Surely this is just SEO. That is a fair objection. Your website still needs useful pages, clear wording and sensible technical setup, so some of the work looks familiar.
But the target is different. You are not trying to submit a company to a ranking system. You are making it easier for an assistant to identify your business, answer a buyer's question and choose a source to cite.
There is no business registration route described in the information we have measured here. The practical work is on your own site: business identity, plain explanations, crawler access and pages that answer buyer questions.
ChatGPT business registration
The nearest real equivalent is a well-described public business, not an account setting or application page. Put the important facts on your site, then make sure the relevant pages can be reached and read.
The opportunity is wider than one assistant. CiteGraph's scan data records 45,309 citations across 7,260 AI answers. Those answers came from 60 scans of 41 sites in 44 categories and covered 442 distinct buyer questions.
The engines cited 7,624 distinct domains and 16,506 distinct pages. The leaderboards show where citations concentrate across that wider source set.
Organization schema
Organization schema is the closest technical equivalent to telling a machine who your business is. It gives a page structured information about the organisation behind the site, rather than leaving every fact buried in prose.
Treat it as identification, not admission. Adding it does not register your company with ChatGPT, and it does not guarantee a mention or citation.
In the AI readiness checks, Organization schema passed on 72 of the 120 audited sites and failed on 46. That leaves a sizeable group where the site's machine-readable business identity needs attention.
A high pass rate would not mean every page you care about is covered. Check the specific organisation, product and service pages, and make sure the structured details agree with the visible text.
Plain business statement
A plain statement is often more useful than a slogan. Say what the business is, who it is for, what it costs and what buyers compare it with when comparison matters.
Put those facts in visible page text. Do not make a visitor, crawler or assistant infer the offer from a logo, a tagline or a maze of navigation.
This was one of the weakest checks in the 120-site sample. Only 20 sites passed the check for a plain statement of what the business is, for whom, at what price and against what. Another 43 failed, while 55 received a warning.
The surrounding page signals were stronger. Title and description wording passed on 92 sites, one clear H1 passed on 100, and the homepage answered a plain request on 118.
A neat homepage that avoids saying what you sell is still avoiding the job.
Here is a worked example. Imagine a small SaaS company deciding what to fix before it spends time on new content.
First, it checks Organization schema. The sample records 72 passes and 46 failures out of 120 sites, so the company checks its organisation details and whether they match the visible business information.
Next, it checks the plain business statement. Only 20 of 120 sites passed that check, while 43 failed and 55 warned. The company therefore writes one visible explanation covering its audience, offer, price and relevant alternatives.
Then it checks Product or SoftwareApplication schema. The result was 60 passes and 58 failures, with no warnings in the sample. The company reviews the product page rather than assuming that Organization schema describes the product too.
It checks whether buyers' questions are answered on the page. That check passed on 56 sites, failed on 0 and warned on 62, so the company adds direct answers where the page currently relies on a sales conversation.
Finally, it checks access. AI crawlers were allowed in robots.txt on 115 sites, while 5 failed, so the company confirms that its important pages are not blocked. The decision is to fix clarity and product representation first, then verify access on the pages it wants cited.
These figures describe the sample, not the hypothetical company. They help set an order of work. They do not prove that any one fix will produce a citation.
| Readiness check | Passed | Failed | Warned |
|---|
| Organization schema | 72 | 46 | 0 |
| Plain business statement | 20 | 43 | 55 |
| Product or SoftwareApplication schema | 60 | 58 | 0 |
| llms.txt | 66 | 0 | 54 |
| AI crawlers allowed in robots.txt | 115 | 5 | 0 |
| The site's own pages get cited | 5 | 10 | 5 |
Results from the 120 sites audited in the CiteGraph readiness checks.
Crawler access
Crawler access is the quiet prerequisite. If an AI crawler cannot reach a page, that page has little chance of becoming a source for an answer.
AI crawlers were allowed in robots.txt on 115 of the 120 audited sites. Five failed this check, making access one of the stronger results in the sample.
Check the pages that matter, including pricing, comparison, service and product pages. A site can allow crawlers while still making useful information difficult to reach.
The other technical checks show why page-level inspection matters. Canonical and Open Graph tags passed on 91 sites, with 27 warnings. Content was present without JavaScript on 91 sites, while 18 failed and 9 warned. A sitemap was published on 99 sites, with 21 warnings.
The methodology explains how these readiness checks are measured. The homepage answered a plain request on 118 sites, but that result does not tell you whether every important page is equally clear or reachable.
Citation evidence
Our data measures whether pages appear as sources in AI answers. It does not show that adding Organization schema caused a citation, or that allowing a crawler caused a recommendation.
This is a sample of 120 sites, not a claim about every site. We have not measured whether schema causes citations, only that both exist in the same sites.
The site's own pages were cited in only 5 of the 120 readiness checks. Ten failed that check and 5 warned, so technical completion is not the finish line.
Questions answered on the page passed on 56 sites, while 62 warned. Comparison or alternatives pages passed on 54, failed on 20 and warned on 46.
Those are the places where a buyer's wording and your page's wording need to meet. If buyers ask which tool suits a particular use, an alternatives page can address that request directly. If they ask what your service costs or who it is for, put those facts on the page rather than making the answer depend on a sales call.
The weekly research on who owns AI answers covers the wider citation data. The free AI visibility checker is the focused place to inspect a site.
No result can promise that ChatGPT will recommend you. A useful result can show whether your business is identifiable, reachable and useful as a source.
Validate Business Signals and Crawlable Buyer Content
- Add or check Organization schema, then compare it with the business details visible on your site.
- Write one plain statement covering what you do, who it is for, what it costs and what buyers compare it with.
- Check robots.txt, important page links and the pages that answer buyer questions. Confirm that the content is present without JavaScript where it needs to be read.
Cite this: CiteGraph, “Can you register your business with ChatGPT?”, 10 Sept 2026, https://www.citegraph.app/blog/can-you-register-your-business-with-chatgpt