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.
Webflow 5xed content refresh velocity and increased visibility across Google and ChatGPT
Chime went from being recommended in 24 to 68 priority questions
George Bonaci VP of Growth, Ramp
Nicole Baer, CMO, Carta
50% cut in production costs, thanks to the elimination of external agencies and manual tasks.
Marcio Arnecke, CMO, Apollo
Built for the teams that own search
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.
No hype. Real wins.
“The most successful marketing teams in the AI era will be those who build content for how the internet actually works. This isn’t a transition. It’s a transformation.”
Nicole Baer
CMO, carta
“Velocity is the most important thing. If you’re not failing, you’re not moving fast enough or being creative enough.”
George Bonaci
VP of Growth, Ramp
“AirOps has proven that AI can deliver real results for our clients, meeting our high quality bar, at scale.“
Ethan Smith
CEO,Graphite
Built for the teams that own search