What is Content Freshness (and Does AI Care)?
Content freshness is how current a page is: when it was last updated and whether its facts still hold. Retrieval-backed AI search favors recent sources for anything time-sensitive, so a maintained page with a visible update date and a changelog beats an identical page that looks abandoned.
What freshness actually signals
The date itself is not the value. It is a proxy for whether the numbers, prices, versions, and recommendations on the page can be trusted right now. AI answers are judged on being current, so retrieval layers weight recency for queries where staleness would embarrass the answer.
Practical freshness habits
- Show a real last-updated date and keep dateModified accurate in structured data
- Keep a visible changelog on pillar pages that change monthly
- Update stats pages when sources publish new numbers, not once a year
- Do not fake dates; a bumped date with unchanged content is detectable and erodes trust