Your business can hold its place in Google and still not exist when a customer asks an AI assistant what to buy. Rankings and brand recognition do not carry over on their own. Freshpet, a well known pet food brand, assumed years of content and press coverage would make it show up in AI answers about fresh pet food, and found it was largely missing.
The reason is simple. AI assistants try to understand an industry, its concepts, and how things relate to each other, not to reproduce a search results page. If your content does not make plain what you do and how it connects to the question being asked, you can be recognized and still absent.
Start by looking, not guessing
- Ask the assistants the questions your customers actually ask.
- Record what comes back.
- Mark where your business is missing, described wrongly, or answered from outdated information.
Then group those questions into topics. Clusters of weak answers tell you what to write next, and where an expert on your team should put their name on the answer. Freshpet ended up tracking 475 prompts across the major AI models. The count is not the point, covering the customer journey is.
What to fix once you can see the gaps
Content written like a magazine article, one long narrative from start to finish, buries the facts a machine needs to pull out. You do not have to write for robots. Break complex ideas into sections that stand on their own, with descriptive headings, direct answers, short paragraphs, and real lists. Write to be quoted, not only read.
Then check the page as a crawler sees it, not as you see it. Freshpet found that its product reviews and Q&A were delivered through JavaScript and were not readily visible to AI models. Your most important answers should sit in plain HTML. Check your robots directives, page speed, and anything that needs a script to appear.
Links matter, but context matters more. A credible publication in your own industry can establish your expertise better than a broad national outlet. And if every mention uses your business name as the link text and points at your homepage, the AI learns nothing about the subjects you should be known for. Ask for coverage that explains what you actually do and links to the page that proves it.
Customers also speak candidly on Reddit and similar platforms, and AI models can draw from those conversations. Listening is the useful part. When the same question or misconception keeps coming up, answer it properly on your own site instead of arguing in the thread.
None of this works against your regular search performance. Clear headings, crawlability, credible sources, and clean site structure help both.
One caution. AI visibility does not follow the old line of ranking, click, sale. Freshpet’s site often sends buyers to retailers, which makes direct revenue attribution hard, while its subscription business is easier to measure. Watch referral traffic from AI citations and what people do next, and stay honest about what those numbers cannot prove.
