When an AI engine answers a question, it can do 3 different things with your brand. It can mention you by name in the text. It can cite one of your pages as a source. It can give the reader a link to click. These overlap but they are not the same, they have different causes, and a report that blends them will mislead you.
Mention: your name appears in the answer
A mention is your brand or product named in the body of the answer: “Several local plumbers handle this, including Smith & Sons.” There may be no link and no source credited. The reader gets your name and has to act on it by searching for you.
Mentions come from what the engine has learned and retrieved about you across the web, not only from your own pages. Google’s guide to generative AI features says its AI features can show what is being said about products and services across blogs, videos, and forum discussions. The same guide warns that chasing inauthentic mentions across the web is not as helpful as it might seem, because Google’s ranking systems focus on quality and other systems block spam.
A mention is worth something real. It puts you in the reader’s consideration set. It is also the hardest of the 3 to attribute, because no click comes with it. You see it only if you check the answers.
Citation: a page is credited as a source
A citation attaches a specific page of yours to a claim. In OpenAI’s developer documentation for web search, responses include inline citations by default for the URLs found in search results, and each citation object carries the URL, the title, and where in the text it applies. Google describes its AI features as surfacing relevant links that support the response. Microsoft’s new AI Performance report counts citations that are displayed as sources in AI-generated answers across Copilot, AI summaries in Bing, and some partner integrations.
Two cautions come out of those same documents.
First, a citation is not a measure of importance. Microsoft says its citation counts do not indicate ranking, authority, or the role a page played in an individual answer. The count does not separate a page tucked into a source list from a page that supplied most of the answer.
Second, you only see part of the influence. OpenAI’s documentation separates inline citations from a sources list of every URL the model consulted, and says the number of sources is often greater than the number of citations. A page can shape an answer and never be credited. Nothing outside the vendor can measure that gap.
Link: a path to your site
A link is a clickable URL that can send a visitor to you. In practice, a citation is usually displayed as a link, but not always one people click. Google says its AI features show prominent, clickable links to pages that support the response. Whether anyone uses them is a separate question.
Pew Research Center’s browsing study found that people who saw a Google AI summary clicked a link inside the summary in 1% of visits. Clicks on traditional results in those visits were 8%, against 15% for visits with no summary. The study covers March 2025 searches on Google, so use it as a reference point, not a forecast. It still makes the main point: being cited is a long way from being visited.
Links also come from outside the engine. A third-party page that links to you and is itself cited gives you a path in without your own page being cited. Reviews, directories, and local news can do this.
One answer, several outcomes
| What the answer does | Reader sees | You can measure it with |
|---|---|---|
| Names you, no source | Your brand in the text | Checking answers for your name |
| Credits your page | Your page in the source list | Cited-source tracking, Bing’s AI Performance report, Google’s reports |
| Gives a clickable link | A path to your site | Referral traffic and Search Console clicks |
| Credits someone else’s page about you | A third party’s link | Cited-source tracking, brand monitoring |
An answer can sit in any row. The expensive mistake is reporting row 1 as if it were row 3. A client who hears “we showed up in AI answers 40% of the time” will assume traffic. If those were mentions without links, the traffic is not coming.
What each outcome depends on
For a citation, the first gate is access. Google says a page needs to be indexed and eligible to appear with a snippet to be a supporting link, and OpenAI recommends allowing OAI-SearchBot so its search can surface your pages. After access, the page needs to answer the question well, and the evidence on how engines choose is thin. Be skeptical of anyone claiming a formula.
For a mention without a citation, the work is broader: being described accurately in the places engines read, which includes your own site, your profiles, and what others write about you.
For a link that gets clicked, the page that is cited has to give the reader a reason to leave the answer, usually something the summary could not give them: a tool, a price, a first-hand account, a booking form.
How to classify a single answer by hand
You can try this today with one prompt that a customer might type. Read the answer and ask 4 questions in order.
- Is my brand named in the text? If yes, that is a mention. Note the sentence it appears in and whether it is positive, neutral, or negative.
- Is any page from my domain listed as a source? If yes, that is a citation. Copy the URL.
- Does clicking that source take me to a page that answers the question? If it lands on a page you did not expect, such as your home page for a specific question, the citation is weaker than it looks.
- Are competitors mentioned or cited where I am not? Write down which.
Do that for 10 prompts and you have a rough map of where you stand, before any tool is involved.
How to track all three
Track them as 3 separate numbers per engine and per prompt, with the cited URLs listed. Doily records mentions, citations, share of voice versus competitors, sentiment, and the cited sources and brands in each answer, for each engine and prompt. Keeping them apart is what exposes the situation described in mentioned but never linked, where an engine names you and sends the reader somewhere else.
If you are starting from nothing, our guide to AI visibility covers the full set of measures, and reading share of voice shows how mentions turn into a share against competitors.
The most useful question to ask of any AI visibility report is which of the 3 it is counting. If the answer is a blend, ask for the split.
