
Software Companies' SEO Listicles Earn Citations But Lose 69% of AI Search Recommendations to Competitors
Self-promotional comparison pages that rank software tools earn citations in Google AI Overviews but lose the recommendation to competitors listed within those same pages 69% of the time, according to research published by Lily Ray in June 2026 that analyzed 100 B2B software queries across three mon








