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<span id="openzim-page-title" class="mw-page-title-main"><span class="mw-page-title-main">Generative engine optimization</span></span>
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<p><b>Generative engine optimization</b> (<b>GEO</b>) is the process of improving the visibility, relevance, and structure of content in response to queries made to <a href="Generative_artificial_intelligence" title="Generative artificial intelligence">generative engines</a>, such as large language models (LLMs).
</p><p>Unlike <a href="Search_engine_optimization" title="Search engine optimization">search engine optimization</a> (SEO), which is aimed at improving rankings in traditional search engines, GEO focuses on how information is selected, summarized, or cited by artificial intelligence systems that generate answers, such as <a href="ChatGPT" title="ChatGPT">ChatGPT</a>, <a href="Claude_(AI)" class="mw-redirect" title="Claude (AI)">Claude (AI)</a>, and <a href="Gemini_(Google)" class="mw-redirect mw-disambig" title="Gemini (Google)">Gemini</a>.<sup id="cite_ref-guardian_1-0" class="reference"><a href="#cite_note-guardian-1"><span class="cite-bracket">[</span>1<span class="cite-bracket">]</span></a></sup>
</p><p>The term "generative engine optimization" is not yet universally adopted. Related terms include <b>answer engine optimization</b> (AEO),<sup id="cite_ref-2" class="reference"><a href="#cite_note-2"><span class="cite-bracket">[</span>2<span class="cite-bracket">]</span></a></sup> <b>artificial intelligence search optimization</b>,<sup id="cite_ref-3" class="reference"><a href="#cite_note-3"><span class="cite-bracket">[</span>3<span class="cite-bracket">]</span></a></sup> and <b>AI optimization</b>.<sup id="cite_ref-4" class="reference"><a href="#cite_note-4"><span class="cite-bracket">[</span>4<span class="cite-bracket">]</span></a></sup>
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<div class="mw-heading mw-heading2"><h2 id="History">History</h2></div>
<p>The concept of generative engine optimization gained prominence in the early 2020s with the rise of conversational AI and generative tools. As platforms like OpenAI's ChatGPT and Google's Gemini became widely used, marketers and content strategists began exploring ways to influence how their information appears in AI-generated answers.<sup id="cite_ref-guardian_1-1" class="reference"><a href="#cite_note-guardian-1"><span class="cite-bracket">[</span>1<span class="cite-bracket">]</span></a></sup>
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<div class="mw-heading mw-heading2"><h2 id="Industry_applications">Industry applications</h2></div>
<ul><li><b>Marketing</b>: Companies structure content to be included in AI-generated product comparisons, summaries, and recommendations.<sup id="cite_ref-forbes_5-0" class="reference"><a href="#cite_note-forbes-5"><span class="cite-bracket">[</span>5<span class="cite-bracket">]</span></a></sup></li>
<li><b>Web platforms</b>: Services like Wix and WordPress have launched GEO tools to help users improve AI visibility.<sup id="cite_ref-6" class="reference"><a href="#cite_note-6"><span class="cite-bracket">[</span>6<span class="cite-bracket">]</span></a></sup></li>
<li><b>Reputation management</b>: Individuals and brands experiment with phrasing and formatting to influence how they are represented in chatbot-generated responses.</li></ul>
<div class="mw-heading mw-heading2"><h2 id="Issues_and_criticism">Issues and criticism</h2></div>
<p>Some commentators express concern that GEO may lead to manipulation of AI-generated responses, echoing earlier debates around SEO "gaming" and misinformation.<sup id="cite_ref-guardian_1-2" class="reference"><a href="#cite_note-guardian-1"><span class="cite-bracket">[</span>1<span class="cite-bracket">]</span></a></sup>
Others warn that over-optimization could reduce information diversity or reinforce existing algorithmic biases.
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<div class="mw-heading mw-heading2"><h2 id="See_also">See also</h2></div>
<ul><li><a href="Large_language_model" title="Large language model">Large language model</a></li>
<li><a href="Prompt_engineering" title="Prompt engineering">Prompt engineering</a></li>
<li><a href="Search_engine_optimization" title="Search engine optimization">Search engine optimization</a></li>
<li><a href="Conversational_AI" class="mw-redirect" title="Conversational AI">Conversational AI</a></li></ul>
<div class="mw-heading mw-heading2"><h2 id="References">References</h2></div>
<div class="mw-references-wrap"><ol class="references">
<li id="cite_note-guardian-1"><span class="mw-cite-backlink">^ <a href="#cite_ref-guardian_1-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-guardian_1-1"><sup><i><b>b</b></i></sup></a> <a href="#cite_ref-guardian_1-2"><sup><i><b>c</b></i></sup></a></span> <span class="reference-text"><style data-mw-deduplicate="TemplateStyles:r1238218222">
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</style><cite id="CITEREFEvershed2024" class="citation web cs1">Evershed, Nick (3 November 2024). <a rel="nofollow" class="external text" href="https://www.theguardian.com/technology/2024/nov/03/the-chatbot-optimisation-game-can-we-trust-ai-web-searches">"The chatbot optimisation game: can we trust AI web searches?"</a>. <i>The Guardian</i>. Guardian News & Media<span class="reference-accessdate">. Retrieved <span class="nowrap">2025-07-15</span></span>.</cite></span>
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<li id="cite_note-2"><span class="mw-cite-backlink"><b><a href="#cite_ref-2">^</a></b></span> <span class="reference-text"><cite id="CITEREFClay2025" class="citation web cs1">Clay, Bruce (25 March 2025). <a rel="nofollow" class="external text" href="https://searchengineland.com/answer-engine-optimization-ai-models-453509">"Answer engine optimization: 6 AI models you should optimize for"</a>. <i>Search Engine Land</i><span class="reference-accessdate">. Retrieved <span class="nowrap">2025-07-30</span></span>.</cite></span>
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<li id="cite_note-3"><span class="mw-cite-backlink"><b><a href="#cite_ref-3">^</a></b></span> <span class="reference-text"><cite id="CITEREFDeBois" class="citation web cs1">DeBois, Pierre. <a rel="nofollow" class="external text" href="https://www.cmswire.com/digital-marketing/seo-vs-aiso-what-ai-search-optimization-means-for-brand-strategy/">"SEO vs. AISO: What AI Search Optimization Means for Brand Strategy"</a>. <i>CMS Wire</i><span class="reference-accessdate">. Retrieved <span class="nowrap">2025-07-30</span></span>.</cite></span>
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<li id="cite_note-4"><span class="mw-cite-backlink"><b><a href="#cite_ref-4">^</a></b></span> <span class="reference-text"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://www.forbes.com/sites/johnwerner/2025/05/04/as-ai-use-soars-companies-shift-from-seo-to-geo/">"As AI Use Soars, Companies Shift From SEO To GEO"</a>. <i>Forbes</i>. 4 May 2025<span class="reference-accessdate">. Retrieved <span class="nowrap">2025-07-30</span></span>.</cite></span>
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<li id="cite_note-forbes-5"><span class="mw-cite-backlink"><b><a href="#cite_ref-forbes_5-0">^</a></b></span> <span class="reference-text"> <span class="error mw-ext-cite-error" lang="en" dir="ltr">Cite error: The named reference <code>forbes</code> was invoked but never defined (see the help page).</span></span>
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<li id="cite_note-6"><span class="mw-cite-backlink"><b><a href="#cite_ref-6">^</a></b></span> <span class="reference-text"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://www.techradar.com/pro/website-building/wix-introduces-a-new-tool-to-optimize-sites-for-ai">"Wix introduces new tools to optimize websites for AI"</a>. <i>TechRadar Pro</i>. 17 July 2025<span class="reference-accessdate">. Retrieved <span class="nowrap">2025-07-31</span></span>.</cite></span>
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