When someone types a question into an AI tool about your industry, something happens in the background that most people never think about. The LLM is not browsing the web the way a person would. It is not starting with your website or your LinkedIn profile. It is pulling from the sources it has learned to trust over time, publications like Forbes, Fast Company, Business Insider, and trade outlets that cover your specific corner of the market. The names that appear in those places are the names that get surfaced. The ones that do not are simply not part of the answer.
A Muck Rack study from December 2025 examined more than 1 million AI-generated links and found that 82% of citations come from earned media. Non-paid sources account for 94%. That means AI systems are pulling from sources they have learned to trust over time. If your name is not present in those places, it becomes harder for both the model and the reader to recognize you.
There is also a pattern in how often you appear. When a name appears across multiple credible sources, it begins to carry more weight. Those repeated mentions build familiarity within the LLM, increasing the chance of being surfaced when someone asks a related question. Distribution plays a bigger role than most teams expect. A study by Stacker and Scrunch tested how content performed across several large language models. When the content lived only on a brand’s website, it was cited about 8% of the time. When the same content was published through established media outlets, the citation rate rose to 34%.
That gap comes down to where AI is looking. Your website is one signal. Third-party coverage creates many more entry points. Another detail worth noting is who is being pitched. Muck Rack found that there is only a 2% overlap between the journalists PR teams usually target and the journalists whose work is actually cited by AI platforms. Most outreach is not aligned with where visibility is being built.
This is where we spend our time at Zilker Media. We focus on outlets that consistently appear in AI citations, from national publications to trade media that shape specific industries. Each placement adds another reference point that can be picked up later, whether that is through search, AI, or a direct reader. If you are not sure how your current media presence appears in AI-generated answers, let us guide you.
If your brand is earning coverage but you are unsure how discoverable you actually are, our AI Discoverability Audit helps show where your authority currently stands.