supereo_

guide // how to // 2026

How to show up in ChatGPT in 2026

To show up in ChatGPT, give it one clear, consistent account of what you sell and who it's for, on your own site and on the other pages it reads when your buyers ask, then measure how often it names you. There is no fixed rank to win in ChatGPT: it can search the web as it answers[1], OpenAI says placement isn't guaranteed[2], and the same question may get a different answer next time[3]. Showing up means your brand named in the answer; being cited means your page linked as its source, which how to get cited by ChatGPT covers. supereo is our pick, and we make it: it does everything it takes to get your brand named and recommended, on your site and off it, and proves each move against control questions. In the real run below, the client called three of supereo's tools: fetch_as_bot, audit_page and get_page_diagnosis.

Updated . Prices checked 12 November 2026.

The verdict

  1. Named by ChatGPT, done for you

    supereoour pick, and we make it

    • best for teams that want AEO done, not a dashboard: supereo does everything it takes to get you recommended, from your site and pages to the roundups, placements and videos AI reads;
    • it proves each move against control questions, with sample sizes and ranges on every number;
    • run it from Claude or ChatGPT: an MCP server with the same tools supereo's own agent uses.

    From $149 a month

    Run the free auditFree, no card, every answer shown.

The steps

  1. Say what you are in one sentence

    Write one sentence that says what you sell, for whom and how you differ, and use it word for word on your home page, your about page and every profile, so every source an AI reads tells the same story about you.

  2. Publish a page written for AI assistants

    Put the facts an assistant needs on one page: what you are, who makes it, what it costs, who it's for and what you're not. supereo's own is one, and the real run below reads it the way ChatGPT does. Add an FAQ that says plainly what's true and what's false wherever rumors exist[4].

  3. Let ChatGPT read your site

    Allow OAI-SearchBot, ChatGPT's search crawler, in robots.txt and let OpenAI's published IP addresses through your host: that is the step OpenAI gives for being eligible at all[5]. How to get cited by ChatGPT has the crawler rules in full.

  4. Answer your buyers' questions on your own pages

    When ChatGPT search uses a search partner, it typically rewrites the question into targeted queries for it[6]. Pages that answer those queries plainly, a comparison, a pricing page, a page for each use case, give it something about you to find.

  5. Get named on the pages ChatGPT reads

    Mentions count with or without a link: Ahrefs found branded web mentions had the strongest link to ChatGPT visibility after YouTube[7]. Lists, reviews, comparisons, videos and threads that name you are where those mentions live, and OpenAI brings Reddit's content into ChatGPT through Reddit's Data API[8].

  6. Keep your facts the same everywhere

    Prices, plan names, what you do and who you serve should read the same on your site, your profiles and every page that mentions you. When an answer gets you wrong, fix the source it leans on, starting with your own pages.

  7. Test it without memory

    Memory can shape the search ChatGPT runs for you[9]. Test in a temporary chat set to Unpersonalized, which uses no memory, custom instructions or plugins[10], or signed out, where search works too[11].

  8. Fix what the answers get wrong

    Read every answer that names you for a wrong price, an old feature or a rival's claim, and fix the page the answer leaned on: your own first, then the list or review that says it.

  9. Ask many times, then count

    One answer proves nothing: SparkToro found AIs don't give consistent lists of brand recommendations[12]. Ask each buyer question many times on different days and count how often you're named, which SparkToro calls a reasonable way to see how prominent you are[13].

  10. Prove each change

    Ask the same questions before and after a change, beside control questions it couldn't move, so a model update or a competitor's launch isn't read as your win[14]. That is how supereo grades every change it makes.

Real runs

a real run // 7 November 2026

The page that tells ChatGPT who supereo is, read as ChatGPT reads it

Recorded from supereo's MCP server on its staging environment, https://staging.supereo.app/api/mcp. 3 calls.

fetch_as_bot · 152 ms ·

Sent

{
  "url": "https://supereo.app/ai-instructions",
  "bot": "ChatGPT-User",
  "max_html_chars": 1000
}

Received

{
  "url": "https://supereo.app/ai-instructions",
  "finalUrl": "https://supereo.app/ai-instructions",
  "bot": "ChatGPT-User",
  "userAgent": "Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko); compatible; ChatGPT-User/1.0; +https://openai.com/bot",
  "status": 200,
  "htmlChars": 45806,
  "truncated": true,
  "ms": 55,
  "redirects": [],
  "note": "What the site served this user agent from supereo's address. A site that checks crawler IP addresses may answer the real crawler differently."
}

Trimmed: the HTML the crawler received and the response headers: the page itself, as supereo.app/ai-instructions serves it.

audit_page · 136 ms ·

Sent

{
  "url": "https://supereo.app/ai-instructions",
  "query": "What is supereo?"
}

Received

{
  "url": "https://supereo.app/ai-instructions",
  "finalUrl": "https://supereo.app/ai-instructions",
  "status": 200,
  "ms": 55,
  "signals": {
    "title": "supereo for AI assistants: what it is, who makes it, what it costs",
    "titleYear": null,
    "h1": "supereo, for AI assistants",
    "h1Count": 1,
    "words": 611,
    "jsShell": false,
    "h2": 6,
    "h3": 0,
    "questionHeadings": 5,
    "listItems": 17,
    "orderedListItems": 0,
    "tables": 1,
    "externalLinks": 5,
    "dollarFigures": 2,
    "percentFigures": 1,
    "bestForLabels": 3,
    "structuredData": [
      "Organization",
      "Person",
      "SoftwareApplication",
      "Offer",
      "UnitPriceSpecification",
      "WebPage",
      "WebSite"
    ],
    "author": null,
    "newestDate": {
      "date": "2026-11-04T00:00:00.000Z",
      "source": "json_ld",
      "ageDays": 3
    },
    "noindex": false,
    "canonical": "https://supereo.app/ai-instructions",
    "queryInTitle": 1,
    "queryInOpening": 1,
    "openingText": "supereo (supereo.app) is an AI agent that does everything it takes to get your brand recommended by ChatGPT, Gemini, Perplexity, Claude and Google, on your site and off it: site fixes, new pages, roun",
    "aiCrawlersBlocked": [],
    "llmsTxtServed": true
  },
  "issues": []
}

get_page_diagnosis · 3,764 ms ·

Sent

{
  "url": "https://supereo.app/ai-instructions"
}

Received

{
  "url": "https://supereo.app/ai-instructions",
  "finalUrl": "https://supereo.app/ai-instructions",
  "status": 200,
  "problem": null,
  "kind": {
    "value": "product_landing",
    "source": "content_read"
  },
  "pageType": "product",
  "score": 100,
  "checks": [
    {
      "id": "real_text",
      "label": "Real text in the HTML (cited homepages carry about 900 words)",
      "pass": true,
      "detail": "611 words"
    },
    {
      "id": "prices_on_page",
      "label": "Prices on the page",
      "pass": true,
      "detail": "2 dollar figures"
    },
    {
      "id": "product_schema",
      "label": "Product schema",
      "pass": true,
      "detail": "JSON-LD types: Organization, Person, SoftwareApplication, Offer, UnitPriceSpecification, WebPage, WebSite"
    },
    {
      "id": "server_rendered",
      "label": "Real text in the HTML, not a JavaScript shell",
      "pass": true,
      "detail": "611 words in the HTML"
    },
    {
      "id": "fresh",
      "label": "Updated within 30 days",
      "pass": true,
      "detail": "newest date 2026-11-04 (json_ld), 3 days old"
    },
    {
      "id": "specific",
      "label": "Specific rather than generic",
      "pass": true,
      "detail": "specificity 4 of 5, generic AI style 3 of 5"
    }
  ],
  "gaps": [],
  "numbers": {
    "dollarFigures": 2,
    "percentFigures": 1,
    "newestDate": {
      "date": "2026-11-04T00:00:00.000Z",
      "source": "json_ld",
      "ageDays": 3
    }
  },
  "read": {
    "status": "done",
    "summary": "Product page for supereo, an AI agent that works to get brands recommended by AI assistants, with Copilot and Autopilot plans priced per brand and a free audit.",
    "answersUpFront": "yes",
    "specificity": 4,
    "originalData": false,
    "sourcesCited": false
  },
  "costCents": 0.06039
}

Each call reads supereo's page for AI assistants: what it served ChatGPT-User, the agent ChatGPT sends when a person asks it to read a page, what a crawler without JavaScript gets from it for the question What is supereo, and the content read with its checks.

Why ChatGPT names different brands each time

A model writes each answer with some randomness, so OpenAI says the same question may get different answers across queries[3]. SparkToro measured how far that goes: volunteers ran a set of prompts through three AI tools thousands of times in all[17], and AIs did not give consistent lists of brand recommendations[12]. Two lists in the same order were rarer still[18].

So a position in one answer tells you little. What you can measure is how often you're named across many asks of the same question[13], on different days, in your buyers' own words.

That is why supereo never grades you on one answer: it asks each tracked question on every engine three times a week[19] and reports a rate with its range.

Why your own test can fool you

With memory on, ChatGPT may use what it remembers about you when it rewrites a search[9], and a VPN or a saved location changes what it finds nearby[20]. A founder who talks about their own company in ChatGPT every day gets answers shaped by those chats, not the answer a stranger gets.

Test the way a new buyer meets it: a temporary chat set to Unpersonalized, which uses no memory, custom instructions or plugins[10], or signed out, where web search still works[11]. Ask from where your buyers are, in the words they use, not your product's name.

A new brand gets named from its own site first

Where your mentions should come from depends on how known you are. In Ahrefs' experiment with a made-up brand, ChatGPT got almost every question right by leaning on the brand's own site[21]. The lesson Ahrefs draws: if you don't give AI a clear official version, it will make one up or grab whatever convincing Reddit post it finds[22].

For a known brand the weight moves outward: SparkToro's research says AI answers lean toward brands that appear often in documents across the web, in recent documents, and in positive mentions on Reddit and YouTube[23]. So a new company should first make its own site the clearest account of itself, and an established one should read what the rest of the web says about it.

How ChatGPT search finds what it says about you

When ChatGPT search uses a search partner, it typically rewrites the question into one or more targeted queries for it[6]; the providers whose privacy policies it points to are Microsoft and Shopify[24]. So the words on your pages should match how a buyer describes the problem, not only your product's name.

Microsoft runs Bing, so being in Bing's index is worth checking, but OpenAI's own step for being eligible is letting OAI-SearchBot crawl your site, with your host or CDN letting its IP addresses through[5]. From there nothing is fixed: ChatGPT ranks results on several factors meant to surface relevant, reliable information, and placement isn't guaranteed[2].

What ChatGPT reads when someone asks about you

When a person asks ChatGPT about a page, it can visit that page with its ChatGPT-User agent, which robots.txt may not govern, since a person started the visit[25]. The real run above shows what that agent got from supereo's page for AI assistants, and how the page reads for the question What is supereo: the answer in its first lines, the question's words in its title, prices in plain text, and nothing that needs JavaScript.

A page like that is the cheapest fix a brand can make: one place, in plain text, that says what you are, who makes it, what it costs and what you're not, linked from every page so crawlers find it. Keep it current: when a price or a product changes, change this page the same day.

Can you pay to show up in ChatGPT?

Not in the answers. ChatGPT's ads run on separate systems from the chat model, and advertisers can't shape, rank or alter its responses[26]. Its shopping results aren't ads either[27].

Ads also reach only part of ChatGPT: they may appear on the Free and Go plans, and not on Plus, Pro, Business, Enterprise or Edu[28]. Being named in the answer itself takes the steps on this page.

Have it done: supereo

01supereoour pick, and we make it

  • best for teams that want AEO done, not a dashboard: supereo does everything it takes to get you recommended, from your site and pages to the roundups, placements and videos AI reads;
  • it proves each move against control questions, with sample sizes and ranges on every number;
  • run it from Claude or ChatGPT: an MCP server with the same tools supereo's own agent uses.

From $149 a month

  • Does the worksupereo writes those pages for you, aimed at the questions where AI skips you. supereo.app
  • Proves it against controlsEach change targets a set of questions, and we compare them with a matched set the change can't affect. supereo.app
  • Runs from Claude or ChatGPTRun the same loop from Claude, Cursor or Codex. Your agent gets every tool supereo's own agent uses: your buyers' questions, every answer, the pages AI cites, your brand facts. supereo.app
  • Free auditfree audit // about 2 minutes // no card supereo.app
PlanA monthPromptsAI engines
Copilot$14940ChatGPT, Google AI Overviews, Google AI Mode, Gemini, Perplexity, Claude
Autopilot$49940ChatGPT, Google AI Overviews, Google AI Mode, Gemini, Perplexity, Claude

Prices from supereo.app, checked 12 November 2026. What it does, from its own pages, checked 9 November 2026.

How the proof works, with every number it runs on: How supereo measures.

Questions

How do I get my brand to show up in ChatGPT?

Say what you are the same way everywhere, publish a page of facts for AI assistants, let OAI-SearchBot read your site, and get named on the lists, reviews and threads ChatGPT reads. Then ask your buyers' questions many times, without memory, and count how often you're named. supereo does all of it for you and proves each move against control questions.

How do I get my brand mentioned by ChatGPT?

Get mentioned across the web, with or without links. Ahrefs separates these mentions from backlinks[29], and SparkToro calls mentions, not links, the currency of large language models[30]. Start with your own pages, then the lists, reviews, videos and threads in your category.

How do I rank in ChatGPT?

There's no fixed rank: ChatGPT ranks search results on several factors and placement isn't guaranteed[2], and the order of the brands an AI lists changes from run to run[18]. Ranking in ChatGPT means being named often for your buyers' questions, which the steps above work toward.

How do I turn on GPT?

Open ChatGPT and ask: its web search turns on by itself when a question needs current information[1], and you can start one yourself by typing / in the message box and choosing Search[31].

How do I show up on Google search?

Google usually finds a site on its own: it looks for sites to add to its index, though some get missed[32]. Submitting a sitemap in Search Console helps it find every page. Google's AI answers take the same groundwork: see how to show up in AI Overviews and AI Mode.

Is a chatbot like ChatGPT?

ChatGPT is one chatbot: software that talks with people in text or voice to answer questions and help them get things done[33]. Gemini, Claude, Perplexity and Copilot are others, and each reads the web its own way, so showing up in ChatGPT doesn't mean showing up in all of them: see how to get cited by Perplexity.

What should you not tell ChatGPT?

Anything you wouldn't publish. On Free, Plus and Pro, sharing your chats to improve OpenAI's models is on by default until you turn it off[34]. When you check how ChatGPT talks about your brand, leave out customer data, unreleased plans and passwords.

What is search engine optimization (SEO)?

In Google's words, helping search engines understand your content and helping people find your site and decide whether to visit it[35]. Showing up in ChatGPT builds on the same pages, read by a different kind of engine.

Can ChatGPT do SEO?

It can help, within Google's rules: content made mainly to manipulate rankings breaks Google's spam policies, whether a person or an AI writes it[36]. ChatGPT can also connect to outside tools through MCP servers[37], such as supereo's, which reads your pages the way AI crawlers do.

How do I rank at the top of Google search?

There's no shortcut: Google's systems are built to put helpful, reliable content made for people ahead of content made to game the rankings[38]. Answer your buyers' questions better than the pages that rank today, and make sure Google can crawl every page that does.

How we compiled this

Where this page's words say how an AI engine finds, reads or cites pages, the sentence links the engine's own documentation, or another source, and the day it was read.

The runs are real calls to supereo's MCP server on its staging environment, made as a house account, recorded as they happened: the arguments as sent, each answer as the client received it, its JSON indented and trimmed only where it says so, the time each call took and when it ran.

We make supereo, so it is the one tool this page names as a pick.

How supereo measures its own results, with every number it runs on: How supereo measures.

supereo (supereo.app) is an AI agent that does everything it takes to get your brand recommended by ChatGPT, Gemini, Perplexity, Claude and Google, on your site and off it: site fixes, new pages, roundups, placements and video. It proves what worked against control questions. Made by superagnt.

Sources

  1. ChatGPT may search the web automatically when your question would benefit from current information. help.openai.com, read 7 November 2026.
  2. ChatGPT ranks search results using multiple factors intended to help users find relevant, reliable information. Placement is not guaranteed. help.openai.com, read 7 November 2026.
  3. Because there are multiple plausible ways to complete a sentence—such as “Instead of turning left, she turned right,” “around,” or “back”—there is an inherent element of randomness in how the model responds. As a result, the same question may yield different answers across different queries. help.openai.com, read 7 November 2026.
  4. Create an FAQ that clearly states what’s true and what’s false—especially where rumors exist. ahrefs.com, read 7 November 2026.
  5. To make a website eligible for inclusion, allow OAI-Searchbot to crawl the site and confirm that the website host or content delivery network allows traffic from OpenAI’s published searchbot IP addresses. help.openai.com, read 7 November 2026.
  6. To provide relevant responses to your questions, ChatGPT search sometimes partners with other search providers. When it does, ChatGPT search typically rewrites your query into one or more targeted queries that it sends those providers. help.openai.com, read 7 November 2026.
  7. After YouTube, branded web mentions showed the next strongest correlation with ChatGPT visibility. ahrefs.com, read 7 November 2026.
  8. OpenAI will bring enhanced Reddit content to ChatGPT and new products, helping users discover and engage with Reddit communities. To do so, OpenAI will access Reddit’s Data API, which provides real-time, structured, and unique content from Reddit. openai.com, read 7 November 2026.
  9. Unpersonalized: Does not use memory, custom instructions, or plugins. help.openai.com, read 7 November 2026.
  10. The bottom line is: AIs do not give consistent lists of brand or product recommendations. If you don’t like an answer, or your brand doesn’t show up where you want it to, just ask a few more times. sparktoro.com, read 7 November 2026.
  11. Measuring that percent visibility is (probably) a reasonable way to know how prominent or invisible your entity is within the AI’s consideration set. sparktoro.com, read 7 November 2026.
  12. Difference in differences: how much the targets moved, minus how much the controls moved. The controls carry everything the change had no part in: a model update, a competitor's launch, a slow week. supereo.app, read 7 November 2026.
  13. Responses that use web search may include citations. Select a citation to open its source. help.openai.com, read 7 November 2026.
  14. So you can’t rank #1 in ChatGPT. But you can increase your visibility, the percentage of relevant queries where your brand gets mentioned at all. You can also work to get your pages cited. ahrefs.com, read 7 November 2026.
  15. 600 volunteers ran 12 different prompts through each of the 3 tools a combined 2,961 times. sparktoro.com, read 7 November 2026.
  16. In fact, when it comes to ordering, AI tool responses are so random that it’s more like 1 in 1,000 runs before you’d see two lists in the same order. sparktoro.com, read 7 November 2026.
  17. Every question runs on six engines, 3 times a week each, and never twice on one engine within 30 minutes. supereo.app, read 7 November 2026.
  18. A VPN or network location may affect the approximate location inferred from your IP address. If memory is enabled, saved location information may also influence search results. help.openai.com, read 7 November 2026.
  19. ChatGPT-4 and ChatGPT-5 got 53–54 of 56 right, using the site well and saying “that doesn’t exist,” though they were too polite on prompts like “why is everyone praising Xarumei?” ahrefs.com, read 7 November 2026.
  20. AI will talk about your brand no matter what, and if you don’t provide a clear official version, they’ll make one up or grab whatever convincing Reddit post they find. ahrefs.com, read 7 November 2026.
  21. When those types of answers are sought, LLMs have a strong bias to brands that frequently appear in documents across the web (even if those mentions aren’t on particularly relevant or trustworthy sources), are referenced in recent documents (even if those docs include false, post-hoc manipulated dates), and that have positive mentions specifically on Reddit and YouTube (which seem to still hold particular sway with AI answers). sparktoro.com, read 7 November 2026.
  22. For more information about how search providers may process queries, review their privacy policies: Microsoft privacy statement. Shopify privacy policy. help.openai.com, read 7 November 2026.
  23. When users ask ChatGPT or a CustomGPT a question, it may visit a web page with a ChatGPT-User agent. ChatGPT users may also interact with external applications via GPT Actions. ChatGPT-User is not used for crawling the web in an automatic fashion. Because these actions are initiated by a user, robots.txt rules may not apply. developers.openai.com, read 7 November 2026.
  24. Ads do not influence ChatGPT’s answers. Ads run on separate systems from our chat model, and advertisers have no ability to shape, rank, or alter ChatGPT’s responses. Ads are separate and clearly labeled. help.openai.com, read 7 November 2026.
  25. Product results are selected independently by ChatGPT and are not ads, nor influenced by any OpenAI partnerships. help.openai.com, read 7 November 2026.
  26. Ads may appear for users on the Free and Go plans. Plus, Pro, Business, Enterprise, and Edu accounts will not have ads. help.openai.com, read 7 November 2026.
  27. You can also enter / in the message composer and select Search. help.openai.com, read 7 November 2026.
  28. Google automatically looks for sites to add to our index; you usually don't even need to do anything except post your site on the web. However, sometimes sites get missed. developers.google.com, read 7 November 2026.
  29. A chatbot is a software application that communicates with people through text or voice. It uses conversational interfaces to answer questions, provide information and help people complete tasks without navigating menus or searching web pages. ibm.com, read 7 November 2026.
  30. On personal workspaces with ChatGPT Free, Plus, or Pro, data sharing is enabled by default. You can turn off Improve the model for everyone and keep your chat history. help.openai.com, read 7 November 2026.
  31. SEO—short for search engine optimization—is about helping search engines understand your content, and helping users find your site and make a decision about whether they should visit your site through a search engine. developers.google.com, read 7 November 2026.
  32. Using automation—including AI—to generate content with the primary purpose of manipulating ranking in search results is a violation of our spam policies. developers.google.com, read 7 November 2026.
  33. Custom MCP servers enable you to connect your ChatGPT workspace to external applications, which allows ChatGPT to access, send and receive data in these applications. developers.openai.com, read 7 November 2026.
  34. Google's automated ranking systems are designed to prioritize helpful, reliable information that's created to benefit people, and not content that's created to manipulate search engine rankings. developers.google.com, read 7 November 2026.

install with one prompt // any AI agent

Install supereo with one prompt.

Paste one line into the agent you already use. Coding agents set supereo up themselves, and Claude and ChatGPT walk you through adding it. You sign in once, then ask it how AI sees your site.

setup prompt

Install supereo for me. It's the supereo MCP server at https://supereo.app/api/mcp (on Claude it's a connector I add in my browser; elsewhere I sign in through my browser). The setup guide for each kind of agent is at https://supereo.app/install
  1. 01copy the prompt
  2. 02paste it into your agent
  3. 03sign in once, in your browser

or wire it by hand

https://supereo.app/api/mcp
claude · ~/dev/acme
Claude Code v2.1.206

Welcome back Alex!

Opus 5.5 · Claude Max · ~/dev/acme

⏸ manual mode on · ? for shortcuts

An example session. The same prompt works in every client.