Field notes · AI agents, Hermes & Claude Code By Julian Goldie

How To Rank In ChatGPT: The 10-Step Operator Run Sheet For Crawl Access, Citable Pages And Tracking (2026)

Three layers decide whether ChatGPT can cite you: access, quality and measurement. Here is the order I work through them, with the exact lines and checks.

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How to rank in ChatGPT is an operator job with three layers: open the door to OpenAI's search crawler, publish pages worth citing, and track what actually gets referenced.

Nobody can promise you a spot in an answer, and OpenAI's own web search help article states that placement is not guaranteed.

What you can control is eligibility, quality and measurement, and this is the exact run order I use for each layer.

If you want a second pair of eyes on your domain before you start, grab a free SEO strategy session with my team.

What "Ranking" Means Inside A ChatGPT Answer

ChatGPT does not show ten blue links in a fixed order.

When a question needs fresh information, it searches the web, writes an answer and attaches citations to the sources it used.

So "ranking" here means two things: getting cited inside the answer, and getting listed under Sources.

OpenAI says it orders search results using several factors meant to surface relevant, reliable information, and it publishes no list of those factors.

Treat anyone who claims to know the exact formula with caution.

Step 1: Audit Your robots.txt For OpenAI's Three Agents

OpenAI runs separate agents, and its crawler overview explains that each robots.txt setting works on its own.

Here is the job each one does:

  • OAI-SearchBot surfaces sites in ChatGPT search. Block it and your pages will not be shown in search answers, though they can still appear as navigational links.
  • GPTBot collects content that may be used to train OpenAI's foundation models. It has nothing to do with search eligibility.
  • ChatGPT-User fetches a page when a person asks ChatGPT to open it. OpenAI says it is not used to decide what appears in search.

Open yourdomain.com/robots.txt and look for any group that names OAI-SearchBot, or a wildcard group that disallows everything.

This is the block I paste in when a client wants search visibility but no training use:

User-agent: OAI-SearchBot
Allow: /

User-agent: GPTBot
Disallow: /

Sitemap: https://yourdomain.com/sitemap.xml

Gotcha: OpenAI notes it can take about 24 hours for its systems to pick up a robots.txt change for search results.

Log the date you changed it so you do not misread the first day of data.

Step 2: Clear The Firewall And CDN Path

A perfect robots.txt is useless if your CDN blocks the bot at the edge.

OpenAI's help article says eligibility also needs your host or CDN to let through traffic from its published searchbot IP addresses, listed in searchbot.json.

In Cloudflare or a similar tool, check three places: bot-fight settings, WAF custom rules and rate limits.

Then search your server logs for the OAI-SearchBot user agent and confirm you see 200 responses, not 403s.

  1. Export the last 30 days of access logs.
  2. Filter for the string "OAI-SearchBot".
  3. Count status codes per URL.
  4. Any 403 or 429 on a money page is a blocker you fix before writing a single new word.

Step 3: Open The Same Door For Other AI Search Bots

ChatGPT is rarely the only assistant your buyers use, so I clear the other search crawlers in the same pass.

Perplexity's crawler docs say PerplexityBot is what surfaces and links sites in its results, and it is not used to crawl content for foundation models.

Anthropic's help page warns that disabling Claude-SearchBot may reduce your visibility and accuracy in Claude's search results.

For Copilot, the Bing Webmaster Guidelines say NOARCHIVE stops content being used in Copilot answers, while NOCACHE limits Copilot to the URL, title and snippet.

Search your templates for both directives and remove them from any page you want cited.

📞 Want my team to check your crawl path for you? Book a free SEO strategy session and we will walk through your robots.txt, CDN rules and log data on the call, then map which pages deserve a citation first. → Claim your free SEO strategy session

Step 4: Get Indexed In The Engines ChatGPT Leans On

OpenAI says ChatGPT search sometimes partners with other search providers and rewrites your question into targeted queries it sends to them.

The privacy links on that help page name Microsoft and Shopify.

My operator read: a page Bing cannot find is a page that has fewer chances to be retrieved, so I verify every site in Bing Webmaster Tools.

Submit your XML sitemap there, fix crawl errors, and use IndexNow if your CMS supports it.

Do the same in Google Search Console, because the same crawlable, indexable pages serve every engine.

Step 5: Map The Questions Buyers Actually Ask ChatGPT

ChatGPT queries are longer and more conversational than typed searches.

Pull your sales call notes, support tickets and live chat logs, then list the exact questions people ask before they buy.

Group them into clusters: "which is best for", "how much effort", "X vs Y", "is it safe" and "how do I start".

Each cluster becomes one strong page, not twenty thin ones.

Google's AI optimization guide warns that building separate pages for every phrasing, mainly to game rankings, breaks its scaled content abuse policy.

Step 6: Write Pages A Model Can Quote Without Guessing

A model cites the passage that answers the question cleanly, so I build every page around that.

My checklist for each target page:

  • Answer the main question in the first two sentences, in plain words.
  • Use one H2 per sub-question, phrased the way a customer would ask it.
  • Put numbers, dates and names in text, not inside images.
  • Add a short comparison table where buyers weigh options.
  • Show who wrote it, what they did and when the page was last updated.
  • Include something only you can say: a first-hand result, a photo of the real job, a process you run.

Google calls this non-commodity content and says it will likely shape AI search presence more than any other suggestion in its guide.

Bing's guidelines push the same way, asking for content that is clear, focused and accurate so grounding and citations stay reliable.

Step 7: Add Organization Schema That Matches The Page

Structured data is not a magic switch, and Google says there is no special schema needed for its AI features.

I still add Organization markup, because Google's Organization structured data docs say it helps disambiguate your business, and the sameAs property ties your profiles together.

Keep it accurate: every value in the markup must match what a visitor sees on the page.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "Your Business Name",
  "url": "https://yourdomain.com",
  "logo": "https://yourdomain.com/logo.png",
  "sameAs": [
    "https://www.linkedin.com/company/yourbusiness",
    "https://www.youtube.com/@yourbusiness"
  ]
}
</script>

Some agencies also sell llms.txt files.

Google says Search itself does not use them, so I never sell one to a client as a ranking lever.

Step 8: Earn Mentions On Sites That Get Cited

ChatGPT pulls from the wider web, so your reputation lives on other people's pages as well as your own.

Look at which domains already show up under Sources for your target questions, then work out how to earn a place on them.

Good routes: expert quotes for journalists, guest articles with real data, podcast appearances, partner pages and genuine review profiles.

Google's spam policies define link spam and its guide says chasing inauthentic mentions is not as helpful as it looks.

If a placement is paid, mark it with rel="sponsored", as Google's outbound link guidance explains.

🔥 Learn AI SEO yourself, step by step Inside the AI Profit Boardroom you get step-by-step video trainings on AI search, the installable Agent OS for automating audits and briefs, four coaching calls a week and 3,400+ members comparing what gets cited. → Join the AI Profit Boardroom

Step 9: Claim Your Business In ChatGPT's Business Hub

OpenAI now runs a Business Hub where owners can claim a business, add details and connect a product feed.

The help article was updated on 11 November 2026, so recheck it before you start.

Claiming does not raise your visibility on its own, and OpenAI says advertising does not influence ChatGPT's independent answers.

Local stores and restaurants can, for now, only claim an existing U.S. listing.

The real value for an operator is the Insights tab, which I cover next.

Step 10: Measure Citations, Clicks And Referrals

You cannot improve what you do not track, so I set up four data feeds on day one.

  1. Business Hub Insights: mentions, website clicks and discovery topics over the past 28 days. For an online business, a mention only counts when ChatGPT references your website, not just your brand name.
  2. Analytics referrals: in our own analytics, ChatGPT visits usually arrive with chatgpt.com as the referrer and often carry utm_source=chatgpt.com. Build a segment for it.
  3. Bing AI Performance: the report in Bing Webmaster Tools counts Copilot citations, cited pages and grounding queries.
  4. A manual prompt log: 20 buyer questions asked weekly in a logged-out browser, with the cited domains written down.

The Bing AI Performance announcement says its citation counts do not indicate ranking or placement, so read them as trend lines.

Common Mistakes I Fix On Client Sites

  • A wildcard Disallow left over from a staging site.
  • A CDN bot rule that blocks every unknown crawler.
  • Key facts hidden in PDFs, images or tabs that need a click to load.
  • Different phone numbers, names or addresses across the site and profiles.
  • Dozens of near-identical "best X in [city]" pages built only for search engines.
  • No date or author on the pages that should be cited.

When To Bring In A Specialist

Steps 1 to 4 are a single afternoon for most small sites.

Steps 5 to 8 are ongoing work, and that is where most teams stall.

Before you hire anyone, read Google's guidance on hiring an SEO, which now asks whether an agency's AEO or GEO advice lines up with Google's official guidance.

The same page says no one can guarantee a #1 ranking, and the same candour applies to ChatGPT.

Give any auditor read-only Search Console access at first, and ask them to show you every change they plan.

For more on vetting, read our guide to choosing a ChatGPT SEO agency.

📞 Get the operator plan built for your site Book a free SEO strategy session and my team will rank your pages by citation potential, flag crawl blockers and hand you a 90-day order of work. → Book my free SEO strategy session

The 10-Point Run Sheet

  1. OAI-SearchBot allowed in robots.txt.
  2. OpenAI searchbot IPs allowed at the CDN.
  3. PerplexityBot and Claude-SearchBot allowed.
  4. No NOARCHIVE or NOCACHE on target pages.
  5. Site verified in Bing Webmaster Tools and Search Console.
  6. One strong page per buyer question cluster.
  7. Answer-first copy with author and date.
  8. Organization schema matching the page.
  9. Earned mentions, paid ones marked sponsored.
  10. Weekly tracking across Business Hub, analytics, Bing and a prompt log.

Want to build the skill in-house? Learn AI SEO yourself in the AI Profit Boardroom, where these checklists get updated as the platforms change.

📚 Free tools for the work Grab the 200+ AI SEO Prompts library for briefs and audits, and download Julian's free link building book, SEO Link Building Mastery, for the outreach side. When you are ready for a plan, Book a free SEO strategy session.

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FAQ: How To Rank In ChatGPT

Which robots.txt line matters most for ChatGPT search?

The OAI-SearchBot group. OpenAI says sites that opt out of OAI-SearchBot will not be shown in ChatGPT search answers, so allow it and let its published IP addresses through your CDN.

Does blocking GPTBot stop me ranking in ChatGPT?

No. OpenAI treats GPTBot and OAI-SearchBot as independent settings, so you can block training use and still stay eligible for search.

How quickly does a robots.txt fix take effect?

OpenAI says it can take about 24 hours for its search systems to adjust after you update robots.txt.

Can an agency guarantee my business gets cited?

No. OpenAI says placement is not guaranteed, Bing says GEO does not guarantee citations, and Google says no one can guarantee a #1 ranking.

What should I track first?

Start with ChatGPT referrals in your analytics, Business Hub Insights if you have claimed your business, and a weekly log of the questions you want to be cited for.

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About Julian

I'm Julian Goldie, an SEO entrepreneur, author and founder of the AI Profit Boardroom, which has 3,400+ members.

I help business owners scale with AI agents, automation and SEO.

  • I've built a 7-figure SEO and link building agency, Goldie Agency, with a team of 70+ SEO experts.
  • I've grown a YouTube channel to 400,000+ subscribers.
  • I wrote "Link Building Mastery".
  • My Udemy courses have taught over 29,000 students.

→ Get my best AI training inside the AI Profit Boardroom

Work the run sheet top to bottom, log every change, and book a free SEO strategy session when you want my team to check it, or learn the craft in the AI Profit Boardroom.

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