Mention rate
How often your brand appears across the completed answer samples.
AI visibility monitoring software
See whether AI recommends your business—or somebody else.
AnswerStanding monitors buyer questions across leading AI answer platforms, shows the competitors and citations in each response, and keeps the underlying answers available for verification.
One buyer question
“Who are the best analytics consultants for a growing business?”
ChatGPTMentioned#2
PerplexityNot mentioned—
ClaudeMentioned#4
GeminiMentioned#3
Google AI OverviewsNo overview—
Illustrative layout. Your workspace links each result to the sampled answer, model, timestamp, and citations.
What it measures
A brand can rank in Google and still disappear from the answer.
Traditional rank tracking watches links. AI search monitoring watches the generated recommendation itself: the brands named, their order and framing, and the evidence the system cites.
Recommendation position
Where your business is listed when an answer presents an ordered set of options.
Share of voice
Your observed mentions compared with the other tracked and discovered brands in the answers.
Sentiment and framing
How an AI answer describes your business, including positive, neutral, negative, or mixed treatment.
Citation presence
Whether your website is used as a source and which third-party domains influence the category.
Change over time
Whether visibility, competitors, positions, sentiment, and sources improve or decline across runs.
How it works
From a customer question to a measurable pattern
Choose real buyer questions
Track recommendation, comparison, problem, and trust questions connected to a purchasing decision.
Check multiple AI platforms
Ask the same wording across your plan's platforms and collect repeat samples where answers vary.
Inspect brands and sources
Review mentions, competitors, positions, sentiment, citations, and the full answer behind the result.
Act, monitor, and recheck
Prioritize grounded work, schedule another run, and measure whether the observed pattern changes.
AEO, GEO, and AI SEO
Different names, closely related work.
Marketers use answer engine optimization, generative engine optimization, LLM optimization, and AI search optimization with overlapping meanings. Measurement comes first under any label: you need a repeatable baseline before deciding what to change.
Read the AEO vs GEO vs SEO guide →What AnswerStanding does not claim
- • It does not claim one sampled answer is a permanent “rank.”
- • It does not promise that a content change will force an AI recommendation.
- • It does not hide the sample count or underlying responses behind a score.
- • It does not treat a missing Google AI Overview as a negative brand mention.
Frequently asked questions
AI visibility monitoring, plainly answered
What is AI visibility monitoring?+
AI visibility monitoring repeatedly checks relevant buyer questions in AI answer platforms and records whether your brand appears, which competitors appear, where brands are positioned, and which sources are cited.
Is AI visibility the same as a Google ranking?+
No. A webpage rank describes a position in search results. AI visibility describes whether and how a brand appears inside a generated answer. The two can influence each other, but they are different measurements.
Which AI platforms can AnswerStanding monitor?+
Depending on the plan, AnswerStanding checks ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews. Every result identifies the platform, model, sample, and collection time.
Why does AnswerStanding run the same question more than once?+
Generated answers vary. Repeat sampling shows whether a mention is consistent or appeared in one fortunate response, making the result more useful than a single screenshot.
Can an AI visibility tool guarantee recommendations?+
No. AnswerStanding measures results, identifies patterns, and suggests evidence-backed work. Independent AI platforms decide what they return, so placement cannot be guaranteed.
Find out where your business stands.
Start with up to three exact buyer questions and see what live AI answers return.
Run the free check