AI cites my website but never mentions my brand. What should I fix?

A source link is not a named recommendation. If an AI answer links to your article but describes the information without naming your company, your page was cited in that answer; your brand was not necessarily endorsed or even mentioned. Treat those as separate outcomes. You can improve the clarity of who produced an original claim, but you cannot force an assistant to name you.

A recent public discussion from a publisher describes exactly this frustration: many cited pages and very few named mentions. That is an example of the question people are asking, not proof of a universal citation-to-mention rate. RankVyze's measurement guide defines both labels for a repeatable sample.

First decide which outcome you need

If your goal is referral traffic, a clearly labeled link may already help. If your goal is the brand being remembered, you need to measure named mentions and recommendation context. A branded prompt such as ‘What does Acme do?’ should be kept separate from an unbranded buyer prompt such as ‘Which tools clean CSV files for small teams?’ The first makes naming Acme part of the question and cannot serve as evidence that buyers would discover it unaided.

Audit the cited page, not just your homepage

Open the exact URL the answer cited. Can a reader identify the publisher from the title, visible page header and article body? Is the most distinctive fact presented as an original observation with a method, date and named source? If a paragraph says only ‘many teams struggle with this’ then the answer may have little reason to name its author. If it presents a reproducible calculation or a documented case that your organization produced, attribution is meaningful to the human reader as well.

This is an editorial hypothesis to test, not a disclosed ChatGPT ranking rule. Improve the page because it becomes more useful and verifiable. Google explicitly asks whether content provides original information or analysis in its people-first content guidance. Do not invent a survey, source or credential to manufacture an attribution opportunity.

Make the entity unambiguous where the claim lives

1. 1

   Use a clear publisher name

   Put the current company name in the visible site header or article publisher area, and make sure it matches your About and contact pages.

2. 2

   Name original work once, naturally

   If your team did the research, say who did it, what was measured, when it was measured and where a reader can inspect the method. Do not prefix every heading with the brand.

3. 3

   Connect the topical page to the business

   Link from the article to a relevant product or method page and back when it helps the reader. A page about a problem should explain why your product belongs in the discussion, not just append a sales pitch.

4. 4

   Keep structured data honest

   Organization and Article markup should reflect the visible publisher and page content. Google's Organization guidance says the markup can help disambiguate an organization; it is not a command to AI engines to mention it.

Run a before-and-after test

Record a fixed set of unbranded prompts where the cited page is relevant. For each answer save the engine, date, visible settings, full answer and exact cited URL. Label site citation, name mention and recommendation separately. Publish one meaningful page improvement, then rerun the same question set on a schedule. A change in either direction is an observation; model variability, retrieval changes and competitor updates mean it is not automatically caused by your edit.

Use the free AI Visibility Calculator to keep the numerator and denominator visible. If you want a single live Claude snapshot, the AI rank checker shows the answer and sources when configured. It does not stand in for ChatGPT, Gemini or Perplexity.