How to get cited by ChatGPT: the complete playbook (2026)

Most advice on getting cited by ChatGPT is a list of rituals: add an llms.txt file, add schema markup, rewrite your homepage “for AI”. None of those move citations much. What ChatGPT actually cites is far more ordinary, and far more work.

It cites pages that answer the question a buyer typed, from sites it can crawl, and it leans heavily on what other sites say about you. Get those three things right and you show up. Skip any one of them and you don’t.

This is the playbook for founders and marketing leads who want ChatGPT to name their brand when buyers ask for a recommendation, and want a plan they can run in a quarter.

How ChatGPT decides what to cite

ChatGPT answers in two ways. Sometimes it answers from what the model learned in training. When a question needs current information, it searches the web, and that is where citations come from.

When it searches, OpenAI says ChatGPT “rewrites your query into one or more targeted queries” and sends them to its search partners, which include Microsoft. So a buyer asking “what’s the best CRM for a 6-person team that hates admin?” triggers several shorter searches behind the scenes. Pages that rank for those searches, and answer them cleanly, become the sources.

Two outcomes are worth separating from day one:

• A brand mention is ChatGPT naming you in the answer.
• A linked citation is ChatGPT showing one of your pages as a clickable source.

You can get either without the other. Well-known brands get named from memory with no link. A good guide can be cited as a source while the answer recommends someone else. Track both, separately.

The 3 things that have to be true

1. Reachable. ChatGPT’s search crawler can fetch your pages and read the text without running JavaScript.
2. Relevant. You have a page that answers the specific prompt, not just a homepage that mentions the category.
3. Referenced. Other sites, reviewers and community threads name you. In a University of Toronto study, 57% of the sources GPT-4o cited were independent publishers and review sites, against 41% for Google.

Most brands work only on number 2, and only on their own site. Number 3 is where most citations are won, which is why the playbook spends the most weeks on it.

Phase 1: Make sure ChatGPT can reach you (week 1)

This is an afternoon of work, and it is a hard gate. OpenAI is explicit that sites that block its search crawler, OAI-SearchBot, “will not be shown in ChatGPT search answers”.

1. Allow the AI search crawlers in robots.txt. Add these lines to your robots.txt. GPTBot is OpenAI’s training crawler and a separate decision: you can allow search while blocking training.

User-agent: OAI-SearchBot
Allow: /

User-agent: ChatGPT-User
Allow: /

User-agent: PerplexityBot
Allow: /

User-agent: Claude-SearchBot
Allow: /

# Optional: block model training but keep search
User-agent: GPTBot
Disallow: /

OpenAI says robots.txt changes take about 24 hours to apply.

2. Check your CDN isn’t blocking them anyway. Cloudflare, Vercel and most hosts have bot-protection settings that can block AI crawlers even when robots.txt allows them. Open your bot settings and make sure AI search crawlers are allowed.

3. Get indexed by Bing. Microsoft is one of ChatGPT’s search partners. Verify your site in Bing Webmaster Tools, submit your sitemap, and turn on IndexNow so new pages are picked up in hours.

4. Run the view-source test. Open your most important page, view the source, and search for a sentence from the body. If you can’t find it, the text is loaded by JavaScript and many AI crawlers see an empty page. Ask your developer to render that content on the server.

5. Skip llms.txt. Four large studies found AI search crawlers almost never request it. The full breakdown is in does llms.txt work?

Phase 2: Build your prompt list (weeks 1–2)

Keywords are what people type into Google. Prompts are what they say to ChatGPT: longer, more specific, and more often a comparison. You need 20–30 prompts written in your buyers’ words. Pull them from four places:

• Sales calls. The questions prospects ask before they buy, word for word.
• Support tickets. “Can it do X?” and “how do I Y?” questions.
• Reddit thread titles in your category. Search site:reddit.com [your category] on Google and copy the questions.
• Google’s “People also ask” box on your three most important keywords.

Sort them into five types. Each type tends to cite a different kind of page, which tells you what to build:

Run your baseline. Ask every prompt in a temporary or logged-out chat in ChatGPT, then in Perplexity and Gemini. Your own account is personalised by your chat history, so it shows you a flattering answer. Log the results in a sheet like this:

By the end of week 2 you should know which prompts you’re missing from, and exactly which pages get cited instead. That sheet drives Phases 3 and 4.

Phase 3: Publish the pages answers are built from (weeks 2–6)

In Something Inc’s study of 4,100 B2B queries across ChatGPT, Perplexity, Claude and Google AI Mode, comparison and alternatives content took 33% of all citations, more than any other format. How-to guides took 21%, product pages and docs 18%, research 16% and community threads 13%. Build in that order.

Comparison pages (“[you] vs [rival]”). One page per real competitor your buyers ask about. Use this outline:

H1: [You] vs [Rival]: which is better for [use case]?

1. The verdict in 2 sentences (who should pick which)
2. Side-by-side table: price, seats, key features, integrations, support
3. Where [Rival] is the better choice (be honest)
4. Where [You] is the better choice
5. What it costs at 5, 20 and 50 seats
6. How to switch, and how long it takes
7. FAQ (5 questions buyers actually ask)

Section 3 is the one most brands skip and the one that makes the page credible. A comparison that never admits the rival wins anywhere reads like an ad, to people and to models.

Alternatives pages (“[rival] alternatives”). List 5–8 options including yourself, grouped by why someone is leaving the rival: too expensive, too complex, missing a feature. Buyers looking for alternatives already know what they dislike, so organise the page around that.

Answer-first writing on every page. When ChatGPT searches, it pulls passages. A passage that answers the question on its own gets cited; one that needs three paragraphs of context doesn’t. Compare:

Put checkable facts on the page. Prices with the month you checked them, seat limits, named integrations, setup time. The original GEO research paper found content changes like these could lift visibility in AI answers by up to 40%. Vague claims (“powerful”, “best-in-class”) give a model nothing to quote.

Date and refresh your key pages. AI answers favour newer pages. In the Toronto study, the median page GPT-4o cited for consumer-electronics queries was 79.8 days old, against 130.4 days for Google’s results. Update comparison and pricing pages at least quarterly and show the date.

Phase 4: Get named on pages you don’t own (weeks 4–12)

This is the phase that moves the answer. Ahrefs’ study of 75,000 brands found branded web mentions correlated 0.664 with visibility in Google’s AI Overviews, three times more than backlinks (0.218). Brands in the top quarter for mentions averaged 169 AI Overview mentions; the next quarter averaged 14. Being talked about is the lever.

1. Get onto the lists that are already cited. Your Phase 2 sheet shows the exact listicles and comparison posts ChatGPT cites for your prompts. Contact each author with something worth their time:

Subject: A gap in your [category] list

Hi [Name],

Your “[article title]” comes up a lot when people ask AI tools about [category], so it clearly gets read.

One thing it doesn’t cover: [specific use case or buyer type]. We built [product] for exactly that, and [one concrete fact: price, a result, a feature the others lack].

Happy to set you up with a full account to test it. If it doesn’t earn a spot, no hard feelings.

[Your name], [role] at [company]

Send 10 of these a week. Most won’t reply. Each one that does can keep you in AI answers for months.

2. Join the Reddit threads where your prompts are asked. Reddit was the single most-cited domain in Profound’s analysis of 4 billion AI citations. Find the threads from your baseline, answer the question properly, say who you are, and mention your product only where it genuinely fits. New accounts get filtered fast, so read why Reddit posts get removed before you start.

3. Earn reviews where they’re cited. If G2, Capterra or a niche review site shows up in your baseline, ask your happiest customers for reviews there, not everywhere.

4. Say something worth quoting. Original data, a benchmark, a strong opinion on a podcast or in a guest post. A small, specific dataset about your category gets picked up by other writers, and their pages get cited.

By week 12, aim to be named on at least 5 of the third-party pages from your baseline, and to be a regular in the 3–5 Reddit threads that matter most.

Phase 5: Measure what changes (monthly)

Re-run your prompt list on the first Monday of every month, logged out, and update the sheet. Watch these:

Bing Webmaster Tools has a free AI Performance report that counts how often Microsoft Copilot cites your pages. It’s the closest thing to a citation counter you can get today:

Add a “ChatGPT” option to your signup survey today. AI-driven signups often show up as direct traffic in analytics, so asking is the most reliable way to count them.

Common mistakes

• Only optimising your homepage. ChatGPT cites specific answer pages and third-party pages far more than homepages.
• Writing comparisons that never admit a weakness. They read as ads and don’t get quoted.
• Tracking one prompt. One prompt is a coin flip. Twenty to thirty is a trend.
• Blocking AI crawlers by accident. A CDN bot setting quietly undoes your robots.txt.
• Quitting at week 6. Third-party mentions take weeks to be published and more weeks to be picked up. Most of the movement comes after month 2.
• Ignoring what ChatGPT says about you. Adrian Holovaty found ChatGPT was sending people to his product Soundslice for a feature it didn’t have, and ended up building it. Check what it says about your pricing and features, not just whether it names you.

The long game

Getting cited by ChatGPT isn’t a trick you apply once. It’s the compound result of being reachable, publishing the clearest answers in your category, and being the brand other people mention when the topic comes up.

The pages you publish this quarter keep getting retrieved. The lists you get added to keep getting cited. The Reddit answers you write keep ranking. Start with Phase 1 this week: it takes an afternoon, and nothing else works until it’s done.