How Often Should You Refresh Content for AI Indexing

Cadence by content type

Tools and core answers: update immediately when conclusions or functionality changes.
Category pages: update monthly to maintain entry points and paths.
Method articles: review quarterly and add examples and checklists.

Keep canonical/hreflang/JSON-LD aligned with the visible page and use sitemaps and internal links to make changes discoverable.