How to Get Cited by ChatGPT, Perplexity and Google AI

To get cited by ChatGPT, Perplexity and Google AI Overviews, a small business first needs pages those engines are allowed to crawl and index, then plain answers to the questions its buyers ask. Check each engine by hand with real customer questions, write down what you find, and fix crawl access before anything else.

Smarter Revolution is a US AI implementation firm, and LLM Search Optimization is one of the services we build and run. This post is the practical part: how to check where you stand, and what to fix in what order. For the same checks applied to one industry, see our posts on AI search for real estate brokerages and AI booking agents for hotels.

How do you check whether ChatGPT, Perplexity and Google cite your business?

You check by asking them, the same way a buyer would, and keeping a written record. Start with a list of 10 to 20 questions your customers actually ask before they call you. Mix questions that name your service and your area with questions that name your business directly. Ask each question in ChatGPT with search turned on, in Perplexity, and in Google, where an AI Overview may or may not appear. For every answer, note the date, the engine, the exact question, whether your business is named, whether your own website is linked as a source, which page is linked, and what the answer says about you. Save a screenshot for anything that looks wrong. Then repeat the same questions once a month without changing the wording, so one month can be compared with the next. Treat each check as a sample rather than a fixed ranking. The value is in the trend across months, not in any single answer.

A simple log is enough. Keep these columns:

Which questions should you test?

Test the questions that come right before a buying decision. Those are the ones where being named matters most:

• Service and place: "Who does commercial HVAC repair in Tulsa?" or "Best bookkeeping firm for restaurants near Austin."
• Comparison: "What should I look for when choosing a [your service] company?"
• Your name: "What does [your business] do?" and "Is [your business] open on Saturdays?"
• The problem behind the purchase: "How do I stop missing calls after hours?"

Name questions tell you whether the engine describes you correctly. Service and problem questions tell you whether it thinks of you at all. You need both.

Can the AI engines reach your site at all?

Their search crawlers can, if your robots.txt, your host and your page settings let them in. Fix this first, because nothing else matters if the engines cannot read your pages.

On Google's side, its guidance on AI features says that for any supporting link in its AI Overviews or AI Mode, "a page must be indexed and eligible to be shown in Google Search with a snippet." OpenAI's crawler documentation names OAI-SearchBot as the crawler behind the sites that show up in ChatGPT search, and it advises site owners to let that crawler in through robots.txt. Perplexity's documentation gives PerplexityBot the same job for Perplexity's search results, with the same advice about robots.txt.

What to check:

• robots.txt: open yoursite.com/robots.txt and look for rules that block Googlebot, OAI-SearchBot or PerplexityBot, or that block every crawler.
• Your host or CDN: Google's page lists "Ensuring that crawling is allowed in robots.txt, and by any CDN or hosting infrastructure." A firewall or bot setting at your host can block crawlers even when robots.txt allows them.
• Snippet controls: Google links only pages that are indexed and can show a snippet, so a stray noindex or nosnippet on a page can keep it from being linked in Google's AI Overviews and AI Mode.

One distinction is worth knowing. OpenAI runs a separate crawler, GPTBot, which its documentation ties to its foundation models, while OAI-SearchBot is the one for search. Blocking GPTBot is a decision about model training. Blocking OAI-SearchBot is a decision about appearing in ChatGPT search. Check which one your file names. Both OpenAI and Perplexity also run a fetcher that opens a page when a user asks for it, and both say robots.txt may not govern those visits. What decides whether you appear in their search results is the search crawler: OAI-SearchBot for OpenAI and PerplexityBot for Perplexity.

Do you need an llms.txt file or special schema?

For Google, no. Its AI features page says "You don't need to create new machine readable files, AI text files, or markup to appear in these features," and "There's also no special schema.org structured data that you need to add." It also says "There are no additional requirements to appear in AI Overviews or AI Mode, nor other special optimizations necessary."

That statement covers Google only. Schema still lets you state who you are in a form machines can read, and Google's advice is to make sure "your structured data matches the visible text on the page." Schema that claims things the page does not show is a problem, not a shortcut.

What should you fix first?

Fix things in the order an engine meets them. Access comes before content, and content comes before polish:

• Crawl access. Clear the robots.txt and CDN blocks above.
• Indexing. In Google Search Console, confirm your key pages are indexed. Google says traffic from AI features is counted in the Performance report, "within the 'Web' search type."
• One clear page per service. Each page should answer the buyer's question in its first two sentences: what you do, where, for whom, and what you do not do. Google's May 2025 guidance asks site owners to "Focus on making unique, non-commodity content that visitors from Search and your own readers will find helpful and satisfying."
• Your Business Profile. The same guidance says to "ensure that your Merchant Center and Business Profile information is up-to-date." Google's Business Profile help explains that the owner of a verified profile can edit it so the details Google shows stay correct.
• Structured data that matches the visible page.
• Page experience. Google asks for a good experience "for those who arrive either from classic or AI search results." Pages should load fast and work on a phone.

Facts that differ between your site, your Business Profile and directory listings give an engine two answers to choose from. Make them match.

What if an AI answer describes your business wrongly?

Look at the sources the answer links. If it cites your own page, check that page for wording that is unclear or out of date, and fix it. If it cites a directory or an old article, correct the listing where you can, and make sure your own site states the right fact plainly and in one place. If it cites nothing, add the correct fact to the most relevant page on your own site.

Then wait for the next monthly check. We cannot make an engine change an answer by a set date, and we do not promise placement. What you control is whether a clear, current, crawlable page exists for the engine to find.

How do you measure progress without guessing?

Use three measures and keep them separate:

• Citations: the monthly log above, with the same questions each time.
• Search traffic: Search Console, where Google includes AI feature traffic in the overall "Web" numbers.
• Outcomes: calls, form fills and bookings. Google's guidance suggests "looking at various indicators of conversion on your site" when you judge the value of visits.

A rise in citations with no rise in enquiries tells you the pages being cited do not lead anywhere. Check that each one ends with a clear next step.

How can Smarter Revolution help?

If you want help with the work, Smarter Revolution's LLM Search Optimization service covers an audit, schema, answer-first content and a monthly citation scoreboard. There is no promise of placement. We charge one fixed price to build your system and one monthly fee to run and improve it, both agreed in writing before work starts. The process page shows each step. If your site itself is dated, our website modernization service rebuilds it as a fast site and carries your content across. The work is measured in weeks, not quarters, counted from when we have the access and approvals we need. To talk it through, book a call.

Frequently asked questions

How long does it take for AI engines to notice changes to my site?

OpenAI notes that its search results can take roughly a day to catch up with a robots.txt change. Google's note on recrawling says "crawling can take anywhere from several days to several months". Recheck your question list once a month rather than daily.

Does blocking GPTBot stop my site from appearing in ChatGPT?

Not by itself. In OpenAI's documentation, GPTBot is tied to its foundation models and OAI-SearchBot to ChatGPT search. Check which of the two your robots.txt blocks.

Do I need a separate page for every question?

No. Each service usually needs one clear page that answers the main questions about it. A short FAQ section on that page can cover the follow-up questions.

Can a small business be cited ahead of larger competitors?

Size is not one of the requirements in the guidance cited here. That guidance is about crawl access and clear, helpful content, which a small business can provide as well as a large one. A specific local service page is a good place to start.

Is checking AI answers by hand accurate enough?

It is enough to see trends if you ask the same questions each month and record the results. Treat a single check as a snapshot, not a ranking.

The bottom line

Getting cited starts with access: engines must be allowed to crawl and index your pages. Next come plain answers on one clear page per service, and a Business Profile that matches your site. Check the engines by hand each month with the same questions, fix what is wrong at its source, and judge progress by enquiries as well as citations.

Sources

• Google Search Central, "AI features and your website" (opened October 27, 2026): developers.google.com
• Google Search Central Blog, "Top ways to ensure your content performs well in Google's AI experiences on Search," May 21, 2025: developers.google.com
• OpenAI, "Overview of OpenAI Crawlers" (opened October 27, 2026): developers.openai.com
• Perplexity, "Perplexity Crawlers" (opened October 27, 2026): docs.perplexity.ai
• Google Business Profile Help, "Edit your Business Profile" (opened October 27, 2026): support.google.com