§ Key takeaway
Separate a mention from a citation
A mention is a business name in generated text. A citation is a source the interface presents as supporting material, often with a link. A system may mention a business without linking to it, or cite a page without naming it.
Products use different interfaces. Describe what you saw rather than compressing every appearance into one 'AI rank.'
Build an observation log
For each check, record:
- 01Product and mode, including whether web search was enabled.
- 02Exact prompt, location context, date, and settings.
- 03Whether the business was named and which URLs were cited.
- 04Other sources shown in the answer.
- 05Whether a visitor reached the site and took a next step.
Interpret results carefully
One answer is a snapshot, not a stable position. Repeat relevant prompts and look for patterns in cited URLs. Bing's AI report distinguishes citation counts from a ranking or the page's role in one answer.
Use analytics and intake questions to see whether visits are relevant. A citation can be interesting without creating a qualified lead; report context and unknowns.