Are ChatGPT and Perplexity Citing Your Business?

The quickest way to find out is to open ChatGPT and Perplexity right now and ask them the exact questions your customers would ask: things like “best plumber in Richmond” or “recommend a cafe in Southbank for breakfast.” Read the answer carefully. Is your business named? Is it linked? Is a competitor named instead? That five-minute test tells you more about your current AI visibility than any sales pitch will, and it costs nothing.

Most Melbourne business owners have never done this. They know how to check their Google ranking, but checking whether an AI engine recommends them is new territory. Given how many people now ask ChatGPT or Perplexity for local recommendations instead of typing into Google, it’s worth understanding where you stand before you spend a cent fixing it.

Table of Contents

• Why you can’t just “Google it” to check this
• What kinds of questions should I type into ChatGPT or Perplexity to test for my business?
• What does it mean if my competitor appears but I don’t?
• How often should I re-check my AI visibility?
• Where to go from a manual check

Why you can’t just “Google it” to check this

AI engines don’t work like search engines, so you can’t infer your AI visibility from your Google ranking. Ranking well on Google means your page matches a search algorithm’s criteria. Being cited by ChatGPT or Perplexity means the AI trusts your business enough to name it in a generated answer, drawn from a mix of your website content, structured data, and how consistently your business details appear across the web.

A business can rank on page one of Google and still be completely absent from AI answers, because the AI is checking different signals: whether your business details are verifiable, whether your content directly answers the question being asked, and whether your digital footprint is consistent enough to trust. That’s why a manual check in the actual tools is the only reliable test, at least for now.

What kinds of questions should I type into ChatGPT or Perplexity to test for my business?

Think like a customer, not like a marketer. The goal is to mimic real buying questions, not to search for your own business name.

Start broad, then narrow:

• Category plus suburb: “best electrician in Footscray” or “recommend a dentist near Southbank”
• Problem-based: “who should I call for a blocked drain in Melbourne’s inner west”
• Comparison style: “what’s a good family-friendly restaurant in Fitzroy for a Saturday night”
• Direct name check: “what do you know about [your business name]”

Run each prompt in both ChatGPT and Perplexity, since they pull from different sources and often give different answers. Perplexity tends to cite live web pages with links, so it’s easier to see exactly why it chose a result. ChatGPT (particularly when browsing is enabled) is less transparent about its sources, so pay attention to whether it names you at all, even without a link.

Do this for three or four realistic prompts, not just one. A single missed mention isn’t necessarily a problem; a pattern across every relevant prompt is.

What does it mean if my competitor appears but I don’t?

It almost never means your service is worse. It means the AI found something to verify and cite about your competitor that it couldn’t find for you. In practice, this usually comes down to one or more of a handful of signals:

• Consistent business details. If your name, address, and phone number are stated the same way on your website, Google Business Profile, and directory listings, that consistency builds trust. Mismatches (an old address on one directory, a different phone number on another) make it harder for an AI to verify you confidently.
• Structured data. Websites with valid schema markup (JSON-LD) describing what the business is, where it operates, and what it offers give AI engines a clean, machine-readable summary to pull from. Many small business websites have none of this.
• Answer-ready content. Pages that directly answer the kinds of questions customers ask (“what suburbs do you service,” “how much does X typically cost,” “do you offer emergency callouts”) are easier for an AI to lift from than a generic homepage with a hero image and a contact form.
• Entity strength. A Google Business Profile, LinkedIn page, directory listings, and other verifiable online signals all help an AI confirm that your business is real, current, and locally relevant.

If a competitor consistently appears and you don’t, it’s worth checking their website structure and listings against your own. You’ll often find they’ve simply made it easier for the AI to trust and cite them, not that they’re a better business.

How often should I re-check my AI visibility?

AI engines update their models and retrieval sources on their own schedules, not yours, so a one-off check isn’t enough. A reasonable approach for most small businesses:

• Monthly, if you’ve recently changed your website, updated listings, or started any kind of AI visibility work. Changes typically take some weeks to be reflected, and structural fixes like schema and NAP corrections tend to show up faster than content changes.
• Quarterly, as a baseline if nothing has changed. This catches shifts caused by competitors improving their own signals, or by the AI tools themselves changing how they source answers.
• Immediately after any major change, such as a rebrand, new address, or website migration, since these are exactly the moments NAP inconsistencies creep in.

Keep a simple record of which prompts you tested, what each tool said, and the date. Even a basic spreadsheet turns a one-off check into a trend line you can actually act on.

Where to go from a manual check

Running these prompts yourself gives you an honest, current answer to the only question that matters: does AI know you exist and trust you enough to recommend you? If the answer is no across the board, the next useful step isn’t more guessing, it’s identifying which of the underlying signals (schema, NAP consistency, content structure, entity strength) are weakest. A structured audit, like the free GEO audit RankMeFirst.ai offers, can shortcut that diagnosis, but the manual prompt test above is the right place to start, and you can do it today for free.