AI Visibility Metrics

Mention rate

Mention rate is the percentage of relevant AI answers that include your brand name.

What is a mention rate in AI search?

Mention rate is the percentage of AI-generated answers, across a fixed set of prompts, in which your brand, product, or website is named in the text. A link is not required. If an LLM lists you in a "best tools for…" answer but cites someone else's article as its source, that still counts as a mention.

If you remember one thing: mention rate tells you whether AI says your name. It doesn't tell you whether it says something good, or whether anyone clicked.

Formula

Mention rate = (answers that name your brand ÷ total answers collected) × 100

How does an AI mention rate work?

Mention rate works by systematically tracking every instance where AI systems decide to include your brand name in their generated answers.

Query evaluation. AI receives a user question and identifies relevant topics and entities.
Source retrieval. AI searches its internal knowledge and any retrieved external content.
Selection decision. AI decides whether your brand is relevant and trustworthy enough to mention.
Response generation. Your brand is either included or omitted in the final answer.
Frequency tracking. All mentions are counted across a large, representative set of tested prompts.

Mention rate is also known as

You'll see this metric under several names. Most of them mean the same thing.

Other names

Brand mention rate
Mention frequency
Brand mention
Recommendation frequency

Often confused with

Citation rate: how often AI links to your site as a source. A mention doesn't need a link.
Share of voice: your mentions as a share of all brand mentions, competitors included. See the calculation below.
Brand mentions in classic SEO and PR: unlinked references to your brand on web pages. Same words, different thing: that is about web pages; this is about AI answers.
AI visibility: the broader picture. Mention rate is one input to it.

What counts as an AI mention?

A mention is any time the text of an AI answer names your brand. The answer doesn't have to link to you, praise you, or put you first.

Counts

Your brand name, product name or company name.
Your domain is written out in the text.
Common variants and misspellings of your name.
Being named inside a list or comparison, even as one of ten.
A negative or lukewarm mention (mention rate checks that you appear, not what is said).

Doesn't count

A link to your website where the answer text never names you (that is a citation).
Answers to prompts that aren't relevant to your business.
Words that merely look like your brand name. If your brand is also a common word, check your results by hand, because a tracker can confuse the two.

Mention rate vs. citation rate: what's the difference?

Mention rate

Citation rate

What it counts

Answers that name your brand

Answers that use your content as a linked source

Link required?

Yes

Question it answers

Does AI bring up our name?

Does AI trust our pages enough to source them?

What shapes it

Brand recognition, plus coverage on other websites

The content and structure of your own pages

Best used for

Tracking brand presence

Tracking content performance

Blind spot

Says nothing about links, tone or traffic

Misses every time you're named without a link

What it counts

Mention rate

Answers that name your brand

Citation rate

Answers that use your content as a linked source

Link required?

Mention rate

Citation rate

Yes

Question it answers

Mention rate

Does AI bring up our name?

Citation rate

Does AI trust our pages enough to source them?

What shapes it

Mention rate

Brand recognition, plus coverage on other websites

Citation rate

The content and structure of your own pages

Best used for

Mention rate

Tracking brand presence

Citation rate

Tracking content performance

Blind spot

Mention rate

Says nothing about links, tone or traffic

Citation rate

Misses every time you're named without a link

How to improve my brand’s AI mention rate?

To increase how often AI systems mention your brand across different platforms and queries:

AI doesn't connect your brand to your category. Say plainly, on your own website, what you are and who you're for. Use the same description everywhere.
Your name appears in several forms. If you're "Brand" in one place, "Brand Inc." in another, and "brand.com" in a third, the variants can split how AI recognises you. Pick one and stick to it.
You have no content for the prompt. If buyers ask for comparisons or use cases and you have neither, there's little for AI to draw on. Publish pages that answer those questions directly.
Other websites don't mention you. Lists in AI answers are often built from third-party roundups, reviews, and directories. Getting onto the ones that matter in your category often moves the number more than on-site edits.
Your identity is ambiguous. Mark up your brand with Organization schema and sameAs links to your official profiles.
Competitors cover the topic better. Look at who gets named for your target prompts and what they've published.

FAQ

What is a good mention rate?

There's no universal number. Prompt sets, categories, and competition differ too much. Measure two or three direct competitors on the same prompts and compare yourself to them. A rate that rises steadily over a fixed prompt set tells you more than any industry average.

Does a negative AI mention count?

Under a simple "any naming" definition, yes. Mention rate checks whether your name appears, not what is said about it. That's why it should be read next to sentiment.

Why does my mention rate change every time I check?

AI answers aren't identical from one run to the next, and platforms update what they pull in. A small sample will wander on its own. Run each prompt several times, keep the prompt list fixed, and read the trend over weeks.

How many prompts do I need?

A common starting point is 20 to 30 prompts a buyer would plausibly ask, each run several times per platform. If you want to compare topics or platforms separately, you need more, because every slice has fewer answers behind it.

Can the AI mention rate be higher than the citation rate?

Yes, and it often is. A mention needs no link, so AI can name you without sourcing your pages. The reverse is possible too, when your pages are cited but your brand name rarely appears in the text.

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Related terms

AI Visibility Metrics

Citation rate

Learn how citation rate measures the frequency with which a brand or website appears as a source in AI-generated answers.

AI Visibility Metrics

Share of Voice (AI SOV)

Learn how AI Share of Voice measures a brand's share of mentions and citations compared with competitors in AI-generated answers.

AI Visibility Metrics

Query coverage

Understand how query coverage measures the range of relevant searches where a brand appears in AI-generated responses.

What is a mention rate in AI search?

If you remember one thing: mention rate tells you whether AI says your name. It doesn't tell you whether it says something good, or whether anyone clicked.

Formula

Mention rate = (answers that name your brand ÷ total answers collected) × 100

How does an AI mention rate work?

Mention rate works by systematically tracking every instance where AI systems decide to include your brand name in their generated answers.

Query evaluation. AI receives a user question and identifies relevant topics and entities.
Source retrieval. AI searches its internal knowledge and any retrieved external content.
Selection decision. AI decides whether your brand is relevant and trustworthy enough to mention.
Response generation. Your brand is either included or omitted in the final answer.
Frequency tracking. All mentions are counted across a large, representative set of tested prompts.

Mention rate is also known as

You'll see this metric under several names. Most of them mean the same thing.