When To Refresh Content For AI Search Visibility
A practical framework for auditing stale statistics, discontinued tools, and aging case studies before they quietly hurt your content's AI citation rate.
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Content Decay Audit: Refresh, Redirect, or Retire
A practical framework for auditing declining pages and deciding whether to refresh, redirect, or retire them based on relevance, authority, and update effort.
