How to Check if Your Business Appears in AI Search
Aug 22,2026
By SEO ANALYSER
AI search visibility
How local businesses can check whether they appear, accurately, in the answers customers get from Google AI Overviews, ChatGPT and Perplexity.
Short answer
How do you check AI search visibility?
Checking AI search visibility means testing whether your business is mentioned in the answers people receive when they ask recommendation-style questions in tools such as Google AI Overviews, ChatGPT, or Perplexity. The useful part is not only spotting a missing mention, but identifying which information source needs attention: your website, Google Business Profile, reviews, local directories, or third-party coverage.
The shift
Why Google rankings no longer tell the whole story
A business can rank well on Google and still be missing from AI-generated recommendations, because the two are measured separately. Search behaviour is becoming more mixed. Some customers still compare standard search results, while others ask conversational questions in AI features and assistants. For local businesses, that means monitoring both traditional search performance and whether the business is represented accurately in AI-generated recommendations.
Pew Research Center analysed the March 2025 browsing of 900 US adults (published July 2025). An AI summary appeared on 18% of the 68,879 Google searches observed, and users clicked a traditional result in 8% of visits with an AI summary against 15% of visits without one. This does not mean every local-business query produces an AI answer or that traditional rankings no longer matter. It means visibility should be checked across more than one customer journey. If you want software to run the same questions on a schedule and compare results by platform, see our AI visibility tracking tool.
Platforms
How AI search platforms differ
AI search is not one system. Google AI Overviews and AI Mode are features built into Google Search, while ChatGPT and Perplexity are separate answer products with their own retrieval, citation, and recommendation behaviour. Treating them as interchangeable makes it harder to work out why a business appears in one and not another.
Google's own documentation is specific here: a page generally needs to be indexed and eligible to appear with a snippet in regular Google Search results before it can appear as a supporting link in AI Overviews or AI Mode. That means solid technical SEO, proper indexing, and useful on-page content remain foundational for showing up in Google's AI features, much as they do for standard organic results. For the specifics, see Google's guidance for site owners.
Access is platform-specific too. OpenAI documents that sites opted out of OAI-SearchBot will not be shown in ChatGPT search answers, and that this crawler is controlled separately from GPTBot, which collects training data. Check your robots.txt for both before changing any content; the wider diagnosis is in why AI cites some businesses and ignores others.
Recommendation-style answers from other AI assistants can draw on a wider mix of information, including brand websites, review platforms, directories, editorial coverage, and other third-party pages, and no single source type is guaranteed to be prioritised for a given prompt or platform.
Measurement
What prompt tracking shows you
Prompt tracking tests a fixed set of customer-style questions across selected AI platforms and records whether your business is mentioned, which competitors appear, which sources are cited where available, and whether the business details are correct.
Results are most useful when they're broken down by platform rather than combined into one number: Google AI Overviews and AI Mode, ChatGPT, and Perplexity. A business can appear very differently across each one, and a proper LLM visibility checker keeps them separate, because combining them into a single total score can hide which platform actually needs attention.
From keywords to questions
Moving from keywords to prompt sets
People tend to ask AI tools full questions rather than type short keyword phrases, so the unit of measurement shifts from the keyword to the prompt.
A prompt set is a small, repeatable list of real customer questions used to check how often and how accurately a business appears in AI-generated answers.
| Traditional keyword | Customer-style prompt | What the prompt reveals |
|---|---|---|
| cafe Fremantle | "Where can I get breakfast near Fremantle Markets before 9am?" | Whether opening hours and location information are understood |
| emergency plumber Perth | "Who can help with a burst pipe in Perth tonight?" | Whether urgent services and availability are represented |
| hairdresser Adelaide | "Which Adelaide salon is good with curly hair?" | Whether service specialisms, reviews, and local reputation appear |
| wedding venue Perth | "What is better for a small Perth wedding: a marquee hire or a function centre?" | Whether the business appears in comparison and decision-stage questions |
Prompts aren't a replacement for keywords. They're a complementary way of measuring conversational discovery, the kind of question a customer would ask a person rather than type into a search box.
Setup
Setting up prompt tracking for your business
Start with a short list of prompts based on real customer language, not how you describe your business internally. Ask your existing customers how they'd search for a business like yours if they were starting from scratch.
A useful starting prompt set usually includes:
- A few direct questions about what you offer, like "best hair salon in Adelaide for curly hair"
- At least one urgent or problem-based question, like "emergency electrician open now near me"
- A comparison-style question, like "which is better for a small wedding, a marquee hire or a function centre"
- A location-based question that includes your suburb or region
- A question about price or value
Run the same prompt set through selected AI platforms on a regular schedule, monthly is usually enough, and run each prompt more than once. In a study by Rand Fishkin (SparkToro) and Patrick O’Donnell (Gumshoe), the odds of getting the same list of brands twice were under 1 in 100 across ChatGPT, Claude and Google’s AI, so a single run is not a measurement. Report how often the business appears across runs, so you can measure AI visibility over time and see whether it's improving or slipping.
Example: an eight-prompt set for a local plumber
- "Who is a reliable plumber near [suburb] for a burst pipe?"
- "Emergency plumber open now in [city]"
- "What does it usually cost to fix a leaking tap in [city]?"
- "Which local plumbers have good reviews for bathroom repairs?"
- "Can you recommend a plumber for a blocked drain near [suburb]?"
- "Is [business name] a good plumber in [city]?"
- "Who offers same-day hot-water repairs in [city]?"
- "What should I check before hiring a plumber in [city]?"
Replace the placeholders with your own suburb, service area, and business name. Keep the core set stable for a quarter so changes are easier to interpret; update it when services, locations, seasonality, or the language customers use changes, not merely because an AI model updates.
Reading results
What to check when reviewing your results
A few things are worth checking each time you review local AI recommendations. First, whether your business gets mentioned at all. Second, how often it appears across repeated runs. Position inside a list is unstable between runs, so appearance rate is the more reliable signal than whether you were named first.
Also check the accuracy of what's being said about you. AI tools can describe a business using outdated details, like an old address or a service you no longer offer, and a customer acting on that information ends up in the wrong place.
Finally, keep an eye on your AI share of voice: how often your business comes up compared to your competitors across the same set of prompts. A steady share of voice over time tells you more than one good result on a single lucky prompt.
Warning signs
Signs your business is missing from AI answers
A few signs are worth watching for. Your business never comes up in prompts you'd expect to win, even ones close to your exact service and location. Competitors get mentioned by name while you don't, despite offering something similar. Or the AI mentions your business but gets details wrong, which can be just as damaging as not being mentioned at all.
These signs aren't a verdict. They're a starting point for working out which information source needs attention, covered in the next section.
Diagnosis
What to do when your business is missing
A missing mention is a diagnosis, not a verdict. The next step is to identify the missing or inconsistent information behind it.
| What you see in AI answers | Likely information gap | First action to take |
|---|---|---|
| Your business is absent from local recommendation prompts | Weak or incomplete local signals | Review Google Business Profile categories, address/service area, opening hours, phone number, website URL, and service descriptions |
| Competitors are named but you are not | Competitors may have stronger review, directory, or editorial signals | Compare their reviews, directory coverage, local press mentions, and service detail pages; identify one or two gaps you can address legitimately |
| Your business appears with incorrect details | Conflicting or outdated business information | Correct the source closest to the error first: Google Business Profile, business website, major review profile, or directory listing |
| Your business appears only for brand-name prompts | Weak non-brand service or location evidence | Improve the relevant service and location pages with clear service scope, local area information, prices or booking guidance where appropriate, and accurate contact details |
| AI answers cite third-party pages but not your website | Off-site sources may dominate that query | Strengthen third-party proof: ask for genuine reviews, claim or correct relevant local directories, and seek legitimate local editorial or community coverage |
Work through sources in this order
- 01
Complete your Google Business Profile
Confirm it reflects your current business name, category, hours, services, service area, contact details, and website.
- 02
Fix factual inconsistencies
Align details between your website, Google Business Profile, major review platforms, and high-value local directories.
- 03
Ask for honest reviews
Ask recent customers through your normal post-service process; never offer incentives that violate platform policies and never create fake reviews.
- 04
Build the page the prompt needs
Create or improve the page that matches the missing prompt, such as an emergency-service page, a specific service page, or a local-area page. The method for raising presence in the answer itself is in improve AI answer inclusion.
- 05
Make key facts easy to verify
Show what you offer, where you serve, opening hours, booking method, price guidance where appropriate, and relevant credentials.
- 06
Re-run the same prompt set
Record what changed by platform after your updates rather than expecting an instant result.
The GEO research paper (Aggarwal et al.) reports that adding citations, quotations and statistics boosted visibility in generative engine responses by up to 40% in its benchmark. These are research results, not a guaranteed outcome for a specific site or AI product. The practical lesson is to replace vague claims with verifiable evidence.
Maintenance
Keeping your prompt set current
Review the prompt set quarterly and update it when your services, locations, seasonal demand, competitors, or customer language changes, rather than waiting until you notice a drop in enquiries. Version each change so results before and after it are not compared as if the set were identical.
SEO Analyser
Track the same prompts on a schedule
SEO Analyser’s AI Visibility runs a consistent prompt set across ChatGPT, Claude, Perplexity, Google AI Overviews and Grok and compares results by platform. Fixes should still start with verified business information and the sources behind each gap.
FAQ
AI search visibility questions
What is prompt tracking?
It checks whether your business is mentioned when real customer questions are asked in tools such as Google AI Overviews, ChatGPT, or Perplexity, and how accurately. See "Moving from keywords to prompt sets" above for how a prompt set is built.
How is this different from normal keyword tracking?
Keyword tracking checks your position for short search terms on Google. Prompt tracking checks whether your business is named when someone asks a full, conversational question on an AI platform.
Is this suitable for a small local business?
Yes. A small local business can compete when its business information is accurate, its service and location pages are clear, and customers can find credible third-party evidence such as genuine reviews or local coverage. It is not guaranteed, and results can differ by prompt and platform.
How often should you check your AI search visibility?
Monthly is a sensible starting point for most small businesses. Review the full prompt set quarterly, and update it when your services, locations, seasonal demand, competitors, or customer language changes.
What's the biggest risk of ignoring this?
The main risk is making decisions with incomplete information. A business may perform well in traditional search but be missing, misrepresented, or outnumbered by competitors in certain AI recommendation prompts. Regular checks help you identify and prioritise those gaps.
Do you need technical skills to do this?
Most prompt-tracking tools do not require technical skills for the basic check. You need a consistent prompt set, an understanding of your services and locations, and a process for correcting inaccurate information across the web.
Summary
Google rankings still matter, but they only tell part of the story now that some customers ask AI tools for recommendations instead of, or alongside, running a search. Checking AI search visibility for local businesses means building a small prompt set from real customer questions, running it across the platforms your customers actually use, and reviewing results by platform rather than as a single combined score.
If you find gaps, work through them in order: check your platform-specific results, identify which information source is missing or inconsistent, whether that's your Google Business Profile, reviews, directories, or your own website, and improve that source first. That's a concrete, repeatable process rather than a one-off fix.
Sources
Primary references
- Pew Research CenterGoogle users are less likely to click on links when an AI summary appears
- Google Search CentralAI features and your website
- OpenAIOverview of OpenAI crawlers
- Search Engine LandAI recommendation lists rarely repeat (SparkToro and Gumshoe study)
- arXivGEO: Generative Engine Optimization
- SEO Analyser BlogHow to measure AI visibility
- SEO Analyser BlogLLM visibility checker
- SEO Analyser BlogWhy AI cites some businesses and ignores others
