What Is Content Decay and How Do You Fix It?
Content decay is the gradual loss of organic traffic, rankings, and relevance for a published page. It operates through two distinct mechanisms: relevance erosion, where competitors and intent shifts make your content the weaker answer, and freshness displacement, where ranking systems prefer newer content for time-sensitive queries. AI Overviews now appear on roughly 48% of […]
Google Freshness Systems: What They Are and Why They Matter
Google freshness systems are ranking mechanisms that prioritize newer content for queries where users expect recent information. They operate through a signal class called Query Deserves Freshness (QDF) that evaluates recency at the query level, not the page level. AI search platforms now cite content that is 25.7% fresher than organic Google results, which means […]
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 […]