How Do You Check Whether ChatGPT Recommends Your Business?

How can you test whether ChatGPT recommends your business?

TL;DR: Ask ChatGPT realistic customer questions, record whether your business appears, and repeat the same test across multiple new conversations.

Customers increasingly ask AI tools questions such as “Who is a reliable plumber in Richmond?” or “Which Melbourne accountant works with small construction businesses?”

A useful AI visibility test recreates these genuine customer questions. Do not begin by asking ChatGPT whether it knows your company. That only tests branded awareness—not whether a new customer can discover you.

Record two different results:

1. Mention visibility: Did ChatGPT include your business?
2. Citation visibility: Did it link to your website or an accurate third-party profile?

AI-generated answers can vary between conversations. One response is only a snapshot, so repeat each test before making decisions.

Which prompts should you test?

TL;DR: Test discovery, comparison, service, trust, and location questions that customers might ask before contacting a business.

Replace the examples below with your service and location:

• “Who are the best emergency plumbers in Richmond, Melbourne?”
• “Recommend a family dentist near Southbank.”
• “Which Melbourne mortgage broker helps first-home buyers?”
• “Compare three accountants for a small trade business.”
• “Where can I find a well-reviewed cafe near St Kilda?”
• “Is [business name] a good option for [service]?”
• “What services does [business name] provide?”
• “What is the phone number for [business name]?”

The non-branded questions test whether customers can discover you. The branded questions reveal whether AI systems understand your business accurately.

Run each prompt in a new conversation so earlier messages do not influence the answer.

What should you record from each result?

TL;DR: Record the prompt, date, location, recommendation position, citations, competitors, and any inaccurate business details.

A spreadsheet is enough. Add one row for every prompt and record:

• The exact question
• Date and testing location
• Whether ChatGPT used web search
• Whether your business appeared
• Where it appeared in the answer
• How the business was described
• Which sources were cited
• Which competitors appeared
• Any incorrect services or contact details

A business included in a long list without explanation has weaker visibility than one presented with a relevant description and supporting citation.

Repeat important prompts three times over several days. This prevents you from treating a one-off response as a stable result.

Why might competitors appear instead?

TL;DR: Competitors may have clearer service pages, stronger local profiles, more consistent business details, or more independent sources confirming their expertise.

AI search systems need reliable information before recommending a business.

Common visibility problems include:

• Inconsistent names, addresses, or phone numbers
• Unclear service descriptions
• Missing location or specialty pages
• Incomplete Google Business Profiles
• Missing LocalBusiness structured data
• Few trustworthy third-party references
• Pages blocked from search crawlers
• Content that does not answer customer questions

Google explains that LocalBusiness structured data can communicate details including a business’s name, address, phone number, and opening hours.

How can you improve weak AI visibility?

TL;DR: Correct factual inconsistencies first, then improve service content, structured data, local profiles, crawler access, and independent business references.

Work through these actions in order:

1. Correct your business details. Use the same name, address, phone number, website, and opening hours everywhere.
2. Clarify your services. Create focused pages explaining who each service helps, where it is offered, and what customers can expect.
3. Add accurate structured data. Use JSON-LD that matches the information visible on the page.
4. Strengthen local profiles. Complete your Google Business Profile and relevant Australian directory listings.
5. Publish answer-first content. Turn genuine customer questions into headings followed by concise answers.
6. Check crawler access. Ensure your website, firewall, and CDN are not blocking legitimate search crawlers.
7. Build independent trust. Earn legitimate reviews, professional memberships, directory listings, and media coverage.

Avoid creating large numbers of repetitive suburb pages or claiming services you do not provide. Accuracy and usefulness matter more than content volume.

How often should you repeat the test?

TL;DR: Run a consistent benchmark monthly and retest after significant website or business-information changes.

Monthly testing is enough for most local businesses. Keep the prompts and scoring system consistent so you can compare results over time.

Retest sooner when you:

• Launch a new service
• Add a business location
• Change your contact details
• Rebuild your website
• Repair structured data
• Discover incorrect information in an AI answer

The objective is not to chase every change in wording. It is to determine whether your business becomes easier to discover, understand, verify, and cite.

What is the fastest way to establish a baseline?

TL;DR: Combine manual prompt testing with a structured GEO audit to connect weak AI recommendations to specific content and technical gaps.

Manual testing shows what customers currently see. A structured audit helps explain why the result may be happening.

Run a free GEO audit to measure your current visibility, or explore our SEO and GEO optimisation service for an implementation plan.

No tool or agency can guarantee an AI recommendation. The practical goal is to make your business accurate, accessible, relevant, and supported by sources customers can trust.