Why Your Brand is Invisible to AI: Insights from 2,321 Prompts

Why Your Brand is Invisible to AI: Insights from 2,321 Prompts Let me ask you something. When was the last time you asked an AI system for a recommendation, answer, or insight? Maybe it was ChatGPT helping with a report, or Google Bard giving you travel tips. Now, think about this: did your brand, or the brands you work with, show up in those responses? Because if they didn’t, you’ve got a visibility problem . And in the AI era, invisibility is as good as irrelevance. Harsh? Maybe. True? Definitely. Here’s the kicker. Across our dataset of 2,321 AI prompts tested at Contxt, 40% of the time ChatGPT and Google AI gave completely different answers. Meaning a brand that’s front and centre in one system might not even exist in another. That’s not a subtle gap. That’s full-on AI brand invisibility, and it’s happening every single day. So why does it happen, and more importantly, what can you do about it? Let’s dive in. 74% vs 42%: The ChatGPT vs Google Conundrum Here’s the first big stat that blew my mind when analysing our data. ChatGPT mentioned brands 74% of the time across the prompts we tested. Google AI Overview? Just 42%. Both systems were asked the same questions, using the same language. And yet the disparity is wild . Take this real-world scenario: we tested prompts asking for recommendations on industrial automation solutions. ChatGPT consistently mentioned an industry leader in this space, but Google AI didn’t include them in its answer even once. Now, if you’re in marketing for that brand and saw the ChatGPT result, you’d probably feel pretty smug, right? Job done. Related reading: Best Practices for Boosting LLM Visibility in B2B: Strate... . Related reading: our article on why b2b brands are almost entirely invisible to ai (and w... . But you’d be missing the bigger picture: you’re invisible on Google’s AI , and that means whole groups of users aren’t finding you when they should be. This divergence isn’t just an “oh, that’s interesting” kind of stat. It’s