Ask ChatGPT, “What is the best company in my category?” If your company is missing from the answer, you have an AI search visibility gap, and a buyer built a shortlist without you.
AI search has become the new front door for buyers. More of them skip the page of blue links and ask ChatGPT, Gemini, or Perplexity for a recommendation instead. In this guide, you will learn how AI search tools choose which companies to name, how to measure your AI search visibility in 30 minutes, and how earned media improves your AI search visibility ahead of your competitors.
What drives AI search visibility
AI search tools do not invent their recommendations. They pull from sources they trust. The source they trust most is the press.
Muck Rack, a media database widely used by PR teams, studied more than 25 million links cited by ChatGPT, Claude, and Gemini across 17 industries. Earned media made up 84% of AI citations.
Journalism alone accounted for 27%. Paid and advertorial content accounted for 0.3%.
That last number deserves attention. Sponsored posts and paid placements barely register, so they do little for AI search visibility. What gets cited is coverage that a reporter or editor chose to publish.
The pattern holds over time. Across all three editions of the Muck Rack study going back to July 2025, earned media made up between 82% and 89% of citations.
That consistency suggests this is how these systems are built to find information. It is not a quirk of one model update.
So when AI search builds an answer to “what is the best company for X,” it largely repeats what credible outlets have written about X. If reporters have covered your competitor and not you, the AI will name your competitor.
The good news is that you can change what the AI says. The fix for low AI search visibility is something PR professionals have practiced for decades: earning coverage in trusted outlets.
Why each AI tool cites sources differently
The same study found real differences between the tools. ChatGPT cited sources in 96% of its answers, but it averaged about five sources per answer. Claude cited sources in 55% of its answers, yet it listed the most sources when it did, averaging 13.
That difference shapes your strategy. Five citations is a short list. When ChatGPT names only a handful of sources for a question about your industry, the outlets on that list carry enormous weight.
Some outlets appear again and again. Muck Rack found that Axios ranked among ChatGPT’s top three cited domains in 13 of the 17 industries it studied. No other journalism outlet reached the top three with any of the three tools.
The practical lesson is clear. You do not need coverage everywhere. Strong AI search visibility comes from coverage in the outlets that AI tools already trust for your category.
Buyers also use different tools. Some ask ChatGPT, some use Gemini, and others rely on Perplexity or Google’s AI Overviews.
A company with AI search visibility in one tool and not another is leaving buyers on the table. That is why the visibility check later in this guide covers three tools, not one.
SEO, GEO, and AEO: the three layers of AI search visibility
You will hear three terms for this work. Each one covers a different place where buyers find you.
SEO, or search engine optimization, means ranking in Google’s regular results. GEO, or generative engine optimization, means being named in answers from AI tools like ChatGPT, Gemini, and Perplexity. AEO, or answer engine optimization, means being the answer in Google’s AI Overviews, featured snippets, and voice assistants.
| SEO | GEO | AEO | |
|---|---|---|---|
| Where it shows up | Google’s list of links | ChatGPT, Gemini, Claude, and Perplexity answers | Google AI Overviews, featured snippets, and voice assistants |
| What winning looks like | A high ranking for your page | Your company named in the answer | Your content quoted as the answer |
| What drives it | Trusted links and useful content | Coverage in trusted outlets | Clear answers backed by trusted sources |
Most companies still work only on SEO and ignore AI search visibility. GEO and AEO are where buyers are heading, and few competitors are working on them yet.
The same signal moves all three layers: credible news coverage that links back to your website. Google has long treated links from trusted sites as a vote of confidence. AI search tools now read that same coverage when they decide who to recommend.
Google says this directly. Its guidance for site owners states that “there are no additional requirements to appear in AI Overviews or AI Mode” and that “all existing SEO fundamentals continue to be worthwhile.” There is no shortcut. The companies with strong AI search visibility are the ones with real authority.
How to check your AI search visibility in 30 minutes
Before you spend a dollar, measure your current AI search visibility. Anyone on your team can run this test.
- Write five buyer questions. Think about what a prospect would actually type. Examples include “What is the best [category] company?” and “[Your company] vs. [top competitor].”
- Ask each question in three tools. Use ChatGPT, Gemini, and Perplexity. Start a fresh chat each time so earlier questions do not steer the answer.
- Record who gets named. Keep a simple table with the question, the tool, the companies named, and your position in the list.
- Look at the sources. Most AI search tools show their sources. Write down which articles and outlets they cite, because this shows exactly which publications the AI trusts for your category.
- Compare against your coverage. Check whether you have been covered by those outlets. Then check whether your top competitor has.
The gap between their coverage and yours usually explains the gap in AI search visibility. That gap is also your roadmap. It tells you which outlets to target first.
Run the same test every quarter. It is the simplest way to see whether your AI search visibility is improving. It also gives your leadership team a clear, repeatable measure of progress that goes beyond website traffic.
How earned media changes the answer
Social Catfish shows how earned media builds AI search visibility in practice. It is a reverse search engine that helps people spot online scammers, and it was not a household name when we started.
We built a 50-page State of Online Scams study from FBI, FTC, and Social Catfish data, ranking all 50 states. Then we pitched it all year: romance scams around Valentine’s Day, IRS scams around Tax Day, and holiday scams in the fourth quarter.
The result was 3,862 editorial backlinks from outlets including Reuters, CNBC, USA Today, TODAY, and Fox News. Their average domain authority, a score out of 100 that reflects how much search engines trust a site, was 77.3.
The business results followed. Social Catfish’s revenue grew 372%.
We did the same for Seniorly, a senior living marketplace, with monthly studies on retirement. In 2025 that produced 317 stories with backlinks, and it played a key role in Seniorly’s acquisition by CareScout. You can see more results in our case studies.
Your own blog helps your AI search visibility, but it has a ceiling. AI search tools treat your website the way a reporter treats a press release: as the company talking about itself. What moves the answer is someone else talking about you.
Paid placements are not the answer either, since they make up 0.3% of citations.
That is why we build AI search visibility through pay-for-performance linkbuilding and full-service PR. If PR is new to you, start with what a PR agency actually does.
Frequently asked questions
Can I pay for AI search visibility?
Not directly. AI search tools draw overwhelmingly on earned media. In the Muck Rack study, paid and advertorial content made up 0.3% of citations.
How long does it take to build AI search visibility?
It depends on how much credible coverage already exists in your category. The first stories and links usually arrive within the first campaign, and visibility builds as coverage accumulates.
Is GEO different from SEO?
The goal differs, since GEO aims to get you named in an answer and SEO aims to rank a link. The strongest signal for both is the same: trusted outlets writing about you and linking to you.
Do I need special optimization for Google’s AI Overviews?
According to Google, no. Its guidance says there are no additional requirements to appear in AI Overviews or AI Mode, and SEO fundamentals still apply.
Does a mention help without a link?
Yes. AI search tools read the article, not only the link, so a credible mention in a trusted outlet can improve your AI search visibility. A link adds the Google ranking benefit on top, which is why the strongest campaigns aim for both.
The bottom line
AI search visibility now shapes which companies buyers call first, and the tools rely on earned media from a short list of trusted outlets, not ads. Check your visibility, find your data, and turn it into news those outlets want to publish. Across our clients, we have placed 25,000 stories and earned 20,000 backlinks, and we can help you do the same.
Rick Pendrick is CEO of Prism PR and the 2026 PR News Person of the Year in Digital PR and Data. He has spent more than 25 years at top New York PR agencies and in-house at the NBA and NASCAR.
Want to know your AI search visibility? Schedule an intro meeting and we will show you what ChatGPT says about you and your competitors.