaign targets before approving a fit.