Case Study / B2B The name the AI assistants mention most.

When a buyer asks an AI assistant who solves their problem, one thing matters: whether the answer says your name. This client showed up in about one answer in five. Now it's 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

Share of AI answers naming the client

We scored against a fixed panel of 15 buyer questions across four major AI assistants, re-run on dated cycles, and the latest read is 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 start with an assistant instead of a search box. The client got named in about one answer in five. Four out of five buyers never heard of them at the moment they were deciding.

What we did

First 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. We made the company's own pages consistent with it.

Where it landed

20% to 42% in a month. It's now the most-mentioned name in its category across all four assistants, and six tracked terms also hold number one on Google, since the same work moves both.

What does your situation need?

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We can score how often the assistants name you, then go move that number.

How we measured it. We scored visibility against a fixed panel of 15 buyer questions across four major AI assistants, re-run on dated cycles. Latest read 2026-07-23. The client reviewed the figures 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 We do not publish a number we cannot show you the source of.

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