Fragment Selection: Why AI Ignores Your Persuasive Content (And What Actually Gets Cited)
AI engines don’t read your content the way humans do—they break it into fragments and evaluate each piece independently for authority and relevance. This fundamental shift in how content gets discovered means your persuasive headlines and authoritative tone might actually be hurting your AI visibility. The Fragment Selection Revolution Microsoft’s Krishna Madhavan revealed a game-changing insight: AI assistants “break content down into smaller, structured pieces that are evaluated for authority and relevance, then assembled into solutions from multiple sources.” This isn’t traditional page ranking—it’s fragment harvesting. ...