How to Get Your Business Recommended by ChatGPT (and Cited in AI Search)
You can't submit your business to ChatGPT, and you can't pay for a place inside its answers. ChatGPT names a business when it can reach pages that describe that business plainly, both on the business's own site and on sites it doesn't control, and OpenAI's help page on web search says outright that placement "is not guaranteed."
That leaves three things you can work on: whether OpenAI's search crawler can reach your site, whether your pages say who you serve and where, and whether other publications, directories and communities mention you. The questions below are the ones owners search for when they want to get their business on ChatGPT, answered in the order I'd work through them, with what OpenAI documents kept apart from what outside studies only suggest.
Can you pay ChatGPT to recommend your business?
No. You can buy an ad, but the ad sits outside the answer. OpenAI began testing ads in the United States on February 9, 2026, for logged-in adults on the Free and Go plans, and its announcement says the test reached the UK, Mexico, Brazil, Japan and South Korea in August. Its help center says ads appear below a response with a label, "run on separate systems from our chat model," and that "advertisers have no ability to shape, rank, or alter ChatGPT's responses."
So when a vendor offers guaranteed ChatGPT recommendations, ask whether the invoice covers a labeled ad or a sentence inside the answer, because OpenAI says only the first is for sale. The sentence inside the answer comes from the way ChatGPT gathers information, which is the next question.
How does ChatGPT find information about a business?
It has two routes. The first is what the model learned in training: OpenAI says its models are developed from content publicly available on the internet, information accessed through third-party partners, and information provided or generated by users, human trainers and researchers. Nothing you publish today edits what a model has already learned.
The second route is search, and it's the one you can influence this month. When ChatGPT searches with its partners, OpenAI says it "typically rewrites your query into one or more targeted queries," and a local question can pick up a city from the user's approximate location. A request for "a good bookkeeper near me" can turn into a search that includes the user's city, which is why a page that names its city gives that search something to match.
OpenAI's transparency page says results are chosen by automated systems "considering factors like user intent, relevance, and recency," with citations in the answer. No weights are published, so any list of confirmed ChatGPT ranking factors is someone's inference, and OpenAI also notes that "the same question may yield different answers across different queries." One screenshot, good or bad, tells you very little, and the part of search you control starts on your own server.
Is your site open to OpenAI's search crawler?
Check this before anything else, because it's the one step OpenAI spells out. To make a site eligible for ChatGPT search results, OpenAI says to "allow OAI-Searchbot to crawl the site" and to make sure your host or content delivery network allows traffic from OpenAI's published IP addresses. The user agent names don't explain themselves, so here is each one's job according to OpenAI's crawler documentation and Perplexity's:
| User agent | Operator | Job, per the operator |
|---|---|---|
| OAI-SearchBot | OpenAI | Surfaces sites in ChatGPT search. Blocked sites can still appear as navigational links. |
| GPTBot | OpenAI | Crawls content for model training; set separately from search. |
| ChatGPT-User | OpenAI | Visits a page when a user asks. robots.txt may not apply, and it doesn't decide search inclusion. |
| PerplexityBot | Perplexity | Surfaces and links sites in Perplexity results. |
| Perplexity-User | Perplexity | Fetches a page for a user's question; generally ignores robots.txt. |
The check is short, and it's easiest with whoever manages your site. Open yoursite.com/robots.txt and look for a rule that disallows OAI-SearchBot, or a blanket rule that blocks every bot. Then ask whoever runs your hosting, CDN or firewall whether bot protection challenges crawlers, since your own browser loading the page proves nothing about what a bot receives.
Training is a separate decision. OpenAI says you can allow OAI-SearchBot and disallow GPTBot, so opting out of model training doesn't have to cost you search eligibility, and after a robots.txt change it says its search systems can take about 24 hours to adjust. Eligibility only means ChatGPT may use your pages; it still has to find them through the search systems it draws on.
Which search index should you check first?
Start with Bing. OpenAI doesn't publish a full list of its search providers, but its web search help page links to Microsoft's privacy statement along with Shopify's, which makes Bing a sensible first stop rather than a confirmed one.
Microsoft added an AI Performance report to Bing Webmaster Tools in February 2026 that shows how often your pages are cited in Copilot, Bing's AI summaries and "select partner integrations." The announcement does not name ChatGPT among those surfaces. It's one of the few first-party citation reports a small business can open, so I'd verify your site there first. The same announcement recommends IndexNow for telling search engines when a page changes and points local businesses to accurate Bing Places listings, so claim that listing and your Google Business Profile and make the details match your site. Once a search system can find your pages, what they say decides whether a rewritten query matches them.
What should your service pages say?
They should say who you serve, where, and how, in the words a customer would type. A page headed "financial solutions for growing businesses" gives a rewritten query nothing to hold onto, while "Bookkeeping for independent restaurants in Columbus, Ohio" matches a local question almost word for word.
Read each main service page with that in mind. The first lines should name the customer and the place, the page should explain what the work costs or how pricing is set, and it should show credentials a reader can check, such as licenses, years in business and named staff. Keep prices, hours and service areas in text rather than inside an image or PDF, and make your name, address and phone match across your site, directories and profiles. Microsoft's guidance favors the same things, plus FAQ sections and regular updates.
You don't need an llms.txt file for any of this. Neither OpenAI's crawler documentation nor its web search help page lists one, and Google says its own search ignores llms.txt. Your pages only carry what you say about yourself, though, and the research suggests that what other sites say carries more weight.
Why do mentions on other sites matter more than your own pages?
Because most of what AI systems say about a brand comes from somewhere other than the brand's own site. Search Engine Land's June 2026 roundup of third-party research reports that "just 13% of AI mentions come from a brand's domain" and that "journalistic articles account for more than one-quarter of all AI citations." Those are compiled figures, so I'd read them as a direction rather than a measurement of your market.
Ahrefs studied the question directly in a November 2026 analysis of 10,000 U.S. brands and 260 million non-branded prompts across ChatGPT, AI Mode and AI Overviews. Mentions in Reddit threads correlated most strongly with how often AI named a brand (0.75), followed by webpage mentions (0.70) and news article mentions (0.67). ChatGPT, though, was "the least tied to off-site mentions" on six of seven factors, and 46% of the brands got no ChatGPT mentions at all.
3.7x overall, 2.2x on ChatGPT
In Ahrefs' data, a brand with 10 times more webpage mentions typically got about 3.7x more AI mentions across the three systems combined, but only about 2.2x on ChatGPT. An earlier Ahrefs study from July 2025 found an even weaker link for ChatGPT among top domains, a correlation of 0.15 against 0.65 for Google's AI Overviews.
Ahrefs is clear that these are correlations, not proof that mentions cause visibility, and that brand size explains part of the pattern. My read is that being discussed widely and accurately goes along with being named, that the link is weaker for ChatGPT than for Google, and that progress should be judged "over months rather than weeks," as Ahrefs advises. The practical question is how to earn those mentions without buying them.
How does a small business earn those mentions?
Mostly through expert commentary. Request services such as Featured, Source of Sources and Qwoted connect journalists with people who can answer a specific question, and a useful answer can put your name and your firm in a trade or local publication. Read each service's rules before you reply: Qwoted's code of conduct prohibits using ChatGPT or similar tools to generate pitches, and Featured's acceptable use policy requires a qualified person to review AI-generated content before it reaches a journalist.
Watching those request feeds is the slow part, and it's the part Backlinker AI, the service we run, handles: it finds relevant requests on Featured.com, SOS and similar writer request services and submits pitches drafted by an AI writer trained on your biography. Whoever drafts the pitch, ask who reviews it before it goes out, since the platform rules above apply either way, and remember that the journalist and editor decide whether your quote runs.
Outside the request services, keep industry directory and review listings current, get listed by associations that profile members, and take part genuinely in communities where customers ask for recommendations. Don't plant fake ones; Google's guidance on its AI features warns that "seeking inauthentic 'mentions'... isn't as helpful as it might seem." If you compare mentions with links along the way, our explainer on how backlinks and referring domains are counted keeps the numbers straight, and the same groundwork carries over to Perplexity.
Does the same work apply to Perplexity?
Largely, with its own crawlers. Perplexity says PerplexityBot "is designed to surface and link websites in search results," recommends allowing it in robots.txt along with its published IP ranges, and warns that Cloudflare's Bot Fight Mode can still challenge its bots even with an allow rule in place. It describes its process as searching the internet in real time and answering with numbered citations, with no published ranking formula.
Crawler access, clear pages and third-party coverage are the same three levers, and our generative engine optimization tips cover the wider vocabulary if a vendor uses terms like GEO or AEO. Whichever assistant you care about, the last job is checking whether any of the work shows up.
How can you tell whether ChatGPT names your business?
Run a small, repeatable test instead of trusting one answer. Write about 15 prompts a customer might type, mostly unbranded, such as "best bookkeeper for restaurants in Columbus," because unbranded prompts are how new customers arrive. Run them the same way each month and note the date, whether you were logged in, and whether the answer showed citations.
For each prompt, record three results separately, because they don't arrive together. A mention is ChatGPT naming your business accurately, a citation is a working link to your page beside the answer, and a business outcome is a person who clicks, calls or books, which shows up in your analytics as referral traffic from chatgpt.com and perplexity.ai rather than in the answer itself. Also note which other sites were cited, since the publications, directories and threads cited beside a competitor are the places worth trying to appear.
If Backlinker or another service gets you quoted, add each live placement to that list and watch over the following months whether those publications start appearing among the cited sources. Open the live page before you count any placement, because a report summary isn't a verified placement. For any vendor's AI visibility score, ask what we'd ask of impressive SEO case studies: the prompts, the baseline and the dates.
What to do this month
- Open your robots.txt and confirm OAI-SearchBot and PerplexityBot aren't blocked.
- Ask your host or CDN whether bot protection challenges OpenAI's or Perplexity's published IP ranges.
- Verify your site in Bing Webmaster Tools and open the AI Performance report.
- Claim or correct your Bing Places listing and Google Business Profile.
- Rewrite the first lines of your main service page to name the customer, the place and the price basis.
- Write 15 customer prompts and record mentions, citations and the other sites cited.
- Pick three of the sites cited beside your competitors and find a legitimate way onto each one.
Sources
- OpenAI Help Center, "Searching the web with ChatGPT." help.openai.com
- OpenAI Help Center, "Ads in ChatGPT." help.openai.com
- OpenAI, "Testing ads in ChatGPT," February 9, 2026. openai.com
- OpenAI Help Center, "How ChatGPT and our foundation models are developed." help.openai.com
- OpenAI, "Transparency & content moderation," October 27, 2026. openai.com
- OpenAI, "Overview of OpenAI Crawlers." platform.openai.com
- Perplexity, "Perplexity Crawlers." docs.perplexity.ai
- Microsoft Bing Webmaster Blog, "Introducing AI Performance in Bing Webmaster Tools Public Preview," February 10, 2026. blogs.bing.com
- Google Search Central, "Optimizing your website for generative AI features on Google Search," July 10, 2026. developers.google.com
- Search Engine Land, "The latest data on AI citations vs. AI mentions," June 10, 2026. searchengineland.com
- Louise Linehan, Ahrefs, "Which Types of Mentions Correlate the Strongest With AI Visibility? (260M AI Prompts Analyzed)," November 3, 2026. ahrefs.com
- Ahrefs, "Google Seems More Biased Towards Big Brands Than ChatGPT and Perplexity," July 2025. ahrefs.com
- Qwoted, "Code of Conduct," October 6, 2026. qwoted.com
- Featured, "Acceptable Use Policy," June 2, 2026. featured.com
- Backlinker AI, home page and Pro plan. backlinker.ai
- Perplexity Help Center, "How does Perplexity work?" October 26, 2026. perplexity.ai
