Define the observation
An AI citation measurement starts with one exact question, one product surface, one locale and one fresh conversation. Store the answer and the time before interpreting the source.
Keep citation types separate
A visible link is a citation. A brand name without a link is a mention. No appearance in one answer is not evidence that the source is generally absent.
- Question text and intent
- Product, model or visible mode
- Locale and market
- Observation date and time
- Every visible citation URL and position
- Repeat number, method version and limitations
Review source quality
Open every citation and compare it with the claim it supports. A citation can be irrelevant, stale or insufficient even when the link exists. Measure citation presence and citation accuracy as separate outcomes.
Report the sample
Publish the number of questions, products and repeats. Report variation rather than presenting one answer as a stable ranking. This is how to measure AI citations without turning an observation into a guarantee.
Inspect the supporting evidence
Read the observation method before combining examples into a broader conclusion.
Read the method