No baseline
You hear about AI search but do not know whether your offer appears for relevant questions. We define a small set of questions that can be tested again later.
AI Visibility
AI visibility monitoring: how does your brand appear in AI answers?
We test selected questions across AI search experiences and record whether your brand is mentioned, described accurately or linked as a source. This is a documented sample, not a stable ranking or a promise about future answers.
Discuss your project ↗︎HOW WE REVIEW
From the review log: mentioned, linked or out of date?
For each defined query, we record whether your brand is mentioned, which URLs are cited as sources and where outdated information needs correcting.
When is AI Visibility useful?
AI visibility monitoring helps you understand whether and how AI answers present your business, services and competitors.
Incorrect brand details
An AI system shows outdated services, prices or locations. We document the answer and visible sources, then examine where the discrepancy may come from.
Unclear competitor presence
Other providers appear while your business does not. We compare selected questions and answers without treating the sample as a universal market ranking.
What will your AI visibility report show?
We document observations so you can repeat the checks with comparable questions later.
| Deliverable | What you receive |
|---|---|
| Defined question set | Relevant questions, variations, language and test conditions for the agreed AI systems. |
| Answer and source log | Dated answers recording the system, brand mentions, descriptions and visible source links. |
| Interpretation and next checks | Patterns, uncertainties and notable gaps, plus concrete questions for content, technical work or further measurement. |
How do we measure your visibility in AI answers?
We assess brand presence, source links, competitors and answer quality using a defined set of questions.
Question set
We examine Question set in relation to your goals and derive practical checks and recommendations.
Systems and test conditions
We examine Systems and test conditions in relation to your goals and derive practical checks and recommendations.
Mentions and sources
We examine Mentions and sources in relation to your goals and derive practical checks and recommendations.
Trends and interpretation
We examine Trends and interpretation in relation to your goals and derive practical checks and recommendations.
Mentions and answers vary by system, question and time. We document observations; inclusion or citation cannot be guaranteed.
Common questions about AI visibility
Is AI visibility a ranking like Google search?
No. AI answers can vary by question, system and time. We observe a defined sample and explain its limits.
What matters more: a mention or a source link?
They answer different questions. A mention shows presence in the answer; a source link shows which page was visibly cited. We record them separately.
How often should we repeat the checks?
That depends on the topic and pace of change. The important thing is to keep questions and test conditions comparable and not overinterpret outliers.
What does an AI visibility analysis cost?
The scope depends on questions, markets, languages and systems. Once defined, you receive a proposal covering the test set, documentation and analysis.
What would you like to change?
Briefly describe your starting point. Together we identify a useful next step.