Getting cited by ChatGPT starts with the answer, evidence, and access
Getting a company page or article cited in a ChatGPT response is not a matter of inserting a special keyword. Review whether the public page is available for search, gives a clear answer to the question, and provides information a reader can verify.
Meeting those conditions still does not guarantee a citation for a particular prompt. Responses can change with the wording of the question, location, date, and information available at the time. Publish material that AI search and people can both use.
Google's guidance for generative AI search points site owners back to the same foundations: useful, distinctive content and a clear technical structure. See Google's official guide to generative AI search.
Define one question you expect a buyer to ask
Turn the vague goal of being mentioned into a question a prospective customer would actually ask. Without a defined question, a site often accumulates pages that repeat one another without giving any page a clear purpose.
For a web design company, the questions might separate like this:
| Buyer question | Page that should answer it | Information needed |
|---|---|---|
| What does a recruitment website cost? | Pricing or quoting guide | Price range, scope, and variables that affect cost |
| How should a company choose a recruitment website agency? | Comparison guide | Criteria, trade-offs, and selection process |
| Which agency fits our company? | Service and case-study pages | Industries served, work examples, scope, and limits |
Give each article one central question. Related questions can sit in headings or an FAQ, but a page with several different conclusions should be divided. This structure helps a person reach the answer they came for.
1. Show the conclusion directly after the heading
When a section starts with background, the reader has to hunt for the answer. Start each section with the conclusion, then provide the reason, applicable conditions, example, and evidence.
Less useful
Structured data has received more attention in recent years and is used across many search initiatives. Its relationship with AI search is often discussed.
Useful
Structured data alone does not make ChatGPT cite a page. It can help machines interpret information about an article, author, or organization, but it does not replace missing content or a page that cannot be accessed.
The second version gives the reader the conclusion first. The following paragraphs can then explain the markup in use, its relationship to the visible page, and how to check it. Google explicitly says that generative AI search does not require special markup. See its guidance on generative AI search.
2. Include the conditions and exceptions
A concise answer becomes misleading when it leaves out the conditions. Pricing, service areas, delivery times, usage limits, law, and safety all require the boundaries of a claim.
| Element | What to publish |
|---|---|
| Conclusion | What is possible or required |
| Scope | The people, product, region, or date the conclusion covers |
| Exceptions | Limits, extra costs, or cases where it does not apply |
| Evidence | Official documentation, measurement, contract terms, or date checked |
If a project takes six weeks, state the scope, source materials, approvals, and assumptions behind that timeframe. If the evidence is internal, state the period and number of cases reviewed. Put the decision-critical conditions in the page and link to detailed specifications or terms where necessary.
3. Put primary evidence near the claim
Earning a citation does not require a page full of statistics or outbound links. It does require that a reader can verify an important claim. Link to primary documentation near the relevant statement when discussing product behavior, pricing, law, or research.
For first-hand experience, publish when it was observed, who or what it covered, and the relevant conditions. A limit or exception can be as valuable as a positive outcome because it makes the boundary of the claim clear.
Google recommends content based on experience or expertise that adds value beyond a restatement of what is already online. Use its people-first content guidance as the standard. Add information the company can verify, not just conclusions borrowed from other articles.
4. Make the publisher and review status clear
Readers need to know who published the information, who reviewed it, and when it was last checked. Show an author or reviewer, the publishing organization, the original publication date, and an update date that reflects a real review.
An author name alone may not explain what that person can verify. Briefly state the relevant professional experience, subject expertise, or connection to the primary information. For service information, people should also be able to reach core company details such as a contact method, location, and terms.
Do not update a date merely to make information look current. Update it after checking pricing, specifications, policy, or research; for substantial changes, explain the revision in the body of the page.
5. Confirm that ChatGPT Search can access the page
Confirm that a public URL can be read without a login. Errors, regional restrictions, robots.txt, and failed JavaScript rendering can make a well-written page unavailable to search. Review noindex separately for pages intended to appear in conventional search results, including Google Search.
OpenAI documents OAI-SearchBot as the crawler for sites that appear in ChatGPT search. It is separate from GPTBot, which controls potential use for model training. Review search and training preferences separately. Check the current controls in OpenAI's crawler documentation.
| Check | What to verify |
|---|---|
| Public URL | The main content is readable without login and returns normally |
| robots.txt | OAI-SearchBot is not blocked by mistake |
| Robots meta tags | A page intended for conventional search does not carry noindex |
| Main content | The answer is not trapped only in an image or after an interaction |
| Canonical URL | Canonical and internal links point to the intended public page |
| Post-update review | The revision does not send people to an old URL or explanation |
For the wider set of robots, indexing, canonical, and initial-HTML checks, use our technical SEO checklist.
Allowing OAI-SearchBot does not guarantee a citation. It is one prerequisite for a page to be available as a possible search source. Address unintended technical blocks and content gaps as separate issues.
6. Keep company facts consistent across public sources
Review the company name, service name, location, intended customer, pricing, and scope across the pages you control. When something changes, update the company profile, service pages, pricing, FAQ, careers pages, and official social profiles in a planned order.
Where an industry body, customer, or editorial publication can substantiate a real achievement, link to it in a way people can verify. Do not create empty mention pages solely to collect links. Any third-party reference needs to match the actual service and supporting documentation.
7. Keep the question fixed and record what changes
One ChatGPT response is not enough evidence to judge visibility. The same question can produce different answers and sources across dates and contexts. Record the question, date, AI product, cited sources, and description of the company.
| Record | What it tells you |
|---|---|
| Exact question | The search intent being measured |
| Date and AI product | Whether the comparison uses the same conditions |
| Cited URLs | Whether the source is yours, a competitor's, or a primary source |
| Response summary | Whether the company is described accurately |
| Revision and publication date | What changed before a result changed |
| Visits and inquiries | Whether visibility supports a business outcome |
Citation volume alone does not establish that a page is useful. Also review whether visitors understand the information and take the next appropriate action.
For the access, answer, and evidence checks specific to Perplexity, read our guide to getting cited by Perplexity.
Review one existing page at a time
You do not need to rewrite every article at once. Select one existing page that supports an inquiry or purchase. Check its core question, answer, conditions, evidence, and access. Revise only the gaps you can identify, then record the result for the same question over time.
Please Cite Me! audits the access and content of a public URL to identify missing information and technical obstacles. Use the report to decide what needs attention before rewriting a page. It is useful for SEO and AI search teams!
About the author

Yuma Okamoto
Developer of Please Cite Me! and CEO of Abeam Tech Inc.
University of Tokyo graduate focused on web product development, SEO, and information architecture for AI search, with a particular interest in how web content is understood and cited by search engines and AI.
X / @okamoto_yuma_Frequently asked questions
Is allowing OAI-SearchBot enough to get cited by ChatGPT?
No. Allowing OAI-SearchBot is one control that makes a page available for ChatGPT Search. It does not guarantee a citation. Relevance to the question, specific content, evidence, and other available information also matter. Review the setting and the page separately.
Does llms.txt make ChatGPT cite a page?
It does not guarantee a citation. Google says that it does not use llms.txt or similar special files for visibility or ranking in its generative AI search features. See Google's guidance on generative AI search. Check public access, the answer to the question, conditions, and evidence first.
What should I do if AI search describes my company incorrectly?
Confirm that your company name, service scope, pricing, and contact details agree across your own site. Rather than rush to publish a correction page, update the authoritative company pages and link related content to them. Record how the response changes for the same question over time.
What should I check when ChatGPT has never cited my site?
Choose one target question and locate the answer on your public page. Confirm that the main content is readable without a login, OAI-SearchBot is not blocked by mistake, and the page includes its conditions and evidence. Audit one page at a time rather than changing the whole site at once.
Sources
Please Cite Me!
Audit your page for AI search
Please Cite Me! reviews a public page's technical access and editorial clarity, then turns the evidence into a prioritized report.
Audit a page