Visibility measured one buyer question at a time.
How a B2B services provider built a rigorous, prompt-level read on its AI visibility across the 130 questions its buyers actually ask.
54.17% mention coverage · 36.11% citation rate across 130 buyer prompts
In short
A B2B services provider built a granular, prompt-level read on its AI visibility and moved from patchy presence to dependable coverage. Across 130 tracked buyer prompts and five AI engines, recorded over 144 responses, the provider reached 54.17% brand mention coverage, a 36.11% citation rate, an average AI ranking of 2.37 when named, and an 8.31% share of voice against its tracked set.
01The starting point
The provider wanted a rigorous, prompt-level read on its AI visibility rather than a general impression. Across the 130 questions its buyers actually ask, how often was it named, how often cited, and where did it rank against its set? The brief was as much about measurement discipline as about lift.
02What we built
Growth.pro built and ran the provider's AI Visibility Operating System through the PAVA Framework, on the AI Citation Enablement practice, making its expertise easy for AI to find, verify and attribute on the brand's own side of the equation.
Presence
A consistent, accurate entity definition across the sources AI reads, so each engine drew on one coherent account of who the provider is and the category it occupies.
Visibility
We mapped all 130 buyer prompts and structured the provider's content so its answers were clear and extractable against each one.
Authority and amplification
Citations accumulated on merit as the foundations held, tracked prompt by prompt through our proprietary measurement infrastructure across the five engines.
03The results
Across 130 tracked prompts and the five named AI engines, recorded over 144 responses, the provider reached:
- Brand Mention Coverage of 54.17%. The provider was named in 78 of the 144 responses.
- Citation Rate of 36.11%. It was cited in 52 of them.
- Average AI Ranking of 2.37 when named.
- AI Share of Voice of 8.31%, measured against the tracked set.
The value here is the granularity: visibility measured one buyer question at a time, which is what makes the gaps actionable rather than abstract.
04What it means
Named in more than half of its buyer-prompt answers and cited in over a third, the provider had moved from patchy presence to dependable visibility across the questions that matter to its pipeline. Measuring at the prompt level shows exactly where to compound next: the prompts where it is mentioned but not yet cited are the clearest path to Recommendation, earned as the citation record deepens.
Key questions
How visible can a B2B services provider become across its buyer prompts?
Across 130 tracked prompts and five engines, recorded over 144 responses, this provider reached 54.17% mention coverage, a 36.11% citation rate, a 2.37 average AI ranking when named, and an 8.31% share of voice against its set.
Which AI engines were measured?
ChatGPT, Gemini, Perplexity, Google AI Overviews and Google AI Mode, tracked prompt by prompt through proprietary measurement infrastructure.
Why measure at the prompt level?
It makes the gaps actionable rather than abstract. The prompts where the brand is mentioned but not yet cited are the clearest path to Recommendation as the citation record deepens.
Measurement: AI brand mention and citation rates across tracked category queries on ChatGPT, Gemini, Perplexity, Google AI Overviews and Google AI Mode, via Growth.pro's proprietary measurement infrastructure. Client anonymised pending naming permission.
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