The CMO Podcast

Expedia × Profound | Competing in an AI-Driven Search World // With James Cadwallader and Daniel Shin Un Kang

11 snips
Feb 4, 2026
Daniel Shin Un Kang, Expedia’s head of organic and agentic search, helping reshape AI-powered travel discovery. James Cadwallader, CEO of Profound, building tools for brands to compete in AI-driven search. They discuss AI answer engines, measuring visibility for machines, marketing for bots, persona prompting, and how CMOs should prepare for AI-led search and generative ads.
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ANECDOTE

Walking Into A 25-Person Briefing

  • James recalled walking into Expedia's Seattle HQ and finding a 25-person briefing waiting for him.
  • The deep-dive lasted eight to nine hours and showed Expedia's operational sophistication.
ANECDOTE

First Win: A $15K LOI

  • Profound's first commercial validation was a $15,000 LOI from Johnny Bentwood before the product existed.
  • That early signal helped the founders iterate quickly and hire their founding engineer.
ADVICE

Vet Vendors By Realism, Not Price

  • Choose vendors based on methodology accuracy, not just cost or scale.
  • Prefer prompting approaches that mirror real user behavior even if they are more operationally expensive.
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