ChatGPT optimization

What does ChatGPT optimization look like on real questions?

It starts with a diagnosis, because the same goal fails for three different reasons:

• Not read

  What the answers show

  ChatGPT never links your site for the question, even where a page of yours answers it

  The fix

  access first: OAI-SearchBot allowed, content in the HTML

• Read but not credited

  What the answers show

  ChatGPT links your page but writes its sentence without your name

  The fix

  put the brand inside the passage it quotes

• Sourced elsewhere

  What the answers show

  ChatGPT builds the answer from a kind of source you are not, such as the platform's own documentation or review sites

  The fix

  get onto those sources; no edit to your page changes that preference

The answer above is a real case of the third. Asked "how to rank in ChatGPT for B2B SaaS" on 3 October 2026, ChatGPT cited OpenAI's help centre and Semrush, and warned that OpenAI publishes no formula to game. Across the 24 answers both engines gave to that question in the 30 days to 4 October 2026, read over the Attensira MCP, Ahrefs was named in 6 and Attensira in none. On ChatGPT the most influential source was help.openai.com, with 72 of 321 citations.

Perplexity answered the same question from a different shelf: agency blogs, LinkedIn posts and Ahrefs, with linkedin.com holding 17 of its 120 citations. ChatGPT optimization is its own job.

What is ChatGPT optimization?

It is generative engine optimization aimed at one engine. The goal is two outcomes, measured separately: ChatGPT names your brand in the answer, and links one of your pages. It works through three levers.

1. Access. ChatGPT can only read what OpenAI's search agent can fetch. OpenAI documents OAI-SearchBot as the agent that surfaces websites in ChatGPT search, and says sites opted out of it will not be shown in ChatGPT search answers. GPTBot is a separate training crawler; blocking it does not remove you from search. Allow OAI-SearchBot in robots.txt, serve the content in the HTML rather than only through scripts, and give it a day: OpenAI says robots.txt changes take about 24 hours to apply.

2. The passage. ChatGPT reads passages and writes its own sentences. If the sentence it relies on says "plans start at a fixed monthly fee", the answer can state your price without your name. Put the brand inside the claim, answer the question in the first sentences under a heading that asks it, and keep each qualifier with its claim. See AI response optimization.

3. The sources ChatGPT already prefers. For some questions ChatGPT leans on a particular kind of source. For "how to get cited by ChatGPT" it is OpenAI's own documentation, as the band below shows. For buying questions in our category it is often review sites, comparison articles and vendor blogs. Being listed, quoted or reviewed on those pages is how you get into answers your own site cannot win. See source citation.

What does OpenAI say about optimizing for ChatGPT?

Very little, and that is informative. OpenAI publishes its crawler names, their jobs and how robots.txt applies to each. It publishes no ranking factors, no markup and no special file format for ChatGPT. Anyone selling a "ChatGPT ranking trick" is selling a guess. The documented levers are access and content.

How do you measure ChatGPT optimization?

By asking ChatGPT your buyers' questions repeatedly and reading the answers, because ChatGPT reports nothing to you. Record two rates per question, named and linked, each with the number of answers behind it, and note which sources decided each answer. Compare before and after a change, and treat a small movement on a small sample as noise until it clears a significance test. See AI search performance.

What are the objections to optimizing for ChatGPT?

"We rank on Google, so ChatGPT will find us." ChatGPT has its own search pipeline and its own source preferences, and even when it finds a page, linking it is not the same as naming the brand behind it.

"Just add schema." Structured data describes what the page says. It does not put your name into ChatGPT's sentence.

"Block GPTBot to protect content, keep everything else." That is a legitimate choice and does not affect ChatGPT search, as long as OAI-SearchBot stays allowed.

"Optimise once and move on." ChatGPT's answers vary run to run and change as models and indexes update. Read them daily.

How does Attensira optimize for ChatGPT?

Attensira reads your buyers' questions on ChatGPT every day, records named and linked rates with the sample size, and lists the sources that decided each answer. The crew diagnoses which of the three levers is blocking you, then does the work: fixes access, rewrites the passage ChatGPT quotes so your brand is in it, or gets you onto the sources ChatGPT cites. Each change ships after your approval and is measured before and after, so you can see which lever moved the number. That is the service of an SEO agency at the price of a tool. Content optimization shows how a passage rewrite is drafted and approved, and ChatGPT visibility has the details for this engine.