Why Your Brand Is Invisible to AI: Insights from 2,641 Prompts

Why Your Brand Is Invisible to AI: Insights from 2,641 Prompts Let’s start with the one stat that stopped me in my tracks: across our network of 2,641 AI prompts, Contxt, the platform I work for, has an AI visibility score of just 13%. Thirteen percent. That’s despite us being a platform specifically designed to help brands deal with this exact problem. If we’re struggling, what chance do most businesses have? This isn't to say we’re not trying. We’ve optimised our website, nailed our SEO, and invested in the latest strategies for ranking higher in organic search. But here's the kicker: none of that guarantees visibility when someone asks an AI system like ChatGPT or Google AI Overview for recommendations. And the numbers back it up. Across the 30 businesses we track, half enjoy high AI visibility (70%+ mention rate). At the other end, 13% of brands, including Contxt, barely register at all, stuck below 30%. Some examples? Iconsys 2, a manufacturing firm, scrapes along with just 6.7% visibility. TOCA Social, which is sports tech, hits 10%. My read on this data? This isn’t just unlucky, it’s structural. data chart showing low, mid-range, and high visibility brands The Cross-Provider Gap: Visibility’s Achilles Heel Now here’s what really surprised me. Even if your brand scores well on one AI system, there’s zero guarantee you’ll be visible across others. In fact, 39% of the time, when comparing identical prompts run through ChatGPT and Google AI Overview, they spit out completely different answers. That’s a huge divergence. A brand that ChatGPT might recommend enthusiastically could be invisible on Google AI’s radar, and vice versa. Take Viking Pumps, which somehow achieves a perfect 100% visibility across prompts tested. One of the few brands that’s nailed universal recognition. Yet the method behind their success can be a bit of a mystery. Related reading: The Two Visibility Problems Every Business Now Has (and W... . Related reading: Prompt Engineering for Visibili