👋 Welcome to AI Visibility, a weekly newsletter for brands that want to be the #1 answer on LLMs.
Today, we find out why👇
Your Brand Is Invisible to AI
77% of brands are completely absent from AI answers.
Not ranking poorly.
Gone.
Here's what's usually behind it:👻
Your positioning is too generic for AI to single out.
If your brand sounds like everyone else in the category, AI has no strong reason to mention it. Vague promises and interchangeable claims make you easy to overlook. The brands that show up consistently are just easier to place. Their use case is clear. Their category fit is tight. The language around what they do stays recognizable whether you're reading their site, a review, or a third-party comparison.
Your brand says one thing. The rest of the web says something else.
This is one of the biggest reasons brands disappear from AI answers. Your site may position you as a category leader, but review sites frame you differently. Directory listings are thin. Third-party mentions barely connect your brand to the problem you solve. Customers may talk about you in language that has nothing to do with your own messaging. None of it adds up to a clear picture, and AI reads all of it. When the web cannot consistently explain who you are, AI struggles to know when to recommend you.
Your website alone isn't enough.
A polished homepage helps, but rarely gets you featured regularly in AI answers on its own. AI builds confidence from the places buyers go before they have made up their mind: comparisons, reviews, roundups, forums, podcasts, etc.. If your brand is weak or missing in those places, your site has no support system. You can look credible on your own domain and still be absent from the sources AI uses to build trust.
Your proof is too thin or too hard to verify.
AI favors brands that are easier to validate. That means clear category language, consistent claims, named customers, specific use cases, and repeated mentions from external sources. If your messaging leans on words like "best," "leading," or "trusted" without much independent evidence to back them up, AI has less reason to surface you. It defaults to the brands with stronger proof.
You’re not being connected to the right buying moments.
Most founders want ChatGPT to mention their brand for broad prompts like "best CRM" or "top cybersecurity vendor." But AI recommendations are shaped by use case, audience, and context. If your brand is not strongly tied to a specific problem, buyer type, or situation, you may not appear even when your product is a genuinely good fit.
🤔 So how do you get featured more regularly in AI answers?
You make your brand easier to understand, easier to verify, and easier to connect to a specific category and use case.
👇 In Case You Missed It…
💳 J.P. Morgan and Mirakl Want AI Agents to Shop for You
J.P. Morgan Payments and Mirakl are teaming up so AI agents can browse, evaluate, and complete purchases on your behalf, not just recommend them. Mirakl's commerce platform meets J.P. Morgan's payment and fraud infrastructure, with spending limits, identity verification, and permissions built in. [AIM]
🛍️ Best Buy Is Betting Shoppers Will Buy Through ChatGPT and Gemini
Best Buy is plugging its catalog directly into AI shopping environments and building the fulfillment infrastructure to match. The bet: discovery and checkout are moving inside AI, and retailers who aren't there yet will be playing catch-up. [TNCR]
📊 Claude Now Makes Charts and Diagrams Inside the Chat
Anthropic has added inline visual generation to Claude: charts, diagrams, and interactive visuals that appear mid-conversation when they'd help explain something. The enterprise angle: analysis becomes visual output on the spot, without sending users to a separate tool. [The Tech Buzz]
Get a clear plan to make your brand show up in ChatGPT, Gemini, and other AI answers.