GEO clusterJul 6, 2026·3 min read
Freshness signals for generative AI
Models discount stale content. Here's how to prove your page is current.
Part of the Generative Engine Optimization cluster
New here? Start with the pillar guide: Generative Engine Optimization: the complete guide.
TL;DR
Generative models actively demote content that looks stale. Visible ‘Updated’ dates, matching schema, refreshed stats, and explicit notes on deprecated advice keep you in the citation set.
Key facts
- Content older than 18 months without an update signal is cited less.
- dateModified in Article schema is read by every major model.
- Explicitly noting deprecated advice signals editorial rigour.
The freshness signals
- Visible ‘Updated’ date on every evergreen page.
- dateModified in Article schema.
- Refresh stats and examples with the current year.
- Note deprecations of old advice explicitly.
Frequently asked questions
Do I need to rewrite everything every year?
No — a light refresh (updated date, revised stats, one new section) is enough to reset the freshness signal.
Put this into practice
Run a RocketRank™ audit and see exactly where you're invisible — and the one-click fix for each finding.
