AI visibility
See where AI
shows your brand.
We measure visibility against a documented set of queries. We distinguish mentions, recommendations and citations, comparing findings by engine, market, language and intent.
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What does
the work include?
For B2B brands that want to understand whether, and in what context, they appear in AI answers to customer questions.
AI recommendations vary. We report observed results and measurement limitations without guaranteeing recommendations.
- A documented set of questions and intentions
- Separate mentions, recommendations and citations
- Findings by market, language and engine
- A baseline for future measurement
How do we work?
- 01
Understand the context.
Choose questions that reflect the buyer's journey.
- 02
Do the work.
Record answers and classify brand presence.
- 03
Discuss findings.
Compare results under documented measurement conditions.
Good to know.
Is one answer enough to assess visibility?
No. A single answer is one observation. Use a question set and repeat the measurement.
How is a mention different from a citation?
A mention contains the brand name. A citation points to a source, while a recommendation suggests a choice or evaluates the company.
Can you guarantee an AI recommendation?
No. Results vary, so we show observations, measurement conditions and limitations.
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