Would ChatGPT Cite Your Website? Here’s How to Know in an Hour
An AI-ready website passes 18 checks across six layers: crawlability, answer-first content, entity clarity, schema, FAQ blocks, and citation consistency. Each check below has a plain pass-fail test, so you can score your own site this afternoon without buying a tool or booking a call.
Why does this matter now? Because your enquiries might already be leaking. AI Overviews answer questions before anyone clicks, and ChatGPT names businesses it can read and trust. If your site fails these checks, the engines aren’t ignoring you out of spite. They simply can’t use what you’ve published.
Feeling behind? Don’t. Most Singapore websites fail more than half of these checks, including plenty that rank well on Google. That’s the honest baseline, and it means the businesses that fix these first are competing against very little.
Here’s how the hour goes: score the 18 checks, run the diagnosis if your site is a brochure, then test your visibility with five prompts.
How to Score Yourself
Simple rules. Each check is pass or fail. No partial credit, because AI engines don’t give partial credit either.
Sixteen to 18 passes means your site is genuinely AI-ready, and your effort should shift to authority and mentions. Ten to 15 means the foundation is there with real gaps to close. Below 10, your website is a brochure, and the diagnosis section further down is written for you.
One exception before you start: if your business is brand new, fail marks on reviews and mentions are normal. Age fixes those. Structure, you can fix this week.
The 18-Point Checklist
| # | Layer | Check | Pass if | Fail if |
|---|---|---|---|---|
| 1 | Crawlability | AI crawlers can access your site | Robots.txt allows GPTBot, PerplexityBot, and Google’s crawlers, or blocks them by deliberate choice | AI bots are blocked and nobody remembers deciding that |
| 2 | Crawlability | Key content loads as real text | Your services and prices appear in the page source as plain HTML | Content only appears after JavaScript runs, so crawlers see blanks or zeros |
| 3 | Crawlability | Pages load fast and clean | Key pages load in about 3 seconds with no broken links or redirect chains | Slow loads, chained redirects, or error codes on money pages |
| 4 | Answer-first content | Every key page opens with an answer | The first 50 words answer a real buyer question with specifics | The page opens with “welcome” or “we are committed to excellence” |
| 5 | Answer-first content | Headings match buyer questions | H2s and H3s read like questions customers actually ask, answered directly below | Headings are labels like “Our Services” with no question answered |
| 6 | Answer-first content | Sections stand alone | Any section can be lifted out and still make sense, with numbers, timeframes, or prices | Claims are vague, and sections only make sense in full context |
| 7 | Entity clarity | One business name everywhere | Site, Google Business Profile, and directories match your ACRA-registered name exactly | Different name variants across your own properties |
| 8 | Entity clarity | Plain-language identity | One paragraph on your site states what you do, where, and for whom | A visitor needs three pages to work out what you actually sell |
| 9 | Entity clarity | Real people named | Founder or key staff named with roles and credentials | Anonymous “our team” with stock photos |
| 10 | Schema | Business schema in place | LocalBusiness or Organization schema validates with no errors | No schema, or schema with errors in Google’s test tool |
| 11 | Schema | FAQ schema on Q&A content | FAQPage schema wraps your genuine question blocks | Q&A content exists but carries no markup |
| 12 | Schema | Offer pages marked up | Service or Product schema on key offer pages | Offer pages are unmarked text |
| 13 | FAQ blocks | Real questions answered | Priority pages carry Q&A blocks matching how customers actually phrase things | FAQs are filler like “Why choose us?” |
| 14 | FAQ blocks | Answers are self-contained | Each answer works on its own, no “as mentioned above” | Answers depend on reading the rest of the page |
| 15 | FAQ blocks | FAQs stay current | Questions customers asked this past quarter appear on the site | The FAQ hasn’t changed since the site launched |
| 16 | Citation consistency | Listings agree | Name, address, and phone identical across your top ten directory listings | Different numbers or old addresses still floating around |
| 17 | Citation consistency | Google Business Profile alive | Complete profile with activity in the past 30 days | Incomplete, or last touched a year ago |
| 18 | Citation consistency | Reviews steady and answered | Fresh reviews coming in, responses posted | A handful of old reviews, no replies |
Check 2 deserves a story, because it catches even careful businesses. We’ve audited Singapore sites where the homepage proudly displays client counts and project numbers through animated counters. Fetch the page the way a crawler does, and every one of those numbers reads zero. The business told the truth. The website told the machines nothing.
Is Your Website Just a Brochure? The Three-Sign Diagnosis
This one’s for the trade and home services owners, because your industry has the highest brochure rate and the most to gain from fixing it.
Sign one: every page is about you, not the customer’s problem. “About us, our mission, our commitment.” Meanwhile the homeowner is asking “how much does aircon servicing cost for a 4-room flat,” and nothing on your site answers it.
Sign two: every page ends the same way. “Contact us for more information.” That sentence is an admission that the information isn’t on the page. AI engines can’t cite a phone call.
Sign three: nothing has changed in a year. Same pages, same photos, same paragraph written when the site launched. Engines read staleness as a signal too.
Sound familiar? Here’s the relieving part: you don’t fix a brochure site all at once. Pick your single most valuable service page and rebuild it to pass checks 4, 5, 6, and 11. One page, one afternoon. Our guide to getting cited by ChatGPT, Gemini, and Perplexity includes a worked before-and-after rewrite you can copy the pattern from. And because local signals carry AI local answers, the citation layer in checks 16 to 18 is the same groundwork covered in our local SEO service in Singapore, which is why trade businesses often see Map Pack and AI visibility move together.
Five Prompts to Test Your Visibility Right Now
The checklist scores your site. These prompts score your presence. Open ChatGPT and run them with your real details.
Ask: “Who should I hire for [your service] in [your area of] Singapore?” Then: “What does [your business name] do?” Then: “Is [your business name] reliable?” Then: “Compare [your business] with [your main competitor].” And last: “Best [your service] for HDB owners in Singapore.”
Record three things for each: were you named, was the information about you accurate, and who got named instead. The second question is the quiet killer. If ChatGPT describes your business wrongly or draws a blank, your entity layer is failing even if everything else passes.
But here’s what matters: run these monthly, not once. AI answers shift constantly, and a single screenshot proves nothing in either direction. The trend is the truth.
How Do You Audit Your SEO Agency for GEO Coverage?
You might be paying someone for SEO right now and wondering if any of this is covered. Fair question, and this checklist doubles as your audit.
Send it over and ask three things. Which of these 18 checks have you worked on in the last quarter, with examples? Show me the schema you’ve deployed and where it validates. And show me a prompt sample: which AI engines mention us, for which questions, this month?
An agency doing real generative engine optimization answers all three in a day, because the evidence already exists in their work. Long pauses and talk about “quality content” tell you the GEO on your invoice is a word, not a service. And one more test that costs nothing: check whether the agency itself shows up in AI answers. At Outrankco, our own local SEO page and AI SEO editorial earn citations in AI answers for agency queries, and we hold that as the minimum bar. An agency that can’t get itself cited shouldn’t be selling citations, and that includes us.
Frequently Asked Questions
How can I tell if AI search is why my Singapore business gets fewer enquiries?
How should a B2B company in Singapore structure content so AI engines cite it?
What content does a home services website need for AI engines to recommend it?
Is an AI search readiness audit worth paying for, or can I do it myself?
Your Score Is Your Starting Line
Eighteen checks, six layers, one honest hour. Crawlability so the engines can read you, answer-first content so they can quote you, entity clarity so they know who you are, schema so nothing gets misread, FAQ blocks that match real questions, and citations that agree with each other everywhere.
Run the checklist this week. Run the five prompts. Write both scores down, because in three months you’ll want the baseline.
And if your score stings and you’d rather not fix it alone, bring the marked-up checklist to Outrankco. We’ll tell you which failures are actually costing you enquiries, which can wait, and which you can fix yourself without paying anyone. That’s the straight talk, then the work.
