The free Citation Gap Report: what 2026 data actually says about AI search visibility, industry by industry, and what it means for your next budget conversation.

Your Google rankings are solid. That's not the question your CMO or CEO is asking anymore. The real question: when your buyer asks an AI tool to recommend a company like yours, do you show up?

Across B2B categories, AI Overviews now trigger on the majority of searches, 82% in technology, 88% in healthcare, 83% in education, and 73% of B2B buyers now use AI tools somewhere in their purchase research. 42% used an AI assistant specifically to research a vendor in the last 90 days. This isn't a trend on the horizon. It's already running in the background of deals in your pipeline right now.

Here's the part most marketing strategies haven't caught up to: only 17% of AI Overview citations come from pages ranking in Google's organic top 10. Roughly five out of six citations pull from content that never made page one at all. Ranking #1 and getting cited by AI are two separate scores, and you can be winning one without knowing you're losing the other.

The Citation Gap Report breaks down exactly what this means for your industry, your budget conversation, and your next move, backed by named sources, not speculation.

What this guide covers.

Where you actually stand: AI Overview trigger rates by industry, and what it means that 85% of B2B buyers purchase from a vendor list formed before they ever searched

Why you're probably not behind: Only 4 in 10 companies currently run any AI visibility strategy, this is still open territory, not a crowded one

Google ranks pages. AI recommends entities: the structural difference between the two systems, and why your SEO investment doesn't automatically transfer

What it's worth to close the gap: brands cited in AI Overviews see 35% more organic clicks, 91% more paid clicks, and 4.4x the conversion rate of standard organic traffic

The 10-minute test: three checks you can run on your own brand today, before you spend a dollar on strategy

When Someone Asks ChatGPT for a recommendation, Does Your Name Come Up?