Evaluation & Observability
How often should we run our LLM citation audit?
Monthly is a reasonable cadence — often enough to catch drift, infrequent enough to be worth the human review. Track citation-rate per query category so you can see which topical clusters gain and lose visibility. See /reports/llm-citation-baseline for the reference structure.
More on Evaluation & Observability
Related on this site
Framework dimensions
Free tools
Whitepapers
Browse the full FAQ for 164 answers, or start a free GenAI maturity assessment to see where your organisation stands.