How AI Decides Who to Recommend

By Melinda Starbird — January 27, 2026

AI assistants prioritize: 1) Verified, structured data 2) Consistency across sources 3) Relevance to the query 4) Recency of information 5) Specificity of offerings. Notice what's NOT on this list? Ad spend. Brand size. Years in business. Small businesses can win on these criteria.