How to get cited by ChatGPT in 2026: a B2B SaaS playbook

ChatGPT cites a page when three things are true: it can find the page, it can read the page, and the page answers the question better than the alternatives. Most B2B software sites that are never cited fail on the first two. Those are technical problems, and they are quick to fix.

This guide covers how ChatGPT finds its sources, a seven-point check for a site that is not being cited, what makes a page easy to quote, what is still unproven, and a 30-day plan.

#How ChatGPT finds its sources

ChatGPT answers in two ways, and only one of them produces citations.

• From memory. The model answers from what it learned in training. There are no links, and the knowledge is months or years old. A company that launched recently is simply not there.
• With search. ChatGPT looks things up, reads a handful of pages and links to the ones it used. This is where citations come from.

When it searches, OpenAI says it draws on third-party search providers and on content from partners, and its help pages name Bing as one of those providers. It also runs its own crawler for search. Independent analyses published in 2026 suggest the mix is shifting toward OpenAI's own index. Nobody outside OpenAI knows the exact proportions, and they change.

The practical point is simple. You cannot choose which index a given answer uses, so you need to be in all of them.

OpenAI documents its crawlers, and they do different jobs.

Allowing GPTBot is a business decision. Allowing OAI-SearchBot is the one that matters for being cited.

After retrieval, the model chooses which pages to use. How it chooses is not documented. What follows in this guide is a mix of what OpenAI and Google have published and what is widely observed. We say which is which.

#Why isn't my SaaS cited by ChatGPT? A seven-point check

Work through these in order. The early ones are the most common and the cheapest to fix.

#1. A crawler is blocked

Open yoursite.com/robots.txt and look for rules that disallow OAI-SearchBot. Then check your CDN or firewall. Several hosting and security providers now offer a setting that blocks AI crawlers, and on some it is switched on by default. A site can be blocked without anyone having decided it should be.

To allow OpenAI's crawlers:

User-agent: OAI-SearchBot
Allow: /

User-agent: ChatGPT-User
Allow: /

User-agent: GPTBot
Allow: /

OpenAI says a robots.txt change can take about a day to take effect.

#2. You are missing from a search index

Search for site:yoursite.com on Bing, then on Google. If Bing returns nothing, you have found a likely cause.

It is easy to be well indexed by Google and absent from Bing. They are separate indexes, and many teams only ever set up Google Search Console. The fix takes a few minutes:

1. Open Bing Webmaster Tools and add your site. It can import a verified site directly from Google Search Console.
2. Submit your sitemap.
3. If your platform supports IndexNow, switch it on so new and changed pages are reported automatically.

Bing's index also feeds Microsoft Copilot, so this step helps in more than one place.

#3. The text is not in the HTML

Many web apps build the page in the browser with JavaScript. Most AI crawlers are reported not to run JavaScript, so they receive an almost empty page.

To check, open the page, choose "View page source" and search for a sentence from your main content. If it is not there, the crawler cannot see it either. Server-side rendering or static generation for your marketing pages fixes this.

#4. The page does not answer the question

A page that opens with a slogan gives the model nothing to quote. Compare two openings for a pricing page.

Hard to quote: "We help modern teams move faster."

Easy to quote: "Acme is scheduling software for field service teams. Plans start at $49 a month for five users, and every plan includes route planning and customer text reminders."

The second one states what the product is, who it is for and what it costs. A model can lift it into an answer and link to the page.

#5. The question is a "best tool" question

Ask ChatGPT for "the best scheduling software for plumbers" and look at the sources. They are usually comparison articles, directories, review sites and community threads. Vendor home pages rarely appear, because a vendor is not a neutral source on that question.

For these questions the route to being named is to appear on the pages that already get cited. More on that below.

#6. ChatGPT did not search

For many questions ChatGPT answers from memory, with no search and no links. If your company is young, it will not be mentioned in those answers, and nothing on your site changes that quickly. When you test, turn search on so you are testing the part you can influence.

#7. You tested once

Answers vary from run to run, between accounts and over time. One test on one afternoon proves very little. Run each question several times and keep a record.

#What makes a page easy to cite

None of these is a trick. They make a page clearer for people as well.

• Answer first. Put a direct answer of two to four sentences at the top of the page, before any introduction.
• Be specific. Prices, limits, durations, supported integrations. A page that states concrete facts gives the model something to quote. A vague page does not.
• One question per page. A page that tries to answer everything is the best answer to nothing.
• Use the words buyers use. Phrase headings and FAQ questions the way people ask them: "How much does X cost?" and not "Pricing philosophy".
• Put comparisons and prices in tables. Tables are easy to lift accurately.
• Show your sources. Link to primary sources for facts and figures. A study from Princeton and others tested ways of improving visibility in AI-generated answers and found that adding citations, quotations and statistics helped most, by up to 40 percent in their tests. Results varied by topic.
• Keep it current. Show when the page was last updated, and mean it.

#Where structured data fits

Structured data, such as FAQ, Article and Organization markup, helps search engines read a page correctly. It should describe what a visitor can actually see on the page.

It is not a switch for citations. Google says no special markup or files are needed to appear in its AI features, and that a page mainly needs to be indexed and eligible to appear in search. Treat structured data as good hygiene. Our guide to the minimum schema for a SaaS homepage covers what to add.

#What happens away from your site

For "which tool should I use" questions, the pages that get cited are mostly not yours. So part of the work is elsewhere.

• Find out which pages are cited for your category. Run your buyer questions and write down the sources. That list is your target list.
• Get onto the lists and directories that appear. Many accept submissions or corrections. Give them accurate, specific information.
• Be present where buyers ask. OpenAI has a content partnership with Reddit, and community threads are commonly cited for software questions. Answer questions usefully and say who you are. Do not post promotional links, which get removed and are remembered. Our Reddit guide covers how to do this well.
• Ask partners to describe you accurately. Integration pages and partner directories are third-party pages too.

This part is slow. It is also the part that is hardest for a competitor to copy.

#What is unproven, and what to ignore

• llms.txt. A plain-text summary of your site for AI systems. It is a young convention, and no major AI provider has confirmed using it to choose what to cite. It is cheap to add, so we add it, but do not expect it to change your citations on its own. See how to write llms.txt.
• Tools that rewrite your content "for AI". Clear writing with real specifics is what gets quoted. A rewrite that adds keywords does not help.
• Markup on thin pages. FAQ markup around weak answers is still a weak page.
• Pages made from a template with one word swapped. These add volume, not answers.
• Paid citations. OpenAI began showing ads in ChatGPT in 2026 and says they are labeled, separate from answers, and do not influence them. An ad is not a citation, and nobody can sell you one.

#How to check and measure

1. Write a question list. Fifteen to twenty-five questions your buyers would really ask, including some "best tool for" questions and some about your own product.
2. Run them with search on. For each, record one of three results: cited with a link, mentioned without a link, or absent.
3. Note who is cited in your place. This tells you which pages to get onto.
4. Repeat monthly, on the same list, so that changes are visible.
5. Watch the visits. Google Analytics now has an AI Assistant channel that includes visits from ChatGPT. See tracking AI search traffic in GA4.

If the list grows, there are tools that run the questions for you. We compare the options in how to track LLM citations.

#A 30-day plan

Week 1: access and indexing.

• Check robots.txt and firewall rules for OAI-SearchBot.
• Check site: results on Bing and Google. Set up Bing Webmaster Tools and submit your sitemap.
• Confirm your key pages have their text in the HTML.
• Run your question list once and save the results as a baseline.

Week 2: answers.

• Add a direct answer to the top of your home page, pricing page and each product or service page.
• State prices, limits and timelines plainly wherever you can.

Week 3: questions and markup.

• Add a short FAQ to each key page, using the questions buyers ask.
• Add structured data that matches what is on the page.

Week 4: away from your site.

• From your baseline, list the pages cited for your category.
• Submit or correct your entry on the directories and lists among them.
• Re-run your question list and compare it with the baseline.

Technical fixes are usually picked up within weeks, as crawlers revisit. Being named regularly depends on your content and on what others say about you, and that builds over months.

#If you would like help

Everything above can be done by your own team. If you would like it checked for you, our AI search visibility audit is a one-week review for a fixed $1,800. It covers crawler access, indexing on Google and Bing, structured data, content structure and a baseline of where AI assistants mention you today, and it ends with a prioritized fix list your developers can act on. We do not promise citations. Nobody honestly can.

To talk it through first, book a free 20-minute call.

#Bottom line

Being cited starts with being findable and readable: the right crawler allowed, your pages in Bing and Google, and the text in the HTML. After that it is about answering one question per page, plainly and with specifics, and being present on the third-party pages that AI answers already rely on. Check the technical points this week. They are the most common cause and the fastest fix.