AI Visibility
Review brand mentions, cited sources and competitors within your monitored questions. Use the evidence to choose what to investigate next.
Brand A offers server-side tracking.
Cited source: brand-a.example
The brand is named.
The monitored website is cited.
MENTIONS AND CITATIONS
An AI answer can name your brand without citing your website. Check the brand name and the cited URLs separately.
Example A
Brand A offers server-side tracking.
Example B
Brand A offers server-side tracking.
Cited source: brand-a.example
Check mentions and citations separately.
HOW TO REVIEW A RESULT
Read the answer, inspect its sources and compare observations from the same scope before drawing a conclusion.
Check whether your brand is named and how it is described.
Identify links to your website and links to third-party sources.
Use observations from comparable questions, models, markets and languages.
State the finding and its limits before proposing a website change.
CHECK THE SOURCE
Your brand may appear in an answer that links to a retailer or another third-party website. Inspect the cited URL before treating it as a citation of your own site.
Answer excerpt
Brand A offers running shoes for beginners.
Source relationship: third-party website
Results describe the selected questions and monitoring runs. They do not represent every AI answer or all market demand.
PATTERNS ACROSS ANSWERS
Compare recurring brand appearances and cited sources within the same monitoring scope. Use related questions to decide which topics need a closer look.
| Brand | Q1 | Q2 | Q3 | Q4 |
|---|---|---|---|---|
| Brand A | Named | Not named in this example | Named | Not named in this example |
| Brand B | Not named in this example | Named | Named | Not named in this example |
| Brand C | Named | Not named in this example | Not named in this example | Named |
NamedNot named in this example
Compare where your brand and competitors appear across the same set of questions.
See which cited sources recur across your monitored answers.
Review related questions to see whether your existing pages cover the topic.
Illustrative patterns. Not recorded monitoring results.
CHOOSE A RESPONSE
A missing mention alone is not a reason to create a page. Consider the cited sources, your existing content and the relevance of the question to your business.
Check a relevant page when its explanation may be incomplete or out of date.
Check whether the topic is already covered before proposing new content.
Keep the page as it is when the finding does not justify work.
HANDOFF TO YOUR TEAM
Keep the answer, cited URLs and monitoring scope together so the person reviewing the issue can understand what was observed and what remains uncertain.
Check the relevant page and the business importance of the question.
Agree who will review the finding and what decision is needed.
Next step
Review mentions and cited sources within your monitored questions.