A new Muck Rack survey of PR and marketing professionals finds that 73% now consider AI search visibility a strategic priority — yet 39% aren't measuring it at all, and 29% said nobody at their organization even owns it. The disconnect is significant: declaring AI visibility a priority costs nothing. Building an actual program around it requires ownership, tooling, and a measurement baseline most teams haven't established.

The ownership gap is the more structural problem. Without a named owner, AI visibility initiatives stall between PR, SEO, and content teams — each capable of contributing, none accountable for results. The brands gaining ground on AI citation share right now tend to have the same thing in common: someone whose job it is to track and move the number.

QuickSEO's 2026 guide to AI visibility metrics documents a two-channel uplift: brands that achieve AI search citation show 35% more organic traffic and 91% more paid click efficiency compared to non-cited competitors. The paid side is the more interesting number - AI presence appears to reduce CPC by raising brand recognition before the search happens, compressing the paid conversion funnel. A GEO ROI case that goes beyond brand awareness into measurable performance impact.

"The Muck Rack number that stays with me isn't the 73% - it's the 39%. Nearly four in ten marketing teams have declared AI search visibility a strategic priority and then done nothing to measure whether they're achieving it. You can't optimize what you can't see. What makes this worse: ChatGPT, Perplexity, and Google AI Overviews pull from almost entirely separate source pools. An 11% citation overlap between ChatGPT and Perplexity means a single-platform GEO strategy is failing on most queries. If you're not measuring per platform, you don't actually know where you stand - or where to invest."