Guy Yalif is the Chief Evangelist at Webflow, the agentic web marketing platform helping developers, designers, and marketers build and optimize sites for both human visitors and AI answer engines. Before Webflow, Guy co-founded and served as CEO of Intellimize, a machine learning personalization company Webflow acquired, and spent more than two decades at the intersection of ad tech, martech, and CMO leadership at companies including Yahoo and Twitter. Guy now leads Webflow's AEO practice and talks with hundreds of CMOs every quarter.


This episode is part of a partnership between The B2B CMO Project and Webflow. Guy joins Sydney Sloan to unpack the data behind one of the most urgent shifts in B2B marketing: why 69% of B2B buyers have already chosen a vendor based on what an LLM recommended, what's actually different about optimizing for AI answer engines versus classic SEO, and the specific technical moves that got six of Webflow's product pages more than half of the company's new AI citations in two weeks.


Episode Takeaways

  • Word-of-mouth's replacement is arriving faster than most CMOs are tracking. Buyers have long used peer recommendations as the fastest, most trusted way to build a vendor shortlist. LLMs are now filling that role, faster and available all the time, and 69% of B2B buyers have already picked a vendor because of what one recommended.
  • Most brands are barely visible inside their own category's AI answers. Across a maturity assessment of roughly two thousand company sites, the average mention rate was just 16%, the link-back rate was 6%, and share of voice against competitors was only 15%. Even when a brand does get mentioned, only about a quarter of the answer reflects its actual positioning.
  • Structure, not volume, is the highest-leverage AEO fix available right now. Webflow added FAQ blocks and schema markup to six of its highest-traffic product pages. Within two weeks, those six pages, out of a quarter million on the site, accounted for more than half of all the new AI citations Webflow earned.
  • AEO needs an engineer and a marketer in the same room, which is exactly why most teams don't do it. Schema markup is metadata a machine can read that a human can't see, and building it well takes technical and marketing expertise together. That's a structural gap, not a knowledge gap.
  • The AEO team is not the SEO team, it’s a broader mandate. Content responsibility sits with product marketing, technical work touches engineering, authority touches brand and PR, and measurement covers analytics. Good AEO looks like SEO with cross-functional buy-in that reaches the board, not a specialized side project run by one agency.

“We as CMOs have been using word-of-mouth as the fastest, most trustworthy source of how to tackle a new problem, think about a new space, or come up with a vendor shortlist. And while the LLMs don't equal the trust you and I have, for example, they are faster, and they're available all the time.” — Guy Yalif


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