Guide · AI visibility

How to get your business cited in ChatGPT

When buyers ask ChatGPT, Perplexity or Google AI Overviews for the best option in Singapore, the assistant names a short list and stops. Here’s why your business might be missing from that list — and the practical steps to get mentioned, listed and cited across every major AI engine.

Why your business is invisible to AI

Three causes account for most cases. First, your site only renders with JavaScript — and AI crawlers generally don’t run it, so they see a blank page. Second, your facts are inconsistent across the web, so the model can’t form a confident picture of you. Third — and most common — you simply aren’t mentioned across the third-party sources AI trusts, so a better-cited competitor wins by default. (Want to know which applies to you? Get a free AI visibility audit.)

How AI decides who to cite

Generative engines don’t read only your website — they triangulate. They draw on a recognised entity (a business they can identify and disambiguate), a network of trusted third-party sources that describe you consistently, and fresh, well-structured content they can quote directly. Different engines lean on different surfaces — Perplexity and ChatGPT weigh community and review sources heavily; Google AI Overviews and Gemini lean on Google’s index and Business Profiles. The throughline: earned trust, read cleanly. For the bigger picture, see what generative engine optimisation is. Engine-specific guides: Google AI Overviews, Google AI Mode and Perplexity, plus the Singapore overview: how to rank on AI search in Singapore.

Six steps to get cited

1. Make your site machine-readable. AI crawlers generally don’t run JavaScript. Server-side render your key content and structured data so it’s in the raw HTML. If an engine can’t read it, it can’t cite it.
2. Lock down one source of truth. Make sure the same facts about you — name, services, location, claims — appear consistently across your site, Google Business Profile, directories and socials. Contradictions make AI hedge or skip you.
3. Earn third-party citations. AI assembles answers from sources it trusts: directories, forums, listicles, reviews and news. Getting accurately represented across that network is the single biggest lever — and the slowest to fake.
4. Build genuine reviews & reputation. Real reviews on the surfaces engines read (Google, industry sites) feed both local search and AI answers.
5. Publish answer-shaped, citable content. Lead with a direct answer, use clear definitions, specific numbers and dated facts. Self-contained passages are what assistants quote.
6. Monitor and correct. Track what each engine says about you and fix errors at the source. AI hallucinates business facts; left alone, the wrong version compounds.

What you do NOT need

You do not need a special “AI schema”, an “AI file”, or a magic llms.txt. Google has said as much. Schema markup is useful hygiene — it helps machines parse you — but it is not a secret citation lever, and anyone selling it as one is selling snake oil. Read the honest breakdown: do you need llms.txt or AI schema?

How to check whether AI cites you

The fastest way is to ask the engines directly — “best [your category] in Singapore”, and “tell me about [your business]” — and note whether you’re named, whether the facts are right, and who’s cited instead. Or let a human do it for you: our free AI visibility audit checks all five engines and sends you an honest report with your starting AI Visibility Score.

Frequently asked questions