2026 AI Search Playbook

The playbook behind Ramp, Carta, and Webflow's AI search strategy

Research from 15M+ AI queries reveals 4 plays that drive citations, visibility, and pipeline from ChatGPT, Gemini, and Perplexity. Get the exact framework these teams use.

What you'll walk away with

Why originality and structure win citations

Pages with FAQs show 40% higher citation likelihood. Clear heading hierarchy increases citation odds 2.8x. See the structural patterns that earn AI visibility.

How refresh cycles drive 3x more citations

70% of AI-cited pages were updated within the past year. Teams running 90-day refresh cycles dominate both Google and AI search.

85% of AI brand mentions come from off-site

Brands are 6.5x more likely to be cited through third-party sources. Learn the off-site signal strategy that top teams are building.

Community is the new trust layer

48% of AI citations come from Reddit, LinkedIn, and YouTube. See how teams turn real engagement into visibility.

The roles that power AI search visibility

How to organize your team around context management, content engineering, and strategy. The org model behind Carta, Ramp, and Webflow's results.

"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 search

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 happening in AI search right now?

Buyers are getting answers directly from ChatGPT, Gemini, Claude, and Perplexity instead of clicking through search results. Brands that appear in these AI answers capture attention and pipeline. Brands that don't are invisible to a growing segment of buyers.

Why do we need a different strategy for AI search?

AI models prioritize fresh content, original insights, clear structure, and third-party validation. Traditional SEO signals alone won't get your brand cited in AI answers. This playbook covers what actually drives AI visibility based on research across 100M+ queries.

Who should read this?

Marketing, content, SEO, and growth leaders who want their brand visible in AI search results. If you own organic visibility, content operations, or demand generation, this is for you.

What will I actually learn?

You'll get the 4-play framework used by teams at Carta, Ramp, Webflow, and Klaviyo. Includes data on what earns AI citations, how to structure refresh cycles, off-site signal strategies, and a 90-day action plan for your team.

Is this just high-level advice?

No. The playbook includes specific data (15M+ data points), structural benchmarks (FAQ lift, heading hierarchy impact, schema types), real company results (Carta, Ramp, Webflow, Chime, Docebo), and an org model for how to staff your team. It's a system, not a think piece.