AI SEO Crash Course: Search Is Going to Answer Engines, You Need a Plan

AI SEO Crash Course: Search Is Going to Answer Engines, You Need a Plan

Author: Cody Schneider May 20, 2025 Duration: 51:42
In the Pit with Cody Schneider | Marketing | Growth | Startups
BusinessEntrepreneurshipMarketing

https://www.graphed.com/ - AI data analyst to build dashboard and get insights

In this episode, I chat with James Cadwallader, co-founder of Profound, about the rise of AI search engines and their impact on traditional search methods. We discuss how tools like ChatGPT and Perplexity are changing user behavior and referral traffic patterns. James shares insights on which companies benefit most from this trend and offers strategies for enhancing brand visibility in AI search results. We explore the importance of tracking bot traffic, creating targeted content, and optimizing metadata to align with AI models' preferences, highlighting the need for brands to adapt to this new digital landscape.


🎧 What You’ll Learn

  • AI Answer Engine Dynamics
    • Distinction between AI chat (LLM-only) and AI answer engines (LLM + web retrieval)
    • Key inflection points like ChatGPT’s web-search launch (Oct 2024)
  • Who Benefits Most
    • Industries with long research cycles (auto, healthcare, consumer electronics)
    • Tech-savvy early adopters and B2B SaaS customers seeing 3–4× month-over-month growth
  • Measuring AI Impact
    • Tracking bot-to-human conversions via crawler logs + GA4 or Amplitude
    • Understanding AI referrals as a first touch in your marketing funnel
  • Tactical SEO Levers
    • Comparative “X vs. Y” articles with optimized metadata
    • Category-specific source mining (Wikipedia, Reddit, publications)
    • Creating simple, highly structured (markdown-style) content for fast crawler reasoning
  • Emerging Best Practices
    • Implementing llms.txt and bot-first content feeds
    • Building a dedicated AI visibility team—your next marketing department

⏱️ Timestamps

  • 00:00 – Intro: The AI search revolution
  • 01:00 – AI chat vs. AI answer engines explained
  • 03:00 – Case study: ChatGPT mobile growth spike
  • 05:00 – Which verticals see the biggest AI referral lift
  • 07:00 – Bot crawling: measuring crawler visits + human actions
  • 10:15 – How Profound uses synthetic data to map AI sourcing
  • 14:30 – Tactical content strategies: from comparative posts to digital PR
  • 18:45 – The future of AI SEO: protocols, agents, and team structures
  • 22:10 – Action steps: What founders & marketers must do now

🎙️ Guest Profile

James Cadwallader
Co-founder of Profound, the “Ahrefs/SEMrush for AI answer engine visibility.” James leads R&D on mapping how LLMs retrieve and cite web content, helping enterprise brands optimize for this rapidly growing channel.

🔗 Resources & Links

Profound (AI Answer Engine Visibility Platform)
https://www.tryprofound.com/

James Cadwallader on X
https://x.com/thejamescad/

Sponsor: Talent Fiber
Hire offshore engineering talent at one-third the cost of U.S. equivalents:
https://talentfiber.com


There’s a certain kind of clarity that comes from being in the thick of it, where theory meets the messy reality of building something. In the Pit with Cody Schneider is built on that premise. Host Cody Schneider creates a space that feels less like a formal interview and more like pulling up a chair next to someone who’s figuring it out as they go. You’ll hear his own unfiltered brain dumps alongside conversations with founders and marketing leaders who are currently on the front lines. The focus is relentlessly practical: how do you actually land those crucial first customers, then scale that growth without breaking everything? What does it take to move from scrappy tactics to building a marketing team that can sustain momentum? This podcast digs into the specific strategies and operational choices that make a difference when the pressure is on. It’s for anyone who prefers gritty, firsthand accounts over polished success stories. Tune in for a regular dose of actionable insight from inside the trenches of startups and growth marketing.
Author: Language: English Episodes: 65

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In the Pit with Cody Schneider | Marketing | Growth | Startups
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