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Best metrics to track content freshness for AI visibility

TL;DR: Monitor ‘last updated’ signals, citation frequency trends, and search appearance impressions. In AI assistants, drops in citation rate per 100 queries are the clearest freshness KPI. Pair with GSC’s coverage of AI features to see when stale pages lose traction.

Key facts

On-page
Visible date + dateModified schema
AI metric
Citation frequency over time
Search Console
Impressions under AI/Overview appearance
Benchmark
Track decay vs updated peers