Ask AI for Woodlands, Singapore: 51 answers in 72 are about Texas

Short answer: when a town shares its name with another place, the AI assistant often answers for the other one. Asked for the best restaurants, lawyers or dentists in Woodlands, Singapore, ChatGPT and Gemini described The Woodlands, Texas, in 51 of 72 answers. "Hamilton" got Hamilton, Ontario in 89 of 136 answers and Hamilton, New Zealand in 16. "Victoria" in Canada got the Australian state of Victoria in 24 of 62 answers, and "Newcastle" in Australia got Newcastle upon Tyne, England, in 20 of 64. Across the four towns, 138 of 270 answers are about another place: 75 of ChatGPT's 135 and 63 of Gemini's. A business there is not missing from the answer because a competitor beat it. It is missing because the answer is about a town on another continent.

The customer types the name of their town. The answer is about someone else's.

What was measured

Our four newest studies, collected on October 16, 2026: buyer questions such as "What are the best lawyers in Hamilton?", put to ChatGPT (gpt-4o-mini) and Gemini through their APIs, without web search and without any location, for 18 trades in 6 to 11 towns in Canada, Australia, New Zealand and Singapore: 2,517 answers. The questions name the town alone, the way a customer types it. Four of those towns share their name with another place: Victoria (Canada), Newcastle (Australia), Hamilton (New Zealand) and Woodlands (Singapore). The Canadian study also asked about Hamilton, Ontario, with the same question. For each answer about these towns we looked for place markers: region, country, neighbouring towns, phone codes, local terms ("Ontario", "Waikato", "(905)", "Texas", "NSW", "Tyne"). An answer counts as set in the other place when it carries markers of the other place and none of the town we asked about. We then read the answers. As a control, the same markers on a town with no well-known namesake in each country (Toronto, Brisbane, Auckland, Tampines: 287 answers) found no answer set elsewhere; the single alarm, in Toronto, was read and rejected. Answers with no marker, or with both, are not counted either way: many give advice without naming a business, and some name businesses we could place by reading, such as the British chains Reed and Brook Street in "Newcastle" answers. The figures are therefore a floor.

The answer says where it is, and it is not where you are

The answers do not hesitate. To "the best restaurants in Woodlands", ChatGPT opens with "The Woodlands, Texas, is known for its diverse dining scene"; Gemini writes "The Woodlands, Texas, has a diverse and high-quality dining scene". To lawyers in Victoria, Gemini answers "Finding the "best" lawyer in Victoria, Australia, depends entirely on your specific legal issue", and ChatGPT lists Australian firms. To hotels in Newcastle, the answers describe rooms "across the River Tyne". Hamilton shows that the engine does not know who is asking. The question is the same sentence whether a Canadian or a New Zealander types it, and the answer is mostly Ontario: "Hamilton, Ontario, has a vibrant food scene". The engines differ by town, not as a rule: ChatGPT set Victoria in Australia 19 times out of 31, Gemini 5 times; in Woodlands, ChatGPT 28 times out of 36, Gemini 23. We saw the mirror image on October 13, in our British study: Newcastle: one Gemini answer in three is about Australia. The confusion runs both ways.

What it means if you are the business

If your town shares its name with a better-known place, the question your customer types may be answered for the other one, and no ranking work fixes an answer set on another continent. Write the town with its region or country wherever your business says where it is: the page title, the first line of the home page, the contact page, the address in your structured data, your Google Business Profile ("Hamilton, Waikato", "Victoria, BC", "Woodlands, Singapore", "Newcastle NSW"). Ask for local mentions that tie you to the region: the local paper, the council, the chamber of commerce. And test the question the way a customer types it, with the town alone: that is the form that fails. Nothing here guarantees being named.

What this does not prove

• These are the models' answers through their APIs, without web search and without the user's location: the way our audit asks. An app that knows where the phone is may resolve the town correctly.
• One pass, on October 16, 2026: 4 answers per trade and town, 2 per engine. Each figure moves by one answer at a time.
• Place markers say where an answer is set, not whether the businesses it names exist or are any good.
• Answers without a marker are not counted, so the share set in the other place is a floor.
• We do not know why an engine picks one place over another, and we do not test a reason here.