
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.
AI Snips
Chapters
Books
Transcript
Episode notes
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.
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.
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.







