The Search Session Enterprise SEO in the Age of LLMs: Testing What Matters Now | Martin MacDonald
What happens when old-school SEO meets the AI-powered search era?
In this episode of The Search Session, Gianluca Fiorelli sits down with Martin MacDonald to trace SEO’s evolution—from the experimental 2000s to today’s world of LLMs, structured data, and enterprise-scale challenges.
Expect insights on how AI reshapes search visibility, why structured data still pays off, and what it really takes to drive impact across millions of pages. Tune in for a sharp, human take on where search is headed next.
This is the 34 episode of: https://www.youtube.com/playlist?list=PL_sm3ydVBxdAJ84k2qsH1LkTDbtbdNrGh
Here's what you'll learn in this episode:
- (00:06) Meet Our Guest: Martin MacDonald
- (04:50) From Pre-Google SEO to AI Search
- (20:12) Spotting “AI Bros” vs. Real Experiments
- (23:41) How LLMs Really Build Answers
- (29:03) Structured Data’s Second-Order Effects in AI
- (35:24) Experiment Framework: Mining GSC for LLM Query Patterns
- (42:35) Can You Trust GSC?
- (46:12) Enterprise SEO at Scale: Breadth > Single Keywords
- (54:40) Quickfire Personal
👉 Read the full article and explore additional insights:
https://www.advancedwebranking.com/blog/enterprise-seo-in-age-of-ai-llms
Where to find Martin MacDonald
- LinkedIn: https://www.linkedin.com/in/searchmartin/
- X: https://x.com/searchmartin/
- Website: https://barbadosSEO.com
Where to find Gianluca Fiorelli
- Linkedin: https://www.linkedin.com/in/gianlucafiorelli/
- X: https://x.com/gfiorelli1
- Bluesky: https://bsky.app/profile/gfiorelli1.bsky.social
- Website: https://iloveseo.net/
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