CoreCited
Guide

Getting named by ChatGPT

How ChatGPT decides which brands to name, what its browsing mode can and cannot see, and how to check where you stand.

Updated 9 min read7 sections

ChatGPT names brands from two places: what it learned during training, and what it reads when it browses the web mid-answer. You cannot submit to either. What you can do is be described clearly on the pages it reaches for — and most of those pages are not yours.

That is the whole of it, and the rest of this page is the detail. There is no ChatGPT ranking factor, no index to join and no paid placement in the answers, whatever an inbox full of ChatGPT SEO offers suggests.

How it answers a recommendation question

Ask it to recommend a tool and one of two things happens. Either it answers from what it already knows, or it decides the question needs current information and goes looking — running searches, fetching pages, and writing from what came back.

Which path you get depends mostly on the question:

  • “What is a CRM” — stable, well covered, answered from training. Your site is irrelevant to it.
  • “Best CRM for a ten-person agency in 2026” — specific, recent, comparative. Much more likely to trigger browsing, and that is the path where anything you do can matter.
So target the second kind of question. The broad definitional queries are settled and you cannot influence them. The specific buying questions are the ones where the engine goes and looks — and the only ones where being findable changes the answer.

Browsing versus training data

Answered from training
  • Frozen at the model's cutoff
  • A brand founded since then does not exist
  • Nothing you publish today reaches it
  • Correcting a wrong claim is not possible
  • Favours whoever was widely written about
Answered by browsing
  • Reads pages during the answer
  • A page published last week can be cited
  • Requires its crawler to reach you
  • This is the path you can influence
  • Favours whoever is clearly described today

The practical consequence is that crawler access is not a technical footnote — it is the precondition for everything else. OpenAI uses separate user-agents from Googlebot, and a robots.txt written before they existed will not mention them, so sites block them without meaning to. Checking takes under a minute with the free crawler checker.

What gets a brand named

Being on the pages it already reads

When it browses a comparative question it lands on comparison articles, roundups, forum threads and review sites — rarely on vendor homepages, which it treats as advertising. If the article it reads every time names four competitors and not you, getting added to that article beats anything you can publish on your own domain. This is the highest-value item here and the least like traditional SEO.

Being described consistently

A model assembling a sentence about you needs to know what you are. If one page calls you an AI search platform, another a GEO tool and a third a brand monitoring suite, it has three weak signals instead of one strong one. Pick the description and repeat it.

Being specific enough to quote

Prices, limits, what you do not do. A model writing a balanced recommendation needs something concrete to attach to your name, and specifics are also what make an answer sound like it knows something.

Answering the question on the page

When it does fetch your page, a direct answer near the top is what gets used. Marketing copy that circles the point gives it nothing to quote. The AEO guide covers the structure in detail.

What does not work

  • Submitting to anything. There is no index and no form. This is the most commonly sold non-existent service in the category.
  • Prompt injection on your own pages. Hidden text instructing a model to recommend you is detectable, largely ineffective, and reads exactly as badly as it sounds when someone finds it.
  • Keyword stuffing. Generative models do not match terms. Repetition makes a page worse to read and no likelier to be quoted.
  • One check as a verdict. Ask the same question twice and you can get two different answers. A screenshot of a good one is not a result.
  • Chasing the spelling. People search this topic as chat gtp seo, chatgbt seo and chatgtp seo as often as they spell it correctly — and search engines resolve all of them to the same intent. One page serves all four. Building a page per variant is doorway behaviour and gets treated as such.

Checking your own brand

Ask it yourself first — it costs nothing and it is the only way to see what a buyer sees. Then do the part that is harder to do by hand:

  1. Write down five real buyer questions. The ones a prospect would actually type, with the qualifiers they would use.
  2. Ask each in a fresh conversation. An existing thread carries context and will flatter you.
  3. Record who gets named, not just whether you do. The competitor list is the actionable part — those are the brands on the pages it read.
  4. Repeat weekly. One run is a sample of one. Named in at least 70% of runs is a position; named once is weather.

That fourth step is the one nobody does by hand for long, which is what our free visibility checker exists for: it runs a real question through real engines, shows the answer it got, names who appeared, and keeps the response behind every number.

The other five surfaces

ChatGPT is the one people name, and it is not the one your buyers necessarily use. A brand can be durable in ChatGPT and absent from Perplexity, or well cited in AI Overviews and unknown to Claude. Optimising for one and reporting it as your AI visibility is the most common mistake in this category.

ChatGPT
Browses when asked
Reads the live web
Perplexity
Always web-grounded, always cites
Reads the live web
AI Overviews
Grounded in Google's index
Reads the live web
AI Mode
Conversational, same index
Reads the live web
Gemini
Browses when asked
Reads the live web
Claude
Largely from training
Mostly training data

A brand can be durable on one of these and invisible on another. One score across all six hides which.

The GEO guide covers how to work across all six, and why a single blended score across them hides the thing you needed to know.

Questions people ask

Can I submit my brand to ChatGPT?

No. There is no submission form, no index to be added to, and no paid placement in the answers. Anyone offering to get you listed is selling something that does not exist. What you can do is be present and well described on the sources it reads.

Does ChatGPT use Google's rankings?

Not directly. When it browses it runs its own searches through a search partner and reads the pages it retrieves, so results correlate with conventional rankings without being drawn from them. Ranking well makes being read more likely; it does not decide the answer.

How often does the training data update?

Irregularly, and never on a schedule you can plan around. That is why the browsing path matters more for anything recent: a brand founded after a model's cutoff simply does not exist to it unless it goes and looks.

Should I write content specifically for ChatGPT?

Write for the question, not the engine. The pages that get named are the ones that answer a buyer's question clearly enough to be quoted — which is the same page that serves a human reader. Content written to flatter a model reads like it, and models are unusually good at noticing.

Does blocking GPTBot remove me from ChatGPT?

It stops your pages being fetched when it browses, so you lose the route that matters most for anything recent. It does not remove you from what the model already learned, and it does not stop other sites describing you. It is a real trade with a real cost on both sides — make it deliberately rather than by inheriting an old robots.txt.

How many prompts should I track?

Start with five real buyer questions rather than fifty keyword variants. The value is in watching the same question over time, not in covering more ground once — a single run on fifty questions tells you less than twelve runs on five.

Find out whether AI names you

Run one question through real AI engines and see the answer they give, who gets named in it, and whether you are in there at all. No account, no card.