Mentions
Is your brand in the answer?
Aive GEOGEO Measurement
Your visibility in AI answers, measured.
GEO Measurement shows where your brand appears in AI answers, who gets cited instead of you, and what to fix first.
AI visibility preview
Where does your AI visibility stand?
One domain is enough: the free check estimates how readable your site is for answer engines, with no account.
No credit card · exploratory preview, not a substitute for a real engine measurement.
What we measure
What we measure, and how.
Citations
Which of your pages does the AI rely on?
Share of voice
How often you appear, against your competitors.
Perception
How the answer talks about you.
How
- 01We ask the engines the questions your buyers ask, again and again (repeated sampling).
- 02We archive every raw answer, dated.
- 03We score, compare and recommend, with the evidence attached.
AI share of voice
You against your competitors, over time.
Share of voice reads by engine, market and period, always relative to the competitive set defined with you. Every data point keeps its raw answer.
GEO Measurement · your-brand.com 8 weeks · 120-question panel · demo data
AI share of voice
- You
- Competitor A
- Competitor B
- Competitor C
Mention rate per engine
- ChatGPT Measured 41 %
- Gemini Measured 33 %
- Claude Measured 29 %
- Perplexity Measured 38 %
- AI Overviews Monitored 22 %
Question asked“Which vacuum for pet hair?”
Answer excerpt · Perplexity… a cordless model with a motorised anti-tangle brush remains the most effective [1]
Cited sourcevotre-marque.com/demo-aspirateur · 00:42
Date28 Sept 2026
Cited sources
The pages LLMs rely on.
Knowing who is cited, and from which page, matters as much as knowing whether the brand appears. Demo data: the brand, engines and values are fictitious.
Sample report · anonymised brandGEO baseline · home appliances · UK
Demo data Period2 windows of 14 days
Panel40 questions · 3 engines
Repeated sampling5 samples per question
DateExample, undated
| Engine and method | Observed answers | Mentions | Citations | Variance |
|---|---|---|---|---|
| Engine A · provider API | 40 | 18 | 11 | ± 6 pts |
| Engine B · provider API | 40 | 15 | 7 | ± 8 pts |
| Engine C · observation | 40 | 12 | 9 | ± 9 pts |
Archived raw answer
Which quiet washing machine should I pick for a flat?
“… models tested under 48 dB, such as the X range, are often recommended [2] …”
[2]example-brand.co.uk/quiet-guide · video moment 01:12
Reading and limits
Citation rate = answers citing a brand URL ÷ observed answers, per engine and period. An API answer does not represent every user’s experience. Citation ≠ click; no causality is established without a dedicated protocol.
From video to answer
We don’t just read answers. We trace them back to your videos.
A timestamped video moment, the approved article it produced, the source the engine cited, then the recommendation: measurement opens and closes the loop. It observes before, then after; every step in between stays under human approval.
Illustration · demo data 
Source video
Source video- Moment00:42 · statement “12-hour battery”
- VersionArticle v3 · EN · approved
- Cited sourceyour-brand.com/guide
- SentimentNeutral to positive framing, 40-question panel
- RecommendationAdd the primary source to the moment
- ApprovalPending · brand editor
Observed AI answerEN panel · 26/09
What is the real battery life of this model?
[1]votre-marque.com/guide · moment 00:42
Scoring
A score is only worth something if it explains itself.
Each score shows its method, date, inputs and coverage; no universal success score is published.
Demo data
Method
The method name, its version and its formula, open to review.
Demo data
Inputs and coverage
The pages, videos and observations taken into account, and those that are missing.
Demo data
Recommendation
The proposed action, its evidence, the estimated effort and the person who approves.
After you publish
After you publish: three signals, kept honest.
Dashboards tied to the source and version of each piece of content, where every metric keeps its nature: a citation is not a click.
Crawl
A bot fetched the page. That does not mean it will be used, or cited.
Referral
A session arrives from an identifiable AI referrer. That does not prove what caused it.
Conversion
An action measured on your site, tied to a journey under a declared model.
GEO Audit
Request your GEO Audit.
Domain, brands, competitors, markets and priority questions: the Aive team scopes the panel and period, then delivers a dated report.
- Questions, engines and markets agreed with you
- Dated report, raw answers archived
- Share of voice, cited sources and brand perception
- Action plan tied to every piece of evidence
Thank you, we have received your GEO Audit request.
The Aive team will get back to you to scope the question panel, engines and period. Meanwhile, the free check gives a first estimate.
Engines, panel, repeated sampling, rules of evidence and reading limits: Methodology
Frequently asked questions
Is the check free?
Yes. One domain is enough, with no account. The result is an instant estimate, labelled as such; it does not replace the GEO Audit.
What is the difference between a mention and a citation?
A mention means the brand appears in the answer. A citation means the engine ties a brand URL or source to its answer. Both are measured separately, on the same observed answers.
What is the difference between a citation and a click?
An engine can cite a page without any user clicking. Citations and sessions are shown side by side, never added up.
Which engines are measured?
ChatGPT, Gemini, Claude, Perplexity and Google AI Overviews, with a per-engine status kept current on the Aive GEO hub and detailed in the methodology. The scope of each audit is agreed with you.
How often is visibility measured?
The cadence is agreed in the GEO Audit: questions, engines, markets and sampling frequency. Every report shows its period and actual coverage.
Can we track competitors?
Yes, within the agreed sample. The competitive set is defined with you, and share of voice is computed only against that set.
What happens after the GEO Audit?
Priorities are tied to evidence, effort and an owner. They steer Video GEO, Media Factory or EDGE, then a new measurement compares the end state to the baseline.