Your AI Visibility Problem Is Probably a PR Problem

It’s a good question, and one that lots of people much smarter than me are working on. Buyers are using AI platforms to research technologies, compare vendors and understand complicated markets and if your company isn’t part of those answers, or if it shows up inaccurately, that’s a problem.

There’s a natural instinct to treat this as a technical problem. So you update your website, add more FAQs, restructure content, and publish more articles built around Generative Engine Optimization, or GEO. And all of that helps, but if AI doesn’t recognize your company as a credible authority, the real problem probably isn’t your page structure.

It might be your PR.

For years, marketing teams have looked at online visibility through the lens of SEO, focusing on keywords, rankings, backlinks and website traffic. GEO adds a new question: Does your company appear when AI answers a question about your market?

To be clear, there is a technical component where clear headlines, direct answers and well-structured content will make your message easier for AI to understand. But making a claim easy to find doesn’t make it credible.

AI platforms aren’t just reading your website and repeating your messaging. They’re pulling information from media coverage, trade publications, analyst reports, research, independent experts and company-owned content. If your website calls you a market leader, but nobody outside the company appears to agree, adding another FAQ isn’t likely to change much.

This is where PR becomes incredibly important. Muck Rack recently published a study of 1 million+ links cited by AI models. The report, called What Is AI Reading? draws a clear connection between AI visibility and PR. Earned media, expert commentary, research and thought leadership help shape the information AI uses to generate answers.

In practical terms, that means some of the strongest signals you can create include:

• Journalists covering your company as part of an important industry trend

• Executives being quoted as experts on the issues your customers care about

• Analysts recognizing your technology or position in the market

• Customers sharing concrete examples and measurable results

• Original research that other people cite and discuss

• Consistent messaging across your website and credible third-party sources

That external validation gives AI context and connects your company to the topics you want to own. You can’t simply tell AI that your company matters, you need credible sources to help make the case.

As a long-time PR guy, I love a major product launch, funding announcement or partnership, and when done well, those announcements can generate a nice burst of coverage and attention. But one announcement probably isn’t going to create lasting AI visibility.

According to the Muck Rack playbook, more than half of the journalism citations used in AI answers come from the previous year. In other words, new/recent content matters.

That creates a problem for companies that show up for a launch and disappear for six months. Even if older coverage established the company as a meaningful player, newer sources may reshape how AI describes the market and which vendors it includes.

This doesn’t mean you should manufacture news every month. It means consistently adding something useful, like timely commentary, bylined articles, customer stories, original data, podcast interviews or educational content built around common questions.

Your goal shouldn’t be content for the sake of more content. It should be to create a steady stream of credible, current information that connects your company to the subjects that matter.

Most PR programs begin with some version of the same question: What news do we have?

For AI visibility, there may be a better place to start: What questions do we want our company to help answer? Think about what customers, prospects, journalists and analysts are likely to ask, for example:

• Who are the leading companies in this category?

• How does this technology solve a specific business problem?

• What should buyers consider when comparing different approaches?

• What trends are changing the market?

• Which vendors can point to real customer results?

Then ask those questions across the AI platforms your audiences use. See whether your company appears, how it is described, which competitors show up and which sources support the answer.

The gaps can tell you quite a bit. If competitors dominate, what evidence do they have that you don’t? If your company is described inaccurately, where did that information come from? If nobody answers the question well, can your executives, customers or research fill the gap?

That should give you something useful to build a communications strategy around.

GEO is the hot new acronym, but much of the work behind it isn’t new at all.

As a company, you can build your reputation by developing a clear point of view, supporting it with evidence, and earning recognition from credible third parties. As you build relationships with the journalists, analysts and experts shaping your market, you’ll be able to reinforce those messages consistently over time.

AI visibility isn’t separate from your company’s reputation, it’s just the latest place that reputation shows up.

So, if your company isn’t appearing in the AI answers that matter, don’t assume the solution is simply to publish more optimized content. Take a closer look at the information surrounding your brand. You may find that your AI visibility problem is actually a PR problem.

If your company isn’t showing up in the AI answers that matter, VoxusPR can help. Talk to us about building the media relationships, third-party credibility and authoritative content that help both buyers and AI understand why your company matters.