Topic Clusters in 2026: What Needs to Change for AI Search

Topic clusters in 2026 require passage-level structure and cross-linking between cluster pages to earn citations from AI search systems, not just consolidate ranking signals for a single pillar page. Ahrefs data shows only 38% of AI Overview citations now come from pages ranking in the top 10 organic results, down from 76%, which means clusters […]