Case Study / B2B The name the AI assistants mention most.
When a buyer asks an AI assistant who solves their problem, only one thing matters: whether the answer says your name. This client showed up in about one answer in five. Now it is the name that comes up most in its category.
20% to 42%
AI-answer visibility, June to July
Most mentioned
Brand in its category, across four assistants
6
Tracked terms at #1 on Google
Scored against a fixed panel of 15 buyer questions across four major AI assistants, re-run on dated cycles. Latest read 2026-07-23, reviewed with the client 2026-07-27.
How to read this
Out of every ten buyers asking an assistant who solves this problem, two used to hear this client's name. Now four do. Same fifteen questions, same four assistants, one month apart.
The problem
Buyers in this category increasingly open with an assistant rather than a search box. The client was named in about one answer in five, which meant four out of five buyers never heard of them at the moment they were deciding.
What we did
We fixed a panel of fifteen real buyer questions and scored the answers across four assistants, so there was something to measure. Then we built the accurate, well-sourced material these models actually draw on, and made the company's own pages consistent with it.
Where it landed
20% to 42% in a month, and the most-mentioned name in its category across all four assistants. Six tracked terms also hold number one on Google, because the same work moves both.
We can score how often the assistants name you, then go move that number.
How we measured it. Visibility scored against a fixed panel of 15 buyer questions across four major AI assistants, re-run on dated cycles; latest read 2026-07-23. Figures reviewed with the client 2026-07-27. Client specifics under NDA.
Every case study we publish is anonymized, and every figure on this page came out of the client's own account or a dated live check. We do not publish a number we cannot show you the source of.
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