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SEO vs GEO: Deciphering Google's Latest Guide

Last week, Google published its official documentation on optimization for generative search engines.
Since then, the web has been ablaze. Dozens of posts are popping up from purists who are gloating: "Look, Google says that doing GEO is just doing good SEO. GEO agencies are dead".
What a monumental misinterpretation.
At Agence Norry, we don't pick sides. We do SEO and GEO. Together. We don't just sell simple brochure websites; we forge war machines to dominate a market.
So, let's lay our cards on the table. Here's a complete breakdown of Google's guide, the pitfalls to avoid, and the real list of best practices to implement starting today.
1. Google's PR Stunt: Reading Between the Lines
When a monopoly like Google states in black and white that GEO is merely an extension of SEO, ask yourself: why now?
The answer is purely strategic. Google sees some of its users shifting to Claude, ChatGPT, or Perplexity for direct answers. To reassure its advertisers and maintain its advertising revenue, the giant must make it seem like nothing is changing.
But the real trap lies elsewhere. Google asks you to properly optimize your sites for one reason only: to package your data so that its AI (Gemini) can ingest them, understand them, and enrich its own answers for free.
Following their guide to the letter without a global strategy is agreeing to work for their algorithm for free.
The reality on the ground? SEO attracts traditional traffic. GEO captures users from new AI engines. They go hand in hand.
2. The Essential Foundation: SEO Best Practices
Google's guide is right on one point: without impeccable technical execution, your site doesn't exist, neither for traditional search engines nor for LLMs. This is the bedrock of our profession.
Pure Technical Aspects
- Impeccable code structure: Clean, lightweight, and well-structured HTML is key. That's why we develop exclusively on Webflow.
- The JavaScript Trap: Be careful with client-side rendering (CSR). If Google's or LLM bots have to execute heavy scripts to read your text, they will move on.
- Indexability and performance: A site that takes 4 seconds to load is a dead site. Your Core Web Vitals must be in the green.
Content strategy
- The Information Gain Score (IGS): This is the most important point. Algorithms immediately detect warmed-over content or AI-rewritten content without added value. Your content must reflect you, be specific, and be based on your experience or real data.
- The actual search intent: Stop writing articles just to fill pages. Every line must precisely address a concrete problem of your target audience.
3. The mandatory evolution: GEO and AEO best practices
This is where armchair experts get it wrong. GEO (Generative Engine Optimization) and AEO (Answer Engine Optimization) are not limited to Google. The goal is to be cited where your customers ask complex questions: on Perplexity, Claude, or OpenAI.
What does NOT work (Fake web hacks)
- LLMS.txt files and Markdown formats: There's no need to overload your server with these files. Current AIs perfectly read clean HTML code.
- Chunked content (Chunking): Artificially breaking your texts into independent mini-chunks is pointless. LLMs understand the overall context of a page.
- Structured data spam: Putting Schema.org everywhere won't propel you into ChatGPT's answers. It's useful for Google's rich results, and that's it.
- Fake artificial mentions: Paying for dozens of mentions on obscure, traffic-less sites doesn't work. LLMs don't crawl these areas of the web.
What REALLY works for GEO
- Direct answer formatting (AEO): Integrate clear sections (such as concise Q&A) into your pages. AIs love to extract information from dense, factual, and directly usable text blocks.
- Overall off-site authority: LLMs cross-reference sources to verify information. To be cited by Claude or Perplexity, you need to develop your brand on trusted platforms, recognized media, expert forums, or strong ecosystems.
- Rich media integration: Generative engines are becoming multimodal. Adding unique images, infographics, or sourced videos drastically increases your chances of appearing in generated responses.
In conclusion: Don't choose a side, dominate the market
Today, GEO and AEO already account for 15% of Agence Norry's contracts. Our clients aren't waiting for an official guide to give them permission to capture market share.
SEO and GEO are not at odds: they are merging.
Those who dismiss GEO today for reassurance will be three steps behind tomorrow. Don't blindly dive into Google's marketing. Use their technical rules to optimize your SEO, but build your overall authority to master GEO.
Is your site ready for tomorrow's search?
Don't leave your visibility to chance. Let's discuss your technical and semantic strategy to turn your site into a war machine. Contact the Norry team.
Got questions?
No. SEO attracts traditional traffic. GEO makes you visible where your customers ask complex questions, such as on ChatGPT, Claude, or Perplexity. The two work together to dominate your market.
It's a marketing strategy. Google wants to reassure its advertisers to maintain its revenue. It's also a way to push you to structure your data to freely feed its Gemini AI.
No. Google's documentation confirms it's unnecessary. Current AIs are powerful enough to read clean, lightweight, and well-structured HTML code. This is our absolute priority on Webflow.
It's the indicator that measures the unique value of your content. To please classic algorithms and LLMs, you need to stop using recycled content. Publish your own figures, experience, and field data.
ChatGPT
Grok
Perplexity
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