What are brand mentions in AI search?

Brand mentions in AI search refer to when an AI model like ChatGPT, Gemini, Claude, Perplexity, and others references your brand name in a response to a user query. Unlike web search where you see links, AI mentions are embedded directly in conversational answers, making them more influential on buying decisions.

How do I track brand mentions across AI models?

You need a dedicated AI search visibility tool. Honeyb tracks your brand mentions daily across eight engines and answer surfaces: ChatGPT, Gemini, Claude, Perplexity, Grok, DeepSeek, Google AI Mode, and Google AI Overviews. It tracks not just whether you're mentioned, but where in the response (first, second, last), the sentiment around the mention, and which competitors are named alongside you. Then the agent acts on what the tracking finds.

Why do different AI models mention different brands?

Each AI model is trained on different data, updated at different times, and uses different algorithms for generating responses. ChatGPT might recommend your brand while Gemini doesn't, and vice versa. That's why monitoring across all major models is essential. A single-model check gives you a misleading picture.

How do I increase my brand mentions in AI?

Build a strong, consistent web presence with authoritative content. Earn citations from trusted third-party sources. Ensure your brand information is accurate across directories, review sites, and industry publications. Monitor daily so you can spot and respond to changes quickly. And talk to an expert. Honeyb's Enterprise plan includes a monthly 30-minute strategy call with the team.

What's the difference between a brand mention and a brand recommendation?

A mention means the AI references your brand. A recommendation means the AI actively suggests your brand as a good choice. Monitoring sentiment is crucial: being mentioned as 'one option to consider' is very different from being described as 'the recommended choice.' Honeyb's sentiment analysis captures this nuance with 4 categories: positive, neutral, cautious, and warning.

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Brand Mentions in AI Search

When someone asks ChatGPT for a recommendation in your category, does it mention your brand? How often? With what sentiment? Brand mentions in AI are the new currency of digital visibility.

Matiss Katanenko

Co-founder, Honeyb

Last updated June 4, 2026

Latest research update

What the June 2026 Ahrefs data adds to brand mention tracking

Ahrefs analysed 1 billion data points on AI search. Three findings change how brand mentions across AI engines should be tracked and prioritised.

YouTube brand mentions correlate 0.737 with AI brand visibility, the strongest single signal Ahrefs measured. YouTube is the most under-tracked mention surface in most brand monitoring stacks.
ChatGPT cites only about 50% of the URLs it retrieves. Visible mention tracking understates actual influence. The half not cited still shapes how the model describes your brand at the category level.
'Best X' listicles drive 43.8% of ChatGPT's citations. Inclusion in category-defining roundups produces the highest mention frequency per outreach hour.

Full breakdown in the Ahrefs 10 findings post.

Why AI brand mentions matter more than you think

In traditional search, a brand mention is nice. A blog post lists you, a review site includes you, a comparison article features you. But the user still clicks through to your website. The mention is a stepping stone.

In AI search, the mention IS the destination. When ChatGPT tells someone "for project management, consider tools like Asana, Monday.com, and ClickUp," that response is often where the user's decision begins and ends. 93% of Google AI Mode queries end without a click.

This changes the economics entirely. It's no longer about traffic. It's about being named. Being recommended. Being the brand that AI puts first in its answer.

Not all brand mentions are equal

First-position mention

Your brand is the first recommendation. This is the strongest signal. AI models that list you first are effectively endorsing you as the top choice.

Positive recommendation

AI mentions your brand with enthusiasm: 'highly recommended,' 'leading option,' 'excellent choice.' This builds trust even without a click.

Neutral mention

You're included in a list without strong endorsement: 'options include...' Better than nothing, but you're not standing out from competitors.

Cautious or negative mention

AI mentions you but with reservations: 'some users report issues,' 'consider alternatives.' This can actively harm your brand perception.

How Honeyb tracks brand mentions

Honeyb monitors your brand mentions across all major AI models, including ChatGPT, Gemini, Claude, Perplexity, and more, every day, automatically. We don't just count mentions. We track:

Mention frequency: how often AI mentions your brand vs competitors
Position: whether you're mentioned first, second, or last in the response
Sentiment: whether the mention is positive, neutral, cautious, or negative
Context: what question triggered the mention and what competitors appeared alongside
Sources: which websites AI cited as evidence for mentioning (or not mentioning) you

Frequently asked questions

About the author

Matiss Katanenko

Co-founder, Honeyb

My name is Matiss Katanenko and I co-founded Honeyb, the AI visibility platform that tracks how ChatGPT, Gemini, Claude, Perplexity and the other major AI engines talk about brands. Before Honeyb I ran SEO for fast-growing companies across the US and Europe, including one of America's 500 fastest-growing companies. The numbers I am proudest of: taking a site from zero to 200,000 monthly visitors in five months, and over $10M in client revenue attributed to organic search. I still run experiments across ten-plus of my own domains to test what actually works in SEO, programmatic SEO and AI search, and those experiments are what this blog reports on. My focus today is AI search visibility: how brands get retrieved, ranked and referenced by LLMs. I'm based in Riga, Latvia. In my free time I'm in the sauna, on a padel court, or behind a drum kit.

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