2026 AI Search Report

Most brands are invisible in AI search and don't know it

The 2026 State of AI Search report breaks down why: freshness, structure, and offsite signals from millions of citations across ChatGPT, Gemini, and Perplexity.

What you'll walk away with

Stale pages fall out of AI search fast

Pages left more than three months without an update are over 3x more likely to lose citations. More than 70% of cited pages were refreshed within the past year, and over 50% within six months.

Heading hierarchy decides if AI can read you

Pages with sequential headings and a single H1 are cited 2.8x more often. 87% of cited pages use one H1 as the primary anchor.

Schema is still an underused edge

61% of cited pages use three or more schema types, giving them a 13% higher citation likelihood. FAQ schema alone appears on 10.5% of cited pages.

Reddit and YouTube are the new trust layer

48% of AI search citations come from community platforms. Perplexity references community sources in over 90% of answers.

Third-party pages earn you more citations than your own

85% of brand mentions come from external domains, making brands 6.5x more likely to be cited through third-party sources than their own site.

"We were able to focus our energy on the highest-value initiatives for the business in a matter of weeks."

Nick Fairbairn
SVP of Growth, Chime

“We set out to change the narrative around Sanity in AI search, not just show up more often. Staying the brand the models name most, and climbing in the categories that matter, is exactly the signal we were after, and we can see it happening week to week.”

Richard Lawrence
Principal, Agentic Operations & Growth Marketing, Sanity

“If we wanted to 10x the growth we were starting to see, we needed a system that handled SEO, AEO, content production, all of it. AirOps was the first to actually deliver results.”

Shani Mithani
Head of Growth, Venn

Built for the teams
that own search

Content and SEO leaders who need to adapt strategy for AI searchkly ChatGPT Ads are taking hold

Growth and demand gen leaders building pipeline from new channels

Marketing agencies advising clients on  AI visibility

CMOs and VPs evaluating how AI search impacts their brand

Your competitors
are already adapting.
Are you?

Join the brands using this playbook to gain  AI search visibility. Get the framework, the data, and the 90-day action plan.

Frequently Asked Questions

What's the difference between a citation and a mention?

A citation is a direct source link inside an AI answer. A mention is your brand named in the answer text, with or without a link. Brands that earn both are 40% more likely to resurface across consecutive answers.

Why does my brand disappear from AI answers and then come back?

Models rebuild every answer from scratch. Only 30% of brands stay visible run to run, but more than half of brands that drop out resurface within two runs, especially if they have fresh content and strong offsite signals.

How often do I need to update content to stay visible?

Quarterly at minimum. Pages untouched for three months are 3x more likely to lose citations, and commercial or comparison pages need updates within six months to stay competitive.

Does structure really matter more than word count?

Yes. Sequential headings and schema correlate more strongly with citations than length. The report found longer content underperforms shorter, well-structured content in most categories.

Do nofollow links still help AI visibility?

Yes. Nofollow links correlate with AI visibility almost as strongly as dofollow links (0.509 vs 0.504 Spearman), so offsite breadth matters more than link type.

Where does this data come from?

Research from AirOps and Kevin Indig, covering millions of datapoints across ChatGPT, Gemini, Perplexity, and Google AI Mode.