What Source freshness means in GEO
A brand mention and a URL citation are different signals. This category separates presence, evidence and attribution quality.
Why it matters
Update when information changes, show honest dates and preserve historical context when it remains useful.
What to check in practice
Save the claim, cited URL and source passage. This makes it possible to verify whether attribution is correct and sufficient.
How it connects to other concepts
Source freshness belongs to citations and sources. It is best analyzed alongside related terms because AI visibility depends on several stages and signals rather than one isolated optimization.
Common mistake
Counting every link as a valid citation without checking which claim it supports.
Turn these concepts into metrics
Bee LLM tracks mentions, citations, position, sentiment and competitors across major AI engines.
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