Picture a traveler planning a weekend getaway. Instead of opening 10 tabs or scrolling through a page of search results, today she’s more likely to open an AI assistant and type one sentence: “Where should I eat, and what should I do for a fun night out?”

In seconds, she has a short, confident itinerary. A barbecue spot with a cult following. A tech-infused mini-golf bar for after dinner. A boutique hotel with glowing reviews. She never sees a list of links to sort through. She sees recommendations, and she trusts them.

Here are the questions every brand owner should sit with for a moment: When that exact scenario plays out in your city or in your category, is your name in the answer? Or does the AI assistant simply not have enough reason to mention you?

This is part two in our AI Search & Earned Media series. In the first part, we explored why earned media matters more in the age of AI search [Link to blog]. Now we get practical about how AI recommendations actually get made and why being talked about is quietly becoming the whole game.

How Do AI Tools Recommend Brands?

This is the part that surprises people: AI tools don’t invent opinions, nor do they wake up with a favorite restaurant or a preferred hotel in mind.

When you ask an AI assistant for a recommendation, it builds an answer from patterns in the information it can find and trust across the web. In a sense, it repeats back the consensus that credible sources have already formed. If the internet is full of thoughtful coverage, reviews, and conversation about a brand, the AI has plenty to work with. If a brand is essentially a quiet website with no outside voices around it, there’s very little to draw on.

That reframes AI brand visibility entirely because you’re not trying to outsmart a machine; you’re giving it something true and credible to repeat.

What Sources Do AI Tools Use?

Think about where a recommendation for your brand could realistically come from. An AI tool leans on the kinds of sources people have always trusted: press coverage in respected publications, expert commentary, customer reviews, “best of” roundups, and the ongoing conversation across the web about who is worth knowing.

Notice what all of those have in common. They are third-party sources, meaning other people vouching for you, not you vouching for yourself. That distinction matters because both humans and AI systems place greater weight on external validation than on self-promotion. Nielsen’s 2021 Trust in Advertising study, based on input from more than 40,000 consumers worldwide, found that 88% of people trust recommendations from those they know above any other channel, far more than any advertising a brand runs about itself. 

Take a brand like Peg Leg Porker. A Nashville barbecue and bourbon mainstay (and a client of ours!), it earns press, awards, and genuine word of mouth that gives an AI assistant a rich, credible trail to follow. The same is true for an experiential brand like Puttshack (also a member of our historic client list), for which coverage and reviews across multiple cities create a clear, consistent story of what it is and why people love it. The conversation already exists, so the AI has something real to surface.

How Do Brands Show Up in AI Search?

Showing up isn’t about one clever trick, but rather, building a presence that’s consistent, credible, and easy to corroborate.

In our experience, a few things tend to separate the brands that get recommended from the ones that get skipped:

• They appear in trusted places, not just their own channels. Coverage and mentions in respected outlets give AI tools an external source to point to.
• They tell a consistent story. When a brand is clearly associated with what it does best, both people and AI understand exactly when to bring it up.
• They stay in the conversation over time. Visibility compounds. While one feature is a moment, a steady presence becomes a reputation.

Behavior backs this up, as Bain & Company found that people are turning to AI tools for discovery at a fast-rising rate and increasingly act on what those tools tell them. The brands that are already part of the conversation are the ones positioned to benefit.

Can AI Recommend My Business?

Yes. And here is the encouraging part: This is earnable. You don’t need the biggest ad budget in your category; you just need a credible footprint.

Whether you’re a small boutique hotel, an independent restaurant, or a regional wellness brand, you can become the name an AI assistant reaches for, as long as there is trustworthy, third-party evidence of your quality out in the world. That’s exactly what earned media builds. 

The brands that win in AI search are not necessarily the biggest; they’re the ones with the clearest, most credible reputation. That’s good news, because reputation is something you can intentionally build.

What Makes a Brand Trustworthy Online?

Online brand trust grows from the same roots it always has: consistency, credibility, and other people’s voices.

A trustworthy brand tends to send three signals, again and again:

• Independent validation: coverage, reviews, and recognition from sources with nothing to sell.
• Consistency: the same clear story across every place the brand appears.
• Relevance: a strong, specific association with a category, so there is no confusion about what the brand is known for.

When those signals are present, trust builds with consumers and with the AI tools serving them. When they’re missing, a brand can be genuinely excellent and still go unmentioned, simply because the evidence isn’t there to find.

Helping Your Brand Stay in the Conversation

At RPR, our work has always been about getting the right people talking about our clients in the right places. AI-driven discovery has raised the stakes on that work because those conversations now feed the tools your future customers are already using.

We help hospitality and lifestyle brands earn meaningful coverage, build credible third-party validation, and maintain the kind of consistent presence that both audiences and AI tools recognize. The goal is simple: make sure that when someone goes looking for the best in your category, your brand is already part of the answer.

Remember that traveler planning her weekend? The brands in her itinerary didn’t land there by accident. They earned their way into the conversation long before she ever asked the question.

Schedule a discovery call with RPR, and let’s get you added to the conversation.

This is part two in our AI Search & Earned Media series. Want the full framework in one resource? Download the AI Search & Brand Visibility Playbook:

Check out our next blog in the series, The New Visibility Strategy for Hospitality Brands Isn’t More Ads. It’s More Authority.