
“Best X in Melbourne”: reverse-engineering what ChatGPT actually cites

AI referral traffic in GA4: how to see it and why it undercounts

Bilingual SEO means building real Chinese pages, with their own URLs, their own keyword research and their own Google Business Profile details, so Chinese-speaking customers in Melbourne find you when they search in Chinese. Most local businesses stop at an English site plus a translate button. That button is invisible to Google, and the searches it misses are going to whoever did the work.
How many people are we actually talking about?
Enough to matter, and the numbers are public. In the 2021 Census, Mandarin was the most common language other than English used at home in Australia: 685,274 people, or 2.7% of the population. Cantonese was fourth, with 295,281 people (1.2%). Source: ABS, Cultural diversity of Australia (2021 Census).
The same ABS article has a figure most marketers skip. About a quarter of Mandarin speakers (25.9%, roughly 176,000 people) reported low English proficiency. For that group, an English-only website is close to a closed door. They will read it through a browser translation if they have to, but they would much rather find a business that speaks to them directly.
We are not going to quote search volumes here. Keyword tools give very different answers for Chinese queries in Australia, and we would rather you check your own Search Console than trust a made-up round number.
Why the translate button does nothing for search
Google indexes what is in the HTML at a URL. A widget that swaps text in the browser after the page loads creates no new URL, so there is nothing in Chinese for Google to index or show in results. The same goes for ChatGPT and Perplexity when they fetch a page: they see the English source.
Machine translation pasted in as-is has a second problem. It reads like a machine wrote it. A dental clinic whose Chinese page calls a scale-and-clean something no patient would ever say loses the visitor in about five seconds, and Google’s quality systems notice thin, low-effort pages too.
What a proper bilingual setup looks like
The structure is not complicated. Each Chinese page lives at its own address, usually under a folder like /zh/. Each English page and its Chinese twin point to each other with hreflang tags, so Google shows the right version to the right searcher. Page titles, meta descriptions and headings are written in Chinese, not left in English.
Then the details that people forget. The Chinese page needs its own internal links to other Chinese pages, a Chinese contact section, and phone and address in the same format as your Google Business Profile. Schema markup should declare the language. If your staff speak Mandarin or Cantonese, say so on the page, in plain words.
The most common mistake we see on Melbourne sites is a Chinese page that has Chinese body text but an English title tag, an English meta description and a canonical tag pointing back at the English page. That last one tells Google to ignore the Chinese version entirely. It takes two minutes to check: open the page source and search for canonical and hreflang.
We build sites this way from day one. Our bilingual web design service in Melbourne covers the full setup, including the WordPress multilingual plugin, hreflang and translated metadata.
Chinese keyword research is its own job
You cannot translate an English keyword list and call it done. Chinese-speaking customers in Melbourne often search in a mix of Chinese and English: a suburb name in English with the service in Chinese, or a brand name followed by a Chinese question. Some use simplified characters, some traditional. Mainland and Hong Kong or Taiwanese readers may use different words for the same thing.
The practical method: ask your Chinese-speaking customers what they typed or who told them about you, check the queries Search Console already shows for your site, and look at what Chinese-language competitors in your category put in their page titles. That usually produces a short list of phrases that are nothing like a word-for-word translation.
Search engines are also not the only place people look. Plenty of Chinese-speaking Melburnians ask friends on WeChat or check Xiaohongshu (RED) first, then search the business name on Google. When they do, your Chinese page and your reviews are what they land on.
How AI assistants handle Chinese questions
People now ask ChatGPT and similar tools in Chinese for recommendations: a Mandarin-speaking accountant in Box Hill, a Chinese-speaking physio near Glen Waverley. These assistants lean on pages that answer the question clearly, in the language asked. A business with a well-built Chinese page that states its location, services and languages spoken gives the model something concrete to quote.
We covered what these tools tend to pick up in reverse-engineering what ChatGPT actually cites. The same rules apply in Chinese, and there is usually far less competition. If you want this handled as part of a wider plan, see our AEO agency work in Melbourne or ChatGPT optimisation.
Where to start if you have a small budget
Do not translate the whole site. Pick the three or four pages that bring in paying customers: the home page, your main service pages and the contact page. Have a native speaker who knows your industry write them, not just translate them. Put them on their own URLs with hreflang, add Chinese to your Google Business Profile description where it fits, and ask a few happy Chinese-speaking clients to leave a review in whichever language they like.
Give it a couple of months, then look at Search Console filtered to the Chinese pages. You will see which queries turn up. That tells you which page to write next.
If you would like a second opinion on your current setup, get in touch. We work in English and Chinese.
Frequently asked questions
Is a Google Translate widget enough for Chinese SEO?
No. Widget translations happen in the browser after the page loads, so no Chinese URL exists for Google to index. You need separate Chinese pages with their own addresses and hreflang tags.
Should I use simplified or traditional Chinese?
Most Mandarin-speaking customers in Melbourne read simplified Chinese, so it is the usual default. If much of your clientele is from Hong Kong or Taiwan, or speaks Cantonese, a traditional Chinese version can be worth it. Ask your own customers before deciding.
How many Mandarin speakers live in Australia?
The 2021 Census recorded 685,274 people who use Mandarin at home, 2.7% of the population, and 295,281 who use Cantonese (1.2%), according to the Australian Bureau of Statistics.
Will adding Chinese pages hurt my English rankings?
Not if it is set up properly. Separate URLs and correct hreflang tags tell Google the pages are language versions of each other, not duplicates. Problems usually come from auto-translated pages with no hreflang or with wrong canonical tags.
Can ChatGPT recommend my business to people asking in Chinese?
It can, if there is clear Chinese content about your business for it to find: what you do, where you are, and which languages your staff speak. A well-structured Chinese page makes that much more likely than an English-only site.
Melmel — a Melbourne AI studio
We build and optimise websites so that Google, ChatGPT, Perplexity and Google AI Overviews can read them and quote them. Melbourne web design and development, AI SEO and AEO from $1,000 a month, and a $199 whole-site AI audit credited in full against your first month if you go ahead. English and Chinese.
AEO agency in Melbourne · ChatGPT optimisation · AI SEO in Melbourne · answer engine optimisation · bilingual web design
Call 0473 034 777 · email kan@melmel.com.au · our Melbourne services · Suite 704, 566 St Kilda Rd, Melbourne VIC 3004.






