The Edward Show

Google Says GEO Doesn't Exist… Here's What They're Not Telling You

May 17, 2026·16 min
Episode Description from the Publisher

E1047: Google just released official guidance on how to show up in generative AI search features like AI Overviews and AI Mode.  And according to them? GEO (Generative Engine Optimization) is just SEO. AEO (Answer Engine Optimization) is just SEO. There's no special LLM optimization playbook. So… are they telling the full truth? I break down Google's official post from Search Central and separate what's accurate from what's incomplete. Some of it is absolutely correct. Some of it shuts down common AI "growth hacks." And one part? It works - even though Google says it doesn't. If you care about showing up in AI search results - Google, ChatGPT, Perplexity, Claude - this episode will save you years of distraction. What we cover: - Why SEO is still the foundation of AI search - How retrieval-augmented generation (RAG) actually works in practice - What "query fan-out" means and why it ties AI visibility directly to traditional search rankings - Whether GEO and AEO are actually different from SEO - Why non-commodity content matters more than ever - The real reason most AI content farms spike and then collapse - Why LLMs.txt and "chunking for AI" are mostly unnecessary - What Google says about structured data (schema) and AI - The truth about off-site reputation and mentions - The real SEO signals that matter: relevance, authority, click-through rate, reduced pogo-sticking I also explain: - Why chasing AI shortcuts is usually harder than doing real SEO - How to think about page creation without creating thousands of low-quality variations - When JavaScript SEO becomes a problem - Why page experience still impacts AI visibility - How to approach reviews and reputation the right way The core takeaway: If you build pages that satisfy searchers, reduce bounce-backs to the SERPs, get mentions, and target high-intent queries - you will show up in AI search and get conversions. You don't need special AI markup. 
You don't need secret GEO frameworks. 
You don't need to flood the web with AI-generated pages. You need strong fundamentals. ⭐️ Google's post - Optimizing your website for generative AI features on Google Search - https://developers.google.com/search/docs/fundamentals/ai-optimization-guide 🚀 Edward's SEO Articles - https://edwardsturm.com/articles/search-engine-optimization/ 💎 Compact Keywords - My SEO Course - Get paying customers through SEO - Clear step-by-step video breakdowns - SEO templates to be copied and adapted for your products and services: https://compactkeywords.com/ 00:00 Google Lying Debate 00:55 SEO Still Matters 01:48 RAG And Query Fanout 03:19 GEO Versus SEO 03:50 Unique Noncommodity Content 06:06 Structure And Media 07:12 Avoid Scaled Content Abuse 08:35 Technical SEO Basics 09:36 AI SEO Myths 11:09 Mentions, Reviews, And Schema 14:06 Final Take 15:53 Wrap Up And Goodbye The Edward Show. Your daily search engine optimization podcast: https://edwardsturm.com/the-edward-show/ #generativeengineoptimization #answerengineoptimization #searchengineoptimization #seo

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