We run a multi-step AI-driven vetting pipeline: semantic relevance filters scan titles, descriptions and hashtags; audience verification checks geo, language, gender and reachability; fraud detection and engagement scoring flag inorganic signals; performance guardrails (ER, views, growth, recency, follower tier) shortlist candidates; final Top-20 are those meeting all criteria and ready for export.