/Why this matters
In 2026 a real share of New Zealand buyers open ChatGPT before they open Google. If ChatGPT does not know who you are, cannot describe you correctly or will not recommend you when asked, you are quietly losing enquiries you never see. Unlike ranking checks, AEO visibility is not obvious from your analytics. You have to look for it directly.
/This is a companion, not a duplicate
This article is the practical measurement piece. If you want to understand how ChatGPT decides which businesses to recommend in the first place, read our companion guide, How Does ChatGPT Decide Which Businesses to Recommend, first. This one focuses on what you can test yourself, today, on your own business.
/Start with branded discovery
Open ChatGPT in a fresh session and ask it directly: What do you know about [your exact registered business name] in New Zealand? Check three things. Does it identify your business at all. Is the description accurate. Does it name what you actually do, where you operate and the type of clients you serve. Vague, hedged or mistaken answers usually mean weak entity signals across your site, your Google Business Profile and third-party mentions.
/Ask for a summary in your own words
Follow up with: Summarise [your business] in two sentences. If the summary reads like a competitor, or invents services you do not offer, that is the language model reconstructing from ambiguous sources. Fixing that is an entity clarity job on your homepage, About page, footer and Organization schema, not a content marketing job.
/Move to category tests without your brand name
This is the test that matters most commercially. Ask: Who are the best [category] businesses in [NZ location] and why? Try several variations. Best commercial builders in Christchurch. Reliable plumbers in Ponsonby. Top Shopify partners in New Zealand. Note whether you are mentioned, in what position, with what description, and against which competitors. Repeat the test three or four times across separate sessions. AI answers vary.
/Location and service-area queries
For any NZ business with a defined service area, run location-specific prompts. I need a [service] in [suburb or region]. Who would you recommend and why. Look for suburb-level recognition. If you claim to serve five Auckland suburbs but only appear in one, you have a content and citation gap to close on the four missing ones.
/Look at citations
Where the ChatGPT interface exposes sources, look at what is cited. If your own site is cited, you have a well-structured page ChatGPT can extract from. If only third-party sources are cited, your visibility depends entirely on how those third parties describe you, which is a fragile position. If nothing is cited, you are being generated from training data, which is even more fragile.
/Check entity recognition explicitly
Ask ChatGPT: Is [your business name] the same as [another business with a similar name]. Or: Where is [your business] located. Or: Who is the founder or director of [your business]. Ambiguous or wrong answers signal that your entity is not clearly defined. That is what Organization and Person schema, consistent NAP, and clean About and Team pages are supposed to fix.
/Test across different prompt styles
Real buyers do not phrase questions the way SEO tools phrase them. Try short questions, long questions, questions with mistakes, questions from a customer's point of view, and questions from a purchase-decision point of view. If your business only surfaces on a perfectly worded prompt, you are not really discoverable, you are only findable.
/Understand why results change between systems and sessions
ChatGPT, Gemini, Perplexity and Google's AI Overviews use different retrieval, ranking and citation models. Even within ChatGPT, answers vary across sessions, models and geographies. Do not treat one lucky answer as evidence you are visible, and do not panic about one bad answer. Run each test three or four times and treat the pattern as the signal, not any single response.
/Monitor over time
Log your tests. A simple spreadsheet with the date, prompt, model, location, whether you were mentioned, and a short note on how you were described is enough to see whether AEO work is moving the needle over three, six and twelve months. Rankings drift, and so does AI citation share.
/What to investigate when your business is absent
If ChatGPT cannot find or recommend you, work through this short list. Is your homepage entity statement clear and unambiguous. Is Organization and, where appropriate, LocalBusiness and Person schema present and valid. Are you actually described by third parties in NZ sources ChatGPT can access. Is your Google Business Profile complete and current. Is your service-area content real, not templated. Are your key pages server-rendered so language models can extract from them. Each gap is a fixable task, not a mystery.
/What this test is not
This is a discovery test, not a ranking guarantee. Passing these tests does not mean you are always recommended. Failing them almost always means you have work to do on entity signals, content structure and off-site authority. The goal is to reduce the number of prompts where your business is invisible.
/Where to start
Run the tests above on your own business today. Log what you find. Then decide whether the gaps are things you can close in-house or whether you want help. Book a strategy call with The Digital Hive if you want an AEO audit that pairs these tests with the entity, schema and content fixes that actually move the results.
