Skip to content
Answer Card

How freshness and update frequency affect AI visibility

TL;DR: AI models prioritize recently updated content with visible timestamps and `dateModified` schema. Refreshing facts quarterly, updating citations, and surfacing ‘last updated’ signals improve inclusion in AI summaries and Overviews.

Key facts

Signals
Visible ‘Last updated’ + JSON-LD dateModified
Cadence
Quarterly refresh for most cards
High-change pages
Pricing, product, and security → monthly
Why
AI systems decay old answers; freshness boosts trust