Introduction
As AI assistants like ChatGPT, Gemini, and Perplexity become part of how people search for products, services, and solutions, businesses naturally want to understand their visibility. Many clients ask about AI tracking tools, expecting insights into every user query. While these tools can provide useful data by testing specific prompts, they don’t capture the full picture of real-world behaviour.
In this blog, we’ll explain what AI visibility tracking tools can and cannot tell you, and how to use them effectively as part of a broader strategy for B2B and B2C businesses alike.
AI visibility tools
AI visibility is becoming one of the most talked-about topics in digital marketing. More of our clients are asking us similar questions:
“Are people finding us in ChatGPT?”
“Can we track what people are asking AI assistants?”
“Should we invest in an AI tracking tool?”
These are sensible questions. AI assistants such as ChatGPT, Gemini, Copilot and Perplexity are changing how people research products, compare suppliers and make decisions. For both B2B and B2C businesses, it is natural to want to understand how your brand appears in these new discovery journeys.
However, there is one important point that often gets missed:
AI visibility tools can track responses to prompts, but they cannot show exactly what real users are typing into AI assistants or what happens in every private AI conversation.
That difference matters.
What AI visibility tools actually do
Most AI tracking tools work by sending a set of pre-written prompts into different AI platforms and recording the responses.
For example, a tool might test prompts such as:
- “Who are the best accountants in Surrey?”
- “What are the top CRM systems for small businesses?”
- “Which company offers emergency plumbing services near me?”
- “Best suppliers of industrial cleaning equipment in the UK”
The tool then checks whether your business appears in the response, how often it is mentioned, which competitors are included, and what information the AI assistant provides.
This can be useful because it gives you a snapshot of how your brand appears for certain controlled questions. It can also help identify whether AI tools understand your services, locations, expertise and market position.
But it is important to treat this as prompt testing, not complete user behaviour tracking.
Why prompt tracking is not the same as real user behaviour
The biggest limitation is simple: these tools are only as good as the prompts they test.
Real users do not always ask neat, predictable questions. They may use vague, detailed, emotional or highly specific language. A procurement manager might ask one thing, while a consumer looking for a quick local service might ask something completely different.
For example, a B2B buyer might ask:
“Which logistics companies can support temperature-controlled distribution for healthcare products in the UK?”
A CEO might ask:
“Which agency can help us reduce reliance on paid ads and grow organic leads?”
A consumer might ask:
“What’s the best company near me for replacing a broken window quickly?”
These searches are all different in intent, wording and context. AI assistants may also personalise responses based on the conversation, the user’s previous questions, location, uploaded files or follow-up prompts.
That means a visibility tool may track a prompt that no real customer ever uses. If a business then builds a strategy around that prompt, it may end up optimising for a scenario that does not reflect real demand.
The risk of treating AI visibility tools as a magic answer
AI visibility tools are often sold as if they provide a clear answer to a complex question. That can make them attractive to busy marketing managers, CEOs and business owners who want certainty.
The problem is that AI search behaviour is not as transparent as traditional search data.
With Google, we can use tools such as Google Search Console, Google Ads data, analytics platforms and keyword research tools to understand search demand, impressions, clicks and conversions. Even then, the picture is not perfect.
With AI assistants, the picture is even less complete. There is no universal dashboard showing every question users ask, every answer they receive, and whether that led to an enquiry, purchase or meeting.
So, when a tool says your business is “visible” or “not visible” in AI, it is usually based on a selected set of test prompts. That does not mean it is wrong, but it does mean the result needs context.
Where AI visibility tracking can be useful
This does not mean AI tracking tools are pointless. They can be helpful when used properly.
They can help you understand:
- Whether AI assistants can correctly describe what your business does
- Whether your brand appears for important service or product prompts
- Which competitors are being mentioned
- Whether your website content is clear enough for AI systems to interpret
- Whether your brand is associated with the right locations, sectors and specialisms
- How your messaging compares with competitors in AI-generated answers
For B2B companies, this could mean checking whether AI assistants understand your services, industries, accreditations, case studies and target markets.
For B2C companies, it could mean reviewing whether your brand appears in local, product-led or problem-solving prompts.
Used in this way, prompt tracking can support your SEO and content strategy. It should sit alongside wider work, not replace it.
What businesses should really focus on
The best way to improve AI visibility is not to chase every individual prompt. It is to make your business easier for search engines, AI systems and users to understand.
That means focusing on strong digital fundamentals:
- Clear service pages that explain what you do, who you help and where you operate.
- Helpful content that answers real customer questions in detail.
- Consistent information across your website, Google Business Profile, directories and third-party platforms.
- Case studies, reviews, testimonials and evidence that demonstrate trust.
- Authoritative content that shows genuine expertise.
- Structured, well-organised website content that is easy to crawl, interpret and summarise.
In simple terms, AI assistants need reliable information to draw from. If your website is vague, thin or poorly structured, AI tools are less likely to understand and recommend your business accurately.
A note for Marketing Managers
For marketing managers, the pressure often comes from leadership teams asking, “Are we showing up in AI?”
The honest answer may be:
“We can test how we appear for a controlled set of prompts, but we cannot see every private AI conversation. Our focus should be improving the quality, clarity and authority of our digital footprint so we are more likely to be included in relevant AI-generated answers.”
That is a much stronger position than relying on a single score from a third-party tool.
A note for CEOs and Business Owners
For CEOs, the main concern is usually commercial impact. Will AI assistants affect leads, sales and market share?
The answer is yes, they probably will, but AI tracking tools alone will not tell the full story.
A better approach is to treat AI visibility as part of a broader search and brand visibility strategy. If your business is easy to find, easy to understand, well reviewed and clearly positioned online, you are in a much better place for both traditional search and AI-assisted discovery.
Conclusion
AI visibility tools are useful, but they are not magic.
They can show how your business appears for selected prompts. They can highlight gaps in your content. They can help benchmark visibility against competitors. But they cannot perfectly reveal what every real user is asking AI assistants or what outcome each conversation produces.
The most practical approach is to use AI prompt tracking as one piece of the puzzle, alongside SEO, content strategy, analytics, customer research and conversion data.
AI visibility is important, but the goal is not to optimise for a tool. The goal is to make your business genuinely clear, credible and useful wherever customers are searching.
Get in Touch
Interested in exploring how to weave AI into your business’s strategy? We’re already working with our clients to build integrated online strategies to improve commercial outcomes. Get in touch with our digital marketing experts to find out how your business should be including AI search as part of your wider strategy.
