Getting found by AI: What communications pros need to know about LLM visibility

The rules of brand visibility are being rewritten. Search engine optimization got us this far, but a new challenge has emerged that most communications teams aren’t prepared for: getting your brand cited by AI.

Large language models (known as LLMs) like ChatGPT, Claude, and Gemini are increasingly where buyers go for recommendations, comparisons, and category education. If your brand isn’t in the training data, the citations, or the trusted sources these models draw from, you simply don’t exist in that conversation.

Here are four tactics every communications professional should be building into their strategy now.

1. Own Topical Authority in Your Category

Search engines indexed pages, but LLMs learn from the content on the pages. If your brand isn’t publishing the definitive answer to the core questions in your space, someone else is filling that gap, and the model learns accordingly.

This means going beyond surface-level content. Think comprehensively: What are every question a buyer in your category asks, from awareness through decision? Your brand should have a clear, authoritative answer to each one.

However, you have to be smart about what you publish because, while AI publishes a whole lot of “fluff”, it doesn’t like it when its learning.

In other words, your sales copy, your corporate blah blah are all wasted content. AI wants real, substantive thought leadership content.

For comms teams, this is a content strategy and PR brief in one. You’ve already go the subject matter experts working beside you. Now, you’ve got to get them to produce material that genuinely advances the conversation.

2. Align Your Messaging to Your Buyer’s Language

One of the more counterintuitive insights from AI visibility research is that LLMs reward relevance, not volume. People often tell me they are trying to post every day and its so time consuming. But posting daily doesn’t matter. It’s positing quality that matters.

What matters is whether your content matches the exact language your buyers use at the exact stage of their buying journey. If your audience says “reduce churn” and your content says “improve retention metrics,” you may be speaking past each other in ways that matter more than you think.

Also, you really need to understand the buyer’s journey. Too often, we are focused on the “sales conversation” conversation when communicating and not on all the other parts of the journey leading up to it.

Use customer interviews, sales call transcripts, support tickets, and community forums to map the actual vocabulary of your buyers and map out their journey. Then make sure that language is reflected consistently across every owned and earned channel.

3. Earn Third-Party Validation from Trusted Sources

This one should feel familiar to you as a communication professional. It’s public relations (press releaeses, podcasts, interviews, etc.). Whereas with SEO you could dominate just by having a great website, that’s not going to cut it in the AI era. To boost your AI visibility, you have to consider that LLMs weigh what is said about a brand and they weigh who says it. AI is fantastic at analying coverage, industry media mentions, review site presence, and independent expert endorsements.

This means that a mention in a respected trade publication as either a press release or a thought leadership piece may do more for your AI visibility than dozens of owned content pieces and social media posts. Strategic PR elevates the strategic value of your crediblity and reputation.

Think of every earned placement as a citation in the model’s understanding of your brand. Coverage in the right outlets is it’s training data.

4. Make Your Positioning Unmistakably Clear

Vague brands get skipped. Sharp brands get cited. That’s the blunt reality of how LLMs surface recommendations.

AI models are like working with a highly skilled researcher. If you don’t have proof points or if you are hiding what you do behind adjectives like innovative and groundbreaking without facts to explain why it’s innovative, AI will struggle to slot you into the right answers.

For communications professionals, this is an argument for getting ruthless about positioning. Your messaging pillars, your USPs, your executive bylines, your social bios…basically everything that goes out needs to aligned. The brands that get recommended are the ones that have made it easy for an LLM (and a human) to say exactly what they do.

The good news is that most of this work is already in the communications professional’s wheelhouse. Authority-building, message clarity, earned media, audience alignment are all things that you have been doing. It’s a matter of focus, finetuning and being smart about your efforts.