{"id":666,"date":"2026-11-12T14:11:58","date_gmt":"2026-11-12T19:11:58","guid":{"rendered":"https:\/\/launchclub.ai\/blog\/?p=666"},"modified":"2026-11-12T14:15:02","modified_gmt":"2026-11-12T19:15:02","slug":"what-is-generative-engine-optimization","status":"publish","type":"post","link":"https:\/\/launchclub.ai\/blog\/what-is-generative-engine-optimization\/","title":{"rendered":"What Is Generative Engine Optimization (GEO) and How Does It Work?"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Generative engine optimization (GEO) is the practice of shaping your content and your presence across the web so that AI tools which write answers, such as ChatGPT, Claude, Perplexity and Google&#8217;s AI Overviews, use your information and mention your business. It works by making your pages easy to find, retrieve and quote, and by making sure other trusted sources describe you accurately.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This guide explains what generative engine optimization is, where the term came from, how a generative answer is built step by step, what the original research found, and six ways to earn mentions in AI answers.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/launchclub.ai\/blog\/wp-content\/uploads\/2026\/11\/how-generative-engine-optimization-works-1024x576.png\" alt=\"How generative engine optimization works: question, search, passages, answer\" class=\"wp-image-678\" srcset=\"https:\/\/launchclub.ai\/blog\/wp-content\/uploads\/2026\/11\/how-generative-engine-optimization-works-1024x576.png 1024w, https:\/\/launchclub.ai\/blog\/wp-content\/uploads\/2026\/11\/how-generative-engine-optimization-works-300x169.png 300w, https:\/\/launchclub.ai\/blog\/wp-content\/uploads\/2026\/11\/how-generative-engine-optimization-works-768x432.png 768w, https:\/\/launchclub.ai\/blog\/wp-content\/uploads\/2026\/11\/how-generative-engine-optimization-works.png 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_is_generative_engine_optimization\"><\/span>What is generative engine optimization?<span class=\"ez-toc-section-end\"><\/span><\/h2><div id=\"ez-toc-container\" class=\"ez-toc-v2_0_89 ez-toc-wrap-left counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Jump Around<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/launchclub.ai\/blog\/what-is-generative-engine-optimization\/#What_is_generative_engine_optimization\" >What is generative engine optimization?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/launchclub.ai\/blog\/what-is-generative-engine-optimization\/#Where_did_the_term_generative_engine_optimization_come_from\" >Where did the term generative engine optimization come from?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/launchclub.ai\/blog\/what-is-generative-engine-optimization\/#How_does_generative_engine_optimization_work\" >How does generative engine optimization work?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/launchclub.ai\/blog\/what-is-generative-engine-optimization\/#Step_1_the_user_asks_a_question\" >Step 1: the user asks a question<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/launchclub.ai\/blog\/what-is-generative-engine-optimization\/#Step_2_the_tool_searches_or_recalls\" >Step 2: the tool searches or recalls<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/launchclub.ai\/blog\/what-is-generative-engine-optimization\/#Step_3_the_tool_picks_passages_to_use\" >Step 3: the tool picks passages to use<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/launchclub.ai\/blog\/what-is-generative-engine-optimization\/#Step_4_the_tool_writes_the_answer_and_may_cite_sources\" >Step 4: the tool writes the answer and may cite sources<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/launchclub.ai\/blog\/what-is-generative-engine-optimization\/#What_decides_which_sources_an_AI_tool_uses\" >What decides which sources an AI tool uses?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/launchclub.ai\/blog\/what-is-generative-engine-optimization\/#What_did_the_generative_engine_optimization_research_find\" >What did the generative engine optimization research find?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/launchclub.ai\/blog\/what-is-generative-engine-optimization\/#What_work_is_done_in_generative_engine_optimization\" >What work is done in generative engine optimization?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/launchclub.ai\/blog\/what-is-generative-engine-optimization\/#A_generative_engine_optimization_example_before_and_after\" >A generative engine optimization example: before and after<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/launchclub.ai\/blog\/what-is-generative-engine-optimization\/#Generative_engine_optimization_vs_SEO_in_brief\" >Generative engine optimization vs SEO in brief<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/launchclub.ai\/blog\/what-is-generative-engine-optimization\/#6_ways_to_earn_mentions_with_generative_engine_optimization\" >6 ways to earn mentions with generative engine optimization<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/launchclub.ai\/blog\/what-is-generative-engine-optimization\/#1_Write_answer-first_sections\" >1. Write answer-first sections<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/launchclub.ai\/blog\/what-is-generative-engine-optimization\/#2_Back_claims_with_sources_figures_and_quotes\" >2. Back claims with sources, figures and quotes<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/launchclub.ai\/blog\/what-is-generative-engine-optimization\/#3_Make_your_pages_easy_for_crawlers_to_reach\" >3. Make your pages easy for crawlers to reach<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/launchclub.ai\/blog\/what-is-generative-engine-optimization\/#4_Describe_your_business_the_same_way_everywhere\" >4. Describe your business the same way everywhere<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/launchclub.ai\/blog\/what-is-generative-engine-optimization\/#5_Get_discussed_in_communities_and_reviews\" >5. Get discussed in communities and reviews<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/launchclub.ai\/blog\/what-is-generative-engine-optimization\/#6_Check_results_with_a_fixed_set_of_prompts\" >6. Check results with a fixed set of prompts<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/launchclub.ai\/blog\/what-is-generative-engine-optimization\/#Why_do_Reddit_and_forum_discussions_feed_generative_answers\" >Why do Reddit and forum discussions feed generative answers?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/launchclub.ai\/blog\/what-is-generative-engine-optimization\/#What_cant_generative_engine_optimization_do\" >What can&#8217;t generative engine optimization do?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/launchclub.ai\/blog\/what-is-generative-engine-optimization\/#How_is_generative_engine_optimization_measured\" >How is generative engine optimization measured?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/launchclub.ai\/blog\/what-is-generative-engine-optimization\/#Generative_engine_optimization_frequently_asked_questions\" >Generative engine optimization: frequently asked questions<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/launchclub.ai\/blog\/what-is-generative-engine-optimization\/#What_work_is_done_in_generative_engine_optimization-2\" >What work is done in generative engine optimization?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/launchclub.ai\/blog\/what-is-generative-engine-optimization\/#Is_generative_engine_optimization_the_same_as_AEO\" >Is generative engine optimization the same as AEO?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/launchclub.ai\/blog\/what-is-generative-engine-optimization\/#Is_SEO_going_away_with_AI\" >Is SEO going away with AI?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/launchclub.ai\/blog\/what-is-generative-engine-optimization\/#How_do_I_measure_generative_engine_optimization\" >How do I measure generative engine optimization?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/launchclub.ai\/blog\/what-is-generative-engine-optimization\/#Can_I_do_generative_engine_optimization_myself\" >Can I do generative engine optimization myself?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/launchclub.ai\/blog\/what-is-generative-engine-optimization\/#Do_I_need_special_tools_for_generative_engine_optimization\" >Do I need special tools for generative engine optimization?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"https:\/\/launchclub.ai\/blog\/what-is-generative-engine-optimization\/#Does_llmstxt_help_with_generative_engine_optimization\" >Does llms.txt help with generative engine optimization?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-31\" href=\"https:\/\/launchclub.ai\/blog\/what-is-generative-engine-optimization\/#Who_coined_the_term_generative_engine_optimization\" >Who coined the term generative engine optimization?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-32\" href=\"https:\/\/launchclub.ai\/blog\/what-is-generative-engine-optimization\/#Does_generative_engine_optimization_work_for_local_businesses\" >Does generative engine optimization work for local businesses?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-33\" href=\"https:\/\/launchclub.ai\/blog\/what-is-generative-engine-optimization\/#How_long_does_generative_engine_optimization_take\" >How long does generative engine optimization take?<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n\n\n\n\n<p class=\"wp-block-paragraph\">Generative engine optimization is the work of getting your business included, accurately, in answers written by generative AI. A generative engine is any tool that writes a new answer for each question instead of returning a list of existing pages. ChatGPT, Claude, Gemini, Microsoft Copilot, Perplexity and Google&#8217;s AI Overviews and AI Mode all work this way.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You will see generative engine optimization called by other names. Answer engine optimization (AEO), LLM optimization (LLMO), LLM SEO and AI search optimization describe largely the same goal. Our guide to <a href=\"https:\/\/launchclub.ai\/blog\/what-is-aeo\/\">what AEO is<\/a> covers that term, and <a href=\"https:\/\/launchclub.ai\/blog\/seo-vs-geo\/\">SEO vs GEO vs AEO<\/a> compares all three side by side.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Where_did_the_term_generative_engine_optimization_come_from\"><\/span>Where did the term generative engine optimization come from?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The term comes from a research paper titled <a href=\"https:\/\/arxiv.org\/abs\/2311.09735\" target=\"_blank\" rel=\"noopener\">&#8220;GEO: Generative Engine Optimization&#8221;<\/a>, by Pranjal Aggarwal and colleagues from Princeton University, Georgia Tech, the Allen Institute for AI and IIT Delhi. It was first posted in late 2023 and later presented at KDD, a major data science conference.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The researchers built a benchmark of thousands of queries, then tested how changes to a source page affected whether a generative engine used that page in its answer. Their framing stuck: just as SEO optimizes for search engines, generative engine optimization optimizes for generative engines. Marketers picked up the name quickly, and it is now the most common label for this work.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_does_generative_engine_optimization_work\"><\/span>How does generative engine optimization work?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Generative engine optimization works on the process AI tools follow when they answer a question that needs current or specific information. The details differ between tools, but the broad steps are similar.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Step_1_the_user_asks_a_question\"><\/span>Step 1: the user asks a question<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Questions to AI tools tend to be long and specific. Someone might ask, &#8220;What&#8217;s a good email platform for a small nonprofit that sends a monthly newsletter and needs donation forms?&#8221; That level of detail affects which sources look relevant.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Step_2_the_tool_searches_or_recalls\"><\/span>Step 2: the tool searches or recalls<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">For questions about products, services, prices or anything recent, most tools search the web. Some break one question into several searches, a technique often called query fan-out, to cover different parts of it. For general knowledge, the tool may answer from what the model learned in training without searching.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Step_3_the_tool_picks_passages_to_use\"><\/span>Step 3: the tool picks passages to use<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">From the search results, the tool pulls the passages that look most relevant and credible. It usually works with passages from pages, which is why a clear, self-contained paragraph that answers one question is easier to use than a long page that buries the answer.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Step_4_the_tool_writes_the_answer_and_may_cite_sources\"><\/span>Step 4: the tool writes the answer and may cite sources<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The tool combines what it found into one answer in its own words. Perplexity, Google&#8217;s AI features and ChatGPT search usually show the sources they drew on; other replies may name businesses without links. Either way, the businesses and facts in the answer come from the sources the tool chose in step 3.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/launchclub.ai\/blog\/wp-content\/uploads\/2026\/11\/generative-engine-optimization-research-1024x576.png\" alt=\"What the generative engine optimization research tested\" class=\"wp-image-679\" srcset=\"https:\/\/launchclub.ai\/blog\/wp-content\/uploads\/2026\/11\/generative-engine-optimization-research-1024x576.png 1024w, https:\/\/launchclub.ai\/blog\/wp-content\/uploads\/2026\/11\/generative-engine-optimization-research-300x169.png 300w, https:\/\/launchclub.ai\/blog\/wp-content\/uploads\/2026\/11\/generative-engine-optimization-research-768x432.png 768w, https:\/\/launchclub.ai\/blog\/wp-content\/uploads\/2026\/11\/generative-engine-optimization-research.png 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Generative engine optimization targets steps 2 and 3. You want your pages to be found in the searches the tool runs, and you want your passages, or other sources that describe you, to be the ones it picks.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_decides_which_sources_an_AI_tool_uses\"><\/span>What decides which sources an AI tool uses?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">No AI provider publishes its full selection criteria, so be wary of anyone who claims to know them exactly. From the providers&#8217; documentation, the research and what shows up in cited sources, these factors matter most:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Relevance.<\/strong> The passage answers the specific question, including its details.<\/li>\n\n\n\n<li><strong>Clarity.<\/strong> The answer is stated plainly and early, in a passage that makes sense on its own.<\/li>\n\n\n\n<li><strong>Credibility.<\/strong> The source is one the tool trusts for that topic, and claims are backed by evidence.<\/li>\n\n\n\n<li><strong>Agreement.<\/strong> Several independent sources say similar things, so the tool can state it with confidence.<\/li>\n\n\n\n<li><strong>Freshness.<\/strong> For topics that change, recently updated information is more likely to be used.<\/li>\n\n\n\n<li><strong>Access.<\/strong> The tool&#8217;s crawler can reach and read the page.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Our guide to <a href=\"https:\/\/launchclub.ai\/blog\/ai-citations\/\">AI citations<\/a> looks at which types of sites the main AI tools cite most, with the studies and their dates.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_did_the_generative_engine_optimization_research_find\"><\/span>What did the generative engine optimization research find?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The GEO paper tested several ways of rewriting a source page and measured how visible it became in generative answers. According to the paper, the methods that helped most were adding citations to credible sources, adding relevant quotations and adding statistics. The authors reported visibility gains of up to about 40% on their benchmark for the best methods.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Two other findings are worth knowing. Keyword stuffing, the old SEO habit of repeating the target phrase, performed poorly. And the best method varied by topic: what helped for a history question was not always what helped for a legal or business one.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Keep the limits in mind. The study used its own test setup and benchmark, and commercial AI tools change their systems often. Treat the findings as evidence about what tends to help, not as a formula. The underlying lesson is sound: content that is specific, sourced and easy to quote is more useful to a tool writing an answer.<\/p>\n\n\n\n<div style=\"overflow-x:auto;margin:1.5em 0;\"><table style=\"width:100%;border-collapse:collapse;color:#d6d8dd;font-size:15px;line-height:1.5;\">\n<thead>\n<tr>\n<th style=\"background:#0b1a4a;color:#ffffff;text-align:left;padding:10px 12px;border:1px solid #24345f;border-bottom:2px solid #02e95b;font-weight:600;\">Method tested in the GEO paper<\/th>\n<th style=\"background:#0b1a4a;color:#ffffff;text-align:left;padding:10px 12px;border:1px solid #24345f;border-bottom:2px solid #02e95b;font-weight:600;\">What it involves<\/th>\n<th style=\"background:#0b1a4a;color:#ffffff;text-align:left;padding:10px 12px;border:1px solid #24345f;border-bottom:2px solid #02e95b;font-weight:600;\">Reported effect<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"color:#d6d8dd;padding:10px 12px;border:1px solid #24345f;vertical-align:top;\">Cite sources<\/td>\n<td style=\"color:#d6d8dd;padding:10px 12px;border:1px solid #24345f;vertical-align:top;\">Add references to credible sources for claims<\/td>\n<td style=\"color:#d6d8dd;padding:10px 12px;border:1px solid #24345f;vertical-align:top;\">Among the strongest improvements<\/td>\n<\/tr>\n<tr>\n<td style=\"color:#d6d8dd;padding:10px 12px;border:1px solid #24345f;vertical-align:top;\">Quotation addition<\/td>\n<td style=\"color:#d6d8dd;padding:10px 12px;border:1px solid #24345f;vertical-align:top;\">Add relevant quotes from credible people or documents<\/td>\n<td style=\"color:#d6d8dd;padding:10px 12px;border:1px solid #24345f;vertical-align:top;\">Among the strongest improvements<\/td>\n<\/tr>\n<tr>\n<td style=\"color:#d6d8dd;padding:10px 12px;border:1px solid #24345f;vertical-align:top;\">Statistics addition<\/td>\n<td style=\"color:#d6d8dd;padding:10px 12px;border:1px solid #24345f;vertical-align:top;\">Replace vague claims with specific figures<\/td>\n<td style=\"color:#d6d8dd;padding:10px 12px;border:1px solid #24345f;vertical-align:top;\">Among the strongest improvements<\/td>\n<\/tr>\n<tr>\n<td style=\"color:#d6d8dd;padding:10px 12px;border:1px solid #24345f;vertical-align:top;\">Fluency and readability<\/td>\n<td style=\"color:#d6d8dd;padding:10px 12px;border:1px solid #24345f;vertical-align:top;\">Make the text clearer and easier to follow<\/td>\n<td style=\"color:#d6d8dd;padding:10px 12px;border:1px solid #24345f;vertical-align:top;\">Moderate improvement<\/td>\n<\/tr>\n<tr>\n<td style=\"color:#d6d8dd;padding:10px 12px;border:1px solid #24345f;vertical-align:top;\">Keyword stuffing<\/td>\n<td style=\"color:#d6d8dd;padding:10px 12px;border:1px solid #24345f;vertical-align:top;\">Repeat the target phrase more often<\/td>\n<td style=\"color:#d6d8dd;padding:10px 12px;border:1px solid #24345f;vertical-align:top;\">Little or no improvement<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_work_is_done_in_generative_engine_optimization\"><\/span>What work is done in generative engine optimization?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">In day-to-day terms, generative engine optimization is a mix of content, technical and reputation work. A typical GEO task list looks like this:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Listing the questions customers ask AI tools about your category.<\/li>\n\n\n\n<li>Checking how AI tools answer those questions today, and which sources they cite.<\/li>\n\n\n\n<li>Rewriting key pages so each section answers one question clearly.<\/li>\n\n\n\n<li>Adding sources, figures and quotes to claims.<\/li>\n\n\n\n<li>Checking that AI crawlers can reach the site.<\/li>\n\n\n\n<li>Making business facts consistent across the web.<\/li>\n\n\n\n<li>Earning mentions in reviews, comparisons, directories and community discussions.<\/li>\n\n\n\n<li>Re-running the same questions monthly to track progress.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"A_generative_engine_optimization_example_before_and_after\"><\/span>A generative engine optimization example: before and after<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The research lessons are easiest to see in a real paragraph. Imagine a company that sells standing desks, with this line on its product page:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Before:<\/em> &#8220;Our desks are the best on the market and help you feel great all day. Thousands of happy customers love them.&#8221;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">An AI tool answering &#8220;what should I look for in a standing desk for a small home office?&#8221; has nothing to use here. The claims are vague, unsourced and do not answer anything.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>After:<\/em> &#8220;For a small home office, look for a desk top no deeper than 60 cm, a height range that suits both sitting and standing for your height, and a motor rated for the weight of your monitors. Our compact model has a 60 cm deep top, adjusts from 64 to 129 cm and lifts up to 80 kg. It has a 4.6 out of 5 average from 1,200 reviews on an independent review site.&#8221;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The second version answers the question first, gives specific figures, names a verifiable source for the rating and makes sense on its own. It is the kind of passage a generative engine can lift into an answer and cite. It also helps the human reader more, which is the point: generative engine optimization and good writing for customers usually lead to the same page.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Generative_engine_optimization_vs_SEO_in_brief\"><\/span>Generative engine optimization vs SEO in brief<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Generative engine optimization builds on SEO. Both need crawlable, trustworthy pages. The differences are in the result and the measure: SEO earns a ranked link and a click, while GEO earns a mention inside a written answer, often with no click at all. GEO also leans more on outside sources, because AI tools blend many of them into one reply.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Google&#8217;s own <a href=\"https:\/\/developers.google.com\/search\/docs\/appearance\/ai-features\" target=\"_blank\" rel=\"noopener\">guidance on AI features<\/a> says there are no extra technical requirements to appear in AI Overviews or AI Mode beyond normal SEO best practices. For a full side-by-side comparison, read <a href=\"https:\/\/launchclub.ai\/blog\/seo-vs-geo\/\">SEO vs GEO vs AEO<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"6_ways_to_earn_mentions_with_generative_engine_optimization\"><\/span>6 ways to earn mentions with generative engine optimization<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">These six habits cover most of what generative engine optimization asks of a small business. Our guide to <a href=\"https:\/\/launchclub.ai\/blog\/ai-search-optimization\/\">AI search optimization<\/a> expands them into a full ten-step process.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Write_answer-first_sections\"><\/span>1. Write answer-first sections<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Start each section with a direct answer to the question in its heading, then add detail. A tool looking for a passage to use will find it immediately, and it will make sense without the rest of the page.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Back_claims_with_sources_figures_and_quotes\"><\/span>2. Back claims with sources, figures and quotes<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">This is the clearest lesson from the research. Replace &#8220;our software saves time&#8221; with a specific, sourced figure. Link the study, the official document or the expert you are quoting. Date any statistic that could change.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_Make_your_pages_easy_for_crawlers_to_reach\"><\/span>3. Make your pages easy for crawlers to reach<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Check your robots.txt file and any firewall or CDN bot settings. OpenAI documents its crawlers, including the OAI-SearchBot used for ChatGPT search and GPTBot used for training, on its <a href=\"https:\/\/platform.openai.com\/docs\/bots\" target=\"_blank\" rel=\"noopener\">crawler overview page<\/a>. If a tool&#8217;s search crawler is blocked, that tool cannot cite your pages.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_Describe_your_business_the_same_way_everywhere\"><\/span>4. Describe your business the same way everywhere<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Generative engines check sources against each other. If your website, Google Business Profile, directories and social profiles disagree about what you do or where you operate, the tool may describe you wrongly or not at all.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"5_Get_discussed_in_communities_and_reviews\"><\/span>5. Get discussed in communities and reviews<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Because generative answers blend sources, outside mentions carry real weight. Reviews, comparison articles, podcasts, industry directories and community threads all add to the picture an AI tool builds of your business.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"6_Check_results_with_a_fixed_set_of_prompts\"><\/span>6. Check results with a fixed set of prompts<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Run the same set of customer questions in the main AI tools every month and record whether you appear, how you are described and which sources are cited. Our <a href=\"https:\/\/launchclub.ai\/blog\/ai-visibility-audit\/\">AI visibility audit<\/a> explains how to set this up.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/launchclub.ai\/blog\/wp-content\/uploads\/2026\/11\/community-threads-feed-ai-answers-1024x576.png\" alt=\"Community discussions feeding an AI-written answer\" class=\"wp-image-680\" srcset=\"https:\/\/launchclub.ai\/blog\/wp-content\/uploads\/2026\/11\/community-threads-feed-ai-answers-1024x576.png 1024w, https:\/\/launchclub.ai\/blog\/wp-content\/uploads\/2026\/11\/community-threads-feed-ai-answers-300x169.png 300w, https:\/\/launchclub.ai\/blog\/wp-content\/uploads\/2026\/11\/community-threads-feed-ai-answers-768x432.png 768w, https:\/\/launchclub.ai\/blog\/wp-content\/uploads\/2026\/11\/community-threads-feed-ai-answers.png 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Why_do_Reddit_and_forum_discussions_feed_generative_answers\"><\/span>Why do Reddit and forum discussions feed generative answers?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Reddit and forum discussions feed generative answers because they hold the kind of first-hand comparison that recommendation questions need. When someone asks an AI tool for the best option in a category, threads where real users compare products, describe problems and say what worked are useful raw material.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">How often each tool cites Reddit varies by tool and has shifted over time, so plan around the steady part of the pattern. Our post <a href=\"https:\/\/launchclub.ai\/blog\/does-chatgpt-use-reddit\/\">Does ChatGPT use Reddit?<\/a> collects the published studies with their dates.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For generative engine optimization, the aim is to be described accurately where those discussions happen. Join communities as a real person, answer questions you know well, and disclose your connection when your business comes up. Our guide on <a href=\"https:\/\/launchclub.ai\/blog\/how-to-mention-your-brand-on-reddit\/\">how to mention your brand on Reddit<\/a> shows how to do that without sounding like an ad.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_cant_generative_engine_optimization_do\"><\/span>What can&#8217;t generative engine optimization do?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Generative engine optimization cannot guarantee that an AI tool will recommend you. Answers vary between users and sessions, depend on how the question is worded, and change when providers update their models. Anyone promising a guaranteed spot in ChatGPT or another tool is overselling. We explain why in <a href=\"https:\/\/launchclub.ai\/blog\/how-to-rank-in-chatgpt\/\">how to rank in ChatGPT<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It also cannot fix a weak reputation by itself. Generative engines repeat what the web says. If customers are unhappy or nobody talks about you, the answer reflects that. GEO helps a good business get described well; it does not invent a reputation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The practical takeaway is to fix real problems first. Answer complaints, update outdated listings and improve the parts of your service customers mention most. Those changes give AI tools better material to work with, and they help your sales whether or not anyone asks an assistant.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_is_generative_engine_optimization_measured\"><\/span>How is generative engine optimization measured?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Generative engine optimization is measured with a mix of manual checks and analytics:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Mention rate.<\/strong> For your fixed question set, how often each tool names you.<\/li>\n\n\n\n<li><strong>Accuracy.<\/strong> Whether the description of your business is correct and current.<\/li>\n\n\n\n<li><strong>Citations.<\/strong> Which of your pages, and which outside pages about you, the answers cite.<\/li>\n\n\n\n<li><strong>Referral traffic.<\/strong> Visits from AI tools, which appear in analytics under sources such as chatgpt.com or perplexity.ai.<\/li>\n\n\n\n<li><strong>Self-reported source.<\/strong> New leads who say they found you through an AI assistant.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Track the trend over several months. The same question can produce a different answer tomorrow.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Generative_engine_optimization_frequently_asked_questions\"><\/span>Generative engine optimization: frequently asked questions<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_work_is_done_in_generative_engine_optimization-2\"><\/span>What work is done in generative engine optimization?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">GEO work covers rewriting key pages answer-first, adding sources and figures, checking AI crawler access, keeping business facts consistent, earning outside mentions and tracking a fixed set of questions in the main AI tools each month.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Is_generative_engine_optimization_the_same_as_AEO\"><\/span>Is generative engine optimization the same as AEO?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Largely, yes. The two terms overlap and are often used for the same work. AEO grew out of featured snippets and voice search; GEO came from research into generative AI answers.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Is_SEO_going_away_with_AI\"><\/span>Is SEO going away with AI?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">No. AI tools that search the web rely on pages they can find and trust, which is what SEO produces. Generative engine optimization builds on SEO rather than replacing it.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_do_I_measure_generative_engine_optimization\"><\/span>How do I measure generative engine optimization?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Run a fixed set of customer questions in the main AI tools every month. Record whether you are named, how accurately you are described and which sources are cited, and watch AI referral traffic in your analytics.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Can_I_do_generative_engine_optimization_myself\"><\/span>Can I do generative engine optimization myself?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Yes. The core work is writing clear answers, keeping your details consistent, earning reviews and mentions, and checking results monthly. A small team can do it with no special tools.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Do_I_need_special_tools_for_generative_engine_optimization\"><\/span>Do I need special tools for generative engine optimization?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">No. You can start with a spreadsheet of customer questions, the free versions of the main AI tools and your existing analytics. Paid AI visibility tools save time once you track many questions across several tools, but they only measure the work.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Does_llmstxt_help_with_generative_engine_optimization\"><\/span>Does llms.txt help with generative engine optimization?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">llms.txt is a proposed file that points AI tools to a site&#8217;s most useful pages. It is easy to add, but major AI providers have not said they rely on it, so treat it as optional.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Who_coined_the_term_generative_engine_optimization\"><\/span>Who coined the term generative engine optimization?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The term comes from the research paper &#8220;GEO: Generative Engine Optimization&#8221; by Pranjal Aggarwal and colleagues from Princeton University and other institutions, first posted in late 2023.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Does_generative_engine_optimization_work_for_local_businesses\"><\/span>Does generative engine optimization work for local businesses?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Yes. AI tools answer many local questions, such as who to call for a repair or where to eat. For local businesses, consistent listings, a complete Google Business Profile, steady reviews and mentions in local community threads matter most.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_long_does_generative_engine_optimization_take\"><\/span>How long does generative engine optimization take?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Page changes can appear in AI answers within weeks once tools recrawl them. Building mentions across the web usually takes months. Expect gradual progress.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Want to see where your customers are already asking?<\/strong> <a href=\"https:\/\/launchclub.ai\/intelligence-report\">Get a free Reddit Opportunity Report<\/a> showing which Reddit threads already rank for your keywords.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>What is generative engine optimization? A plain guide to GEO: where the term came from, how AI tools build answers, what the research found and 6 ways to earn mentions.<\/p>\n","protected":false},"author":2,"featured_media":677,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[5],"tags":[],"class_list":["post-666","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai"],"acf":[],"_links":{"self":[{"href":"https:\/\/launchclub.ai\/blog\/wp-json\/wp\/v2\/posts\/666","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/launchclub.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/launchclub.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/launchclub.ai\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/launchclub.ai\/blog\/wp-json\/wp\/v2\/comments?post=666"}],"version-history":[{"count":2,"href":"https:\/\/launchclub.ai\/blog\/wp-json\/wp\/v2\/posts\/666\/revisions"}],"predecessor-version":[{"id":696,"href":"https:\/\/launchclub.ai\/blog\/wp-json\/wp\/v2\/posts\/666\/revisions\/696"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/launchclub.ai\/blog\/wp-json\/wp\/v2\/media\/677"}],"wp:attachment":[{"href":"https:\/\/launchclub.ai\/blog\/wp-json\/wp\/v2\/media?parent=666"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/launchclub.ai\/blog\/wp-json\/wp\/v2\/categories?post=666"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/launchclub.ai\/blog\/wp-json\/wp\/v2\/tags?post=666"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}