Episode
85% of Your SEO Strategy is Missing — Pavel Klimakov on What Semantic SEO Actually Is
- Podcast
- The Agency Insider Show
- Published
- Mar 16, 2026
- Duration seconds
- 4002
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Summary
Most agencies think they're doing semantic SEO. Pavel Klimakov says they're just doing keyword clustering with a new label — and missing 85% of the actual picture. In this episode of The Agency Insider Show, I sit down with Pavel Klimakov — SEO researcher, founder of First Agency, and one of the leading voices in the Holistic SEO community — to break down what semantic SEO really means, why Google has an existential problem with AI content, and how next-gen ranking systems are about to change everything. Pavel has spent years studying Google patents and research papers at a level most SEOs don't even know exists. In this conversation, he reveals why keyword research alone is dangerously incomplete, how Google extracts and stores entities from your content, why a single AI-generated paragraph carries dozens of detectable flags, and what Google's 100x cost reduction in LLM-based ranking means for the future of search. If you run an agency or manage SEO for clients, this episode will challenge how you think about content strategy, AI usage, and what it actually takes to rank in 2026 and beyond. ━━━━━━━━━━━━━━━━━━━ ⏱️ CHAPTERS: 0:00 — Intro 0:50 — Pavel's Origin Story: From Black Hat to Semantic SEO 3:53 — How Koray Tugberk Gubur Changed Everything 7:02 — Does Being Based in Estonia Give You an SEO Advantage? 8:15 — Balancing Agency Work with Deep Research 11:56 — "Most Agencies Are Just Doing Keyword Clustering with Better Labels" 14:00 — The Google Patent That Changed How Pavel Does SEO 18:50 — Topical Maps: What Tools Like SEMrush & Ahrefs Can't Replicate 22:06 — Algorithmic Authorship Analysis Explained 25:33 — First Thing Agencies Should Change About Their Content Workflow 29:18 — How LLMs Actually Generate Text (And Why It Matters for SEO) 36:05 — Is Go…