Introduction
A few months ago, while we were building the first version of Visbee, we ran a simple experiment. We asked ChatGPT, Perplexity, and Claude the same question: “What are the best tools for monitoring brand mentions online?”
We got back a list of recommendations. Some names we expected. Some we didn’t. And a lot of solid products we knew about were completely missing from every response.
That was the moment it clicked for us. If you’re not showing up in these AI-generated answers, a growing number of potential customers will never find you. Not because your product is bad, but because the AI simply doesn’t know about you. Or worse, it knows about your competitor and not you.
We started calling this “AI visibility.” And we quickly realised it’s a blind spot for most companies.
Over the past twenty years, brands invested heavily in Google SEO, paid ads, and social media. That playbook still works. But the way people search is shifting. AI assistants like ChatGPT, Perplexity, Claude, Grok, and DeepSeek are becoming the first stop when someone needs a recommendation, a comparison, or a quick answer. Unlike Google, they don’t show a list of links. They just give you the answer, often naming specific brands.
In this article, we’ll explain what AI visibility means, how it works under the hood, why it should be on your radar, and what you can do about it.
What is AI visibility?
Put simply: AI visibility measures how often and how prominently your brand appears in responses generated by AI platforms.
Traditional SEO is about ranking on Google’s results page. AI visibility is about being mentioned in AI-generated answers. Different game, different rules.
When someone asks an AI assistant a question related to your industry, the AI generates a response that might include brand names, product recommendations, or comparisons. How often your brand appears in those responses, and whether the context is positive or negative, is your AI visibility.
A quick example:
Query: “What are the best project management tools for remote teams?”
AI response: “Some popular options include Asana, Monday.com, Jira, and ClickUp. Asana is known for its intuitive interface, while Jira is preferred by engineering teams…”
Asana, Monday.com, Jira, and ClickUp all have AI visibility for this query. Trello, Basecamp, and dozens of other tools don’t. Even though they’re perfectly good products.
Being a good product is no longer enough. Your brand needs to show up where people are actually looking. And more and more, that’s inside AI conversations.
How AI search works under the hood
To understand AI visibility, it helps to know how AI platforms decide what to say. It’s very different from Google.
Training data
Large language models (the technology behind ChatGPT, Claude, and others) are trained on massive amounts of text from the internet. This includes blog posts, product documentation, news coverage, Reddit threads, forum posts, reviews, academic papers, social media content, and more.
If your brand appears frequently and positively across these sources, the AI “knows” about you. It’s more likely to mention you when a relevant question comes up.
The catch is that training data has a cutoff date. The AI’s knowledge is frozen at whatever point its training ends. If your brand launched after that cutoff, or if your most recent content wasn’t included, the AI might not know about you at all. We’ve seen this happen with well-funded startups that have great products but zero AI visibility simply because they launched too recently.
Real-time search (RAG)
Modern AI platforms don’t rely solely on training data. They also search the web in real time to fill in the gaps. This is called Retrieval-Augmented Generation, or RAG.
The process:
- A user asks a question.
- The AI searches the web in the background.
- It reads and processes the top results.
- It combines its existing knowledge with the fresh search results.
- It generates a response that blends both sources.
This is where it gets practical. Your SEO efforts and content marketing directly influence your AI visibility. If your content ranks well in web search, it’s more likely to be retrieved and cited by AI platforms. So the two worlds are more connected than you might think.
The “black box” problem
With Google, you can check your rankings, see click-through rates, and monitor your search console data. With AI, there’s no built-in equivalent. When ChatGPT recommends your competitor instead of you, you don’t get a notification. No email. No dashboard alert. Nothing.
This was honestly the most frustrating part for us when we started exploring this space. You’re losing potential customers to AI recommendations you can’t even see. That frustration is a big part of why we built Visbee.
Why AI visibility matters
The shift is already here
AI-powered search isn’t a future trend:
- ChatGPT has over 200 million weekly active users, with a growing share using it for product research and recommendations.
- Perplexity processes millions of queries daily and is positioning itself as a direct alternative to Google for research-heavy searches.
- Google itself is rolling out AI Overviews that summarise answers at the top of search results, reducing the need to click through to websites.
Fewer people are clicking on traditional search results. They’re getting answers directly from AI, and those answers include brand recommendations.
There is no page two
This is the part that really matters.
When you search on Google, you see a page full of results. Even if you’re not in the top 3, you can still get noticed on page one. Maybe even page two if someone is thorough.
AI works completely differently. When someone asks ChatGPT for a recommendation, the AI typically mentions 3 to 5 brands. That’s it. No second page. No “see more results.” If you’re not on that short list, you simply don’t exist in that conversation.
We’ve tested this across hundreds of queries in different industries. The same brands keep appearing, and the rest get ignored entirely. It’s a winner-takes-all dynamic, and it’s much more extreme than Google ever was.
People trust AI recommendations
Users trust AI-generated recommendations more than traditional ads and, in many cases, more than organic search results. The conversational format feels less like marketing and more like getting advice from someone who knows the space.
When ChatGPT says “Brand X is a solid option because…”, people take that seriously. It reads like an objective assessment, even though the response is shaped by training data and whatever content the AI retrieved.
Your competitors are probably already there
There’s a good chance your competitors already show up in AI responses for your target queries. Every time they get recommended and you don’t, that’s a potential customer you’ll never hear about.
Which AI platforms matter?
Not all AI platforms are equal. Here are the five we track at Visbee.
ChatGPT (OpenAI)
The most widely used AI assistant in the world. Over 200 million weekly active users. This is where most AI-driven brand discovery happens.
Why it matters: Scale. If your brand isn’t visible on ChatGPT, you’re missing the largest AI audience by far.
Perplexity
An AI-powered search engine that combines ChatGPT-style conversation with real-time web search. The key difference: it cites its sources, so users can see exactly where the information comes from.
Why it matters: Growing fast among professionals and researchers. The source citations mean that strong content on your website directly increases your chances of being mentioned. If you’re serious about content marketing, Perplexity should be on your radar.
Claude (Anthropic)
Known for handling long documents and giving nuanced, detailed responses. Increasingly popular with businesses for analysis and research.
Why it matters: Claude’s user base skews professional and enterprise. If you’re in B2B, pay attention.
Grok (xAI)
Integrated into the X (formerly Twitter) platform. Has access to real-time social media data, which makes it strong on current events and trending topics.
Why it matters: Grok pulls heavily from social media conversations. Your presence on X and other social platforms directly influences how Grok talks about you.
DeepSeek
A fast-growing platform with traction in technical and research communities. Competitive models at lower cost.
Why it matters: DeepSeek is a reminder that the AI landscape is diversifying quickly. Optimising for just one platform isn’t enough anymore.
What influences AI recommendations?
Content quality and authority
AI platforms favour content that goes deep on a topic, brings original insights, comes from credible sources, and is regularly updated. This overlaps with traditional SEO, but there’s a key difference: AI doesn’t just count keywords and backlinks. It evaluates context and quality in a way that’s harder to game.
In practice, this means that a single, thorough, well-researched article about your domain can do more for your AI visibility than fifty thin blog posts optimised for long-tail keywords.
Online reputation and reviews
AI platforms pull from review sites, forums, social media, and community discussions. What people say about your brand online directly shapes what AI says about you.
Positive reviews on G2, Capterra, or Trustpilot help. Unresolved complaints or negative coverage can hurt. We’ve seen brands that had excellent products but poor AI visibility because of a handful of unanswered negative reviews that the AI latched onto.
Brand mentions across the web
Being talked about matters. News coverage, blog posts, forum discussions, social media, podcast mentions. The more your brand comes up across diverse, credible sources, the more likely AI platforms are to include you in their answers.
This doesn’t mean spamming your brand name everywhere. It means showing up consistently in the places that matter for your industry. Guest posts on reputable sites, industry conference coverage, genuine community engagement.
Technical factors
A few things happen behind the scenes:
- Structured data (schema markup) helps AI understand what your brand does and what you’re known for
- Robots.txt needs to allow AI crawlers like GPTBot, PerplexityBot, and ClaudeBot to access your site. You’d be surprised how many companies accidentally block them.
- Page speed and mobile optimisation affect crawling and indexing
The technical side is usually a quick win. Most of it can be fixed in an afternoon.
How to start monitoring your AI visibility
Everyone says “you can’t improve what you don’t measure.” It’s a cliché, but in this case it’s especially true because the measurement gap is the core problem. With Google, you have Search Console. With AI, you have… nothing. Unless you set something up.
Step 1: Define your key queries
Think about the questions your ideal customers would ask an AI assistant. Not keywords, full questions:
- “What’s the best [your product category] for [use case]?”
- “Compare [your brand] vs [competitor]”
- “[Your industry] tools for [specific need]”
Write down 20 to 50 of these. Be specific. Cover different customer segments and use cases.
Step 2: Run manual checks
Ask these queries across ChatGPT, Perplexity, Claude, Grok, and DeepSeek. For each one, note whether your brand is mentioned, the context, which competitors appear instead, and what sources the AI cites.
This gives you a baseline. Fair warning though: doing this manually is tedious and you’ll probably lose motivation after the first 10 queries. We know because that’s exactly what happened to us.
Step 3: Automate with monitoring tools
This is why we built Visbee. Instead of checking AI platforms one by one, Visbee runs your queries across all five platforms on a regular schedule and tracks the results over time.
[Screenshot: Visbee dashboard showing visibility score and brand mentions across AI platforms]
For each query, you get:
- Whether your brand was mentioned
- The full AI response text
- Your visibility score trended over time
- How you compare to competitors
- Sentiment analysis of how AI talks about you
[Screenshot: Visbee brand comparison view showing share of voice across platforms]
You can read more about how it works on our features page.
Step 4: Take action
With data, you can actually do something about it:
- Create content targeting queries where you’re absent
- Update pages that rank well in Google but aren’t getting picked up by AI
- Fix the root causes behind negative mentions
- Track whether your changes actually move the needle (this part is satisfying)
Summary
AI visibility measures how often your brand appears in AI-generated responses. As AI assistants become a go-to channel for product research, showing up in these conversations matters just as much as ranking on Google.
Quick recap:
- Platforms like ChatGPT, Perplexity, Claude, Grok, and DeepSeek are changing how people discover brands
- AI gives direct answers with a short list of recommendations. No page two.
- What influences your visibility: content quality, reputation, brand mentions, and technical setup
- Start by checking manually, then automate with tools like Visbee
The shift is happening now. If you’re curious where your brand stands, the first step is simply asking ChatGPT about your industry and seeing what comes back. You might be surprised.
FAQ
What is the difference between AI visibility and SEO?
SEO focuses on ranking in search engine results like Google. AI visibility is about getting mentioned in AI-generated responses from ChatGPT, Perplexity, and similar platforms. They share some principles (content quality, authority), but AI visibility is broader because AI platforms pull from many more sources than just search rankings. Think of it as SEO’s newer, less understood sibling.
Can I control what AI says about my brand?
Not directly. But you can influence it through content, reputation management, and technical setup. It’s similar to how you can’t control what a journalist writes about you, but you can give them good material to work with.
How often should I check my AI visibility?
Weekly is a good starting point. AI models get updated, search results shift, and your competitors are publishing new content all the time. With Visbee, monitoring runs automatically.
Is AI visibility relevant for small businesses?
Very much so. A small business with deep, authoritative content in a specific niche can absolutely outperform bigger competitors in AI recommendations. We’ve seen it happen. The playing field is less about budget and more about how well you own your topic.
Which AI platform is the most important?
ChatGPT, purely because of its user base. But if your customers are professionals doing research, Perplexity and Claude might actually matter more for you. Best approach: check all of them and see where your audience is.