{"id":24183,"date":"2025-06-02T14:28:31","date_gmt":"2025-06-02T19:28:31","guid":{"rendered":"https:\/\/www.pancommunications.com\/?post_type=insight&#038;p=24183"},"modified":"2025-06-26T11:46:49","modified_gmt":"2025-06-26T16:46:49","slug":"generative-ai-search-engine-optimization-explained","status":"publish","type":"insight","link":"https:\/\/www.pancommunications.com\/insights\/generative-ai-search-engine-optimization-explained\/","title":{"rendered":"Generative AI Search Engine Optimization Explained\u00a0"},"content":{"rendered":"\n<p>Traditional search engine platforms are increasingly integrating artificial intelligence (AI), and generative AI platforms are integrating search capabilities more and more. As a result, search user behavior is continuing to shift.<\/p>\n\n\n\n<p>While analyses of these behavioral changes often focus on generations or age groups, for business-to-business (B2B) brands, the most relevant way to determine if an audience is using AI-enabled search platforms like ChatGPT Search, Perplexity, Google AI Mode, etc. is not age \u2014 but rather how much generative AI is being adopted within the <a href=\"https:\/\/www.mckinsey.com\/capabilities\/quantumblack\/our-insights\/the-state-of-ai#:~:text=smaller%20companies%20are.-,Exhibit%2010,-We%20strive%20to\" target=\"_blank\" rel=\"noreferrer noopener\">industries and job functions<\/a> of their ideal clients. And yet, the more <a href=\"mailto:https:\/\/www.marketingaiinstitute.com\/blog\/the-ai-show-episode-146\" target=\"_blank\" rel=\"noreferrer noopener\">companies lean into AI-first approaches<\/a>, the more B2B brands can assume that most \u2014 if not all \u2014 B2B target audiences are using AI-enabled search at key moments in their buying journeys.&nbsp;<\/p>\n\n\n\n<p>As the \u201cright place\u201d part of the \u201cright message, right time\u201d mantra increasingly becomes AI-enabled, B2B brands seeking to meet their target audiences where they are must embrace generative engine optimization. But what is that, exactly?<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What Is Generative Engine Optimization?<\/h2>\n\n\n\n<p>Generative engine optimization is the practice of maximizing meaningful brand mentions in AI-enabled search platforms. Also referred to as AI search optimization or answer engine optimization, this practice leverages both the synergistic nature of large language models (LLMs) and the importance of contextual relevancy for language comprehension.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">How to Do Generative Engine Optimization (GEO)<\/h2>\n\n\n\n<p>Google aims to deliver search results that have strong <a href=\"https:\/\/developers.google.com\/search\/blog\/2022\/12\/google-raters-guidelines-e-e-a-t\" target=\"_blank\" rel=\"noreferrer noopener\">Experience, Expertise, Authoritativeness, and Trustworthiness (E-E-A-T)<\/a>. While it isn\u2019t confirmed as a direct factor in the Google Search ranking formula, E-E-A-T does help align your content with the definition of what a good search result is \u2014 on any AI-enabled search platform, Google&#8217;s or otherwise.&nbsp;<\/p>\n\n\n\n<p>Embracing E-E-A-T in content can involve everything from using credible sources, citing real-world experience, and providing statistics, to featuring authentic user-generated content and following editorial standards and guidelines.&nbsp;<\/p>\n\n\n\n<p>While keeping E-E-A-T top of mind is crucial, the key to successfully implementing GEO is understanding the <a href=\"https:\/\/developers.google.com\/machine-learning\/resources\/intro-llms\" target=\"_blank\" rel=\"noreferrer noopener\">basics of how LLMs work<\/a> and utilizing&nbsp;this knowledge to:&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><ol start=\"1\"><strong>1. Maximize brand mentions by capitalizing on synergy.<\/strong><\/ol><\/h3>\n\n\n\n<p>The LLMs used by AI-enabled search platforms <a href=\"https:\/\/ahrefs.com\/blog\/llms-flatten-originality\/\" target=\"_blank\" rel=\"noreferrer noopener\">synergize information<\/a> from multiple sources to deliver a consensus on a topic. Since the LLMs of today\u2019s leading AI-enabled search platforms leverage web <a href=\"https:\/\/searchengineland.com\/how-to-get-cited-by-ai-seo-insights-from-8000-ai-citations-455284\" target=\"_blank\" rel=\"noreferrer noopener\">content published across paid, earned, shared, and owned (PESO) media<\/a>, the more your brand is mentioned in that content, the better.&nbsp;<br>&nbsp;<br>But capitalizing on synergy doesn\u2019t mean you should regurgitate what everyone else says into your content \u2014 quite the contrary, especially if you want your content to resonate with your human audience and drive revenue. (More on this later: See PAN\u2019s Approach to Content for GEO at the bottom of this section.)&nbsp;<\/p>\n\n\n\n<div class=\"wp-block-stackable-image stk-block-image stk-block stk-33a9d5d\" data-block-id=\"33a9d5d\"><style>.stk-33a9d5d .stk-img-figcaption{text-align:center !important;}<\/style><figure><span class=\"stk-img-wrapper stk-image--shape-stretch\"><img loading=\"lazy\" decoding=\"async\" class=\"stk-img wp-image-24189\" src=\"https:\/\/www.pancommunications.com\/wp-content\/uploads\/2025\/06\/who-are-the-leading-ai-consultants-chatgpt-screenshot-consensus-example.png\" width=\"1655\" height=\"930\" srcset=\"https:\/\/www.pancommunications.com\/wp-content\/uploads\/2025\/06\/who-are-the-leading-ai-consultants-chatgpt-screenshot-consensus-example.png 1655w, https:\/\/www.pancommunications.com\/wp-content\/uploads\/2025\/06\/who-are-the-leading-ai-consultants-chatgpt-screenshot-consensus-example-300x169.png 300w, https:\/\/www.pancommunications.com\/wp-content\/uploads\/2025\/06\/who-are-the-leading-ai-consultants-chatgpt-screenshot-consensus-example-1024x575.png 1024w, https:\/\/www.pancommunications.com\/wp-content\/uploads\/2025\/06\/who-are-the-leading-ai-consultants-chatgpt-screenshot-consensus-example-768x432.png 768w, https:\/\/www.pancommunications.com\/wp-content\/uploads\/2025\/06\/who-are-the-leading-ai-consultants-chatgpt-screenshot-consensus-example-1536x863.png 1536w\" sizes=\"auto, (max-width: 1655px) 100vw, 1655px\" \/><\/span><figcaption class=\"stk-img-figcaption\"><em>A screenshot of a ChatGPT Search response to the query of &#8220;Who are the leading AI consultants?&#8221; illustrates how multiple sources formulate a consensus.<\/em><\/figcaption><\/figure><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><ol start=\"2\"><strong>2. Maximize meaning by capitalizing on contextual relevancy.<\/strong><\/ol><\/h3>\n\n\n\n<p>Because LLMs <a href=\"https:\/\/www.sap.com\/portugal\/resources\/what-is-large-language-model\" target=\"_blank\" rel=\"noreferrer noopener\">decode and replicate patterns in written language<\/a> to generate contextually relevant outputs, the more your brand is mentioned with terminology and phrases that are meaningful to your audience, the better.&nbsp;<br>&nbsp;<br>This is where a lot of traditional <a href=\"https:\/\/sites.pancommunications.com\/download-seo-sge-guide\" target=\"_blank\" rel=\"noreferrer noopener\">on-page search engine optimization best practices<\/a> can come into play. But contextual relevancy isn\u2019t limited solely to the content \u201con the page.\u201d The nature of the website publishing the content is also a key factor. &nbsp;<br>&nbsp;<br>This means that, in addition to applying an audience-first approach to your own website\u2019s content, you must keep your audience at the forefront of the content provided to industry publications.&nbsp;<\/p>\n\n\n\n<div class=\"wp-block-stackable-image stk-block-image stk-block stk-b167409\" data-block-id=\"b167409\"><style>.stk-b167409 .stk-img-figcaption{text-align:center !important;}<\/style><figure><span class=\"stk-img-wrapper stk-image--shape-stretch\"><img loading=\"lazy\" decoding=\"async\" class=\"stk-img wp-image-24190\" src=\"https:\/\/www.pancommunications.com\/wp-content\/uploads\/2025\/06\/who-are-the-leading-ai-consultants-chatgpt-screenshot-contextual-relevancy-example.png\" width=\"806\" height=\"243\" srcset=\"https:\/\/www.pancommunications.com\/wp-content\/uploads\/2025\/06\/who-are-the-leading-ai-consultants-chatgpt-screenshot-contextual-relevancy-example.png 806w, https:\/\/www.pancommunications.com\/wp-content\/uploads\/2025\/06\/who-are-the-leading-ai-consultants-chatgpt-screenshot-contextual-relevancy-example-300x90.png 300w, https:\/\/www.pancommunications.com\/wp-content\/uploads\/2025\/06\/who-are-the-leading-ai-consultants-chatgpt-screenshot-contextual-relevancy-example-768x232.png 768w\" sizes=\"auto, (max-width: 806px) 100vw, 806px\" \/><\/span><figcaption class=\"stk-img-figcaption\"><em>A screenshot of a ChatGPT Search response to the query of \u201cWho are the leading AI consultants?\u201d shows why contextual relevancy matters in reaching your target audience.<\/em><\/figcaption><\/figure><\/div>\n\n\n\n<p><strong>&gt;&gt; Related Read \u2013 <\/strong><a href=\"https:\/\/www.pancommunications.com\/insights\/how-to-get-listed-in-ai-platform-responses-a-3-step-approach\/\"><strong>How to Get Listed in AI Platform Responses<\/strong><\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><ol start=\"3\"><strong>3. Ensure the content on your website is crawlable by, and structured for, AI bots.<\/strong><\/ol><\/h3>\n\n\n\n<p>In much the same way you can <a href=\"https:\/\/support.google.com\/manufacturers\/answer\/7349854?hl=en\" target=\"_blank\" rel=\"noreferrer noopener\">grant Google access to your web content<\/a> by making sure that your robots.txt file allows user-agents &#8220;Googlebot&#8221;, &#8220;AdsBot-Google&#8221;, and &#8220;Googlebot-Image&#8221; to crawl your website, you can add similar directives for the <a href=\"https:\/\/vercel.com\/blog\/the-rise-of-the-ai-crawler\" target=\"_blank\" rel=\"noreferrer noopener\">AI bots<\/a> used by the leading AI-enabled search platforms. For example:&nbsp;<\/p>\n\n\n\n<p>User-agent: GPTBot&nbsp;<\/p>\n\n\n\n<p>Disallow:&nbsp;<\/p>\n\n\n\n<p>If you don\u2019t want the AI bots to crawl your entire website, you can <a href=\"https:\/\/datadome.co\/bot-management-protection\/blocking-with-robots-txt\/\" target=\"_blank\" rel=\"noreferrer noopener\">add specific directives<\/a> to designate which parts of your site they can explore and which they should avoid.&nbsp;The important word there is \u201cshould,\u201d as <a href=\"https:\/\/blog.cloudflare.com\/ai-labyrinth\/\" target=\"_blank\" rel=\"noreferrer noopener\">not all AI bots respect the rules<\/a> found in a&nbsp;robots.txt&nbsp;file.&nbsp;<\/p>\n\n\n\n<p>While a proposed web standard called <a href=\"https:\/\/searchengineland.com\/llms-txt-proposed-standard-453676\" target=\"_blank\" rel=\"noreferrer noopener\">llms.txt<\/a> was introduced in late 2024 as a way to provide LLM-friendly content to AI systems, the efficacy of the practical implementation of llms.txt is hindered by adoption, and the fact that robots.txt files and XML sitemaps already serve much the same purpose for web content crawlability and indexability.&nbsp;<\/p>\n\n\n\n<p>In lieu of llms.txt, some sites publish an <a href=\"https:\/\/www.orbitmedia.com\/ai-disclosure-and-training\/\" target=\"_blank\" rel=\"noreferrer noopener\">AI disclosure or training page<\/a> \u2014 but the most widely accepted best practice right now is keeping your robots.txt and XML sitemap updated and open to crawling the right content while leveraging structured data, like <a href=\"https:\/\/schema.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">Schema<\/a>, and other <a href=\"https:\/\/www.semrush.com\/blog\/on-page-seo\/\">on-page SEO<\/a> best practices. The following Lightning Talk from Google Search Central is helpful for getting started with structured data:<\/p>\n\n\n\n<div align=\"center\"> <iframe loading=\"lazy\" width=\"560\" height=\"315\" src=\"https:\/\/www.youtube.com\/embed\/hUHjeDylhE8?si=XUfh3_b2XKZCUkIx\" title=\"YouTube video player\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><ol start=\"4\"><strong>4. Monitor and analyze your brand\u2019s visibility by LLM model.<\/strong><\/ol><\/h3>\n\n\n\n<p>This can be automated via for-purchase options, like Semrush\u2019s <a href=\"https:\/\/www.semrush.com\/semrush-ai-toolkit\/\" target=\"_blank\" rel=\"noreferrer noopener\">AI Toolkit<\/a> and <a href=\"https:\/\/www.semrush.com\/lp\/enterprise-aio\/en\/\" target=\"_blank\" rel=\"noreferrer noopener\">Enterprise AI Optimization<\/a> solutions, or done manually via the AI platforms themselves. This <a href=\"https:\/\/www.wix.com\/seo\/learn\/assets\/llm-brand-visibility-tracker\" target=\"_blank\" rel=\"noreferrer noopener\">free, downloadable Google Sheets template<\/a>\u202fis a handy resource that can be used in tandem with <a href=\"https:\/\/workspace.google.com\/marketplace\/app\/gpt_for_sheets_and_docs\/677318054654\" target=\"_blank\" rel=\"noreferrer noopener\">GPT for Sheets<\/a> to guide and scale manual analyses.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><ol start=\"5\"><strong>5. Monitor and analyze traffic coming to your website from AI platforms.<\/strong><\/ol><\/h3>\n\n\n\n<p>Creating a <a href=\"https:\/\/support.google.com\/analytics\/answer\/7579450#zippy=%2Cin-this-article\" target=\"_blank\" rel=\"noreferrer noopener\">GA4 exploration<\/a> of AI platform traffic can enable deeper investigation of GEO impact, including analyses of the traffic\u2019s propensity to stick (engage) and convert. Here\u2019s how to set one up:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Sign in to GA4.&nbsp;<\/li>\n\n\n\n<li>Select Explore from the navigation on the left.&nbsp;<\/li>\n\n\n\n<li>Select Blank to create a new Free Form exploration.&nbsp;<\/li>\n\n\n\n<li>Choose the Table under Visualization.&nbsp;<\/li>\n\n\n\n<li>In the top left, give your exploration a name like AI Platform Traffic.&nbsp;<\/li>\n\n\n\n<li>Choose your date range.&nbsp;<\/li>\n\n\n\n<li>Add the dimensions of Page referrer and Landing page + query string, and then click Confirm.&nbsp;<\/li>\n\n\n\n<li>Add the metrics of Sessions, Engagement rate, and Session key event rate, and then click Confirm.&nbsp;<\/li>\n\n\n\n<li>Drop or select your dimensions in the Rows boxes.&nbsp;<\/li>\n\n\n\n<li>Set Show Rows to 500 for a more comprehensive view.&nbsp;<\/li>\n\n\n\n<li>Set Nested Rows to Yes to group Landing page + query string URLs under their Page referrers.&nbsp;<\/li>\n\n\n\n<li>Drop or select your metrics in the Values boxes.&nbsp;<\/li>\n\n\n\n<li>Drop or select Page referrer in the Filters box.&nbsp;<\/li>\n\n\n\n<li>Under Filters &gt; Conditions, select the match type of matches regex.&nbsp;Copy and paste the following regex into the Enter expression box and click Apply:<\/li>\n<\/ul>\n\n\n\n<p>.*(openai\\.com|chatgpt\\.com|gemini\\.google\\.com|claude\\.ai|perplexity\\.ai|metaai\\.com|meta\\.com\/ai).*<\/p>\n\n\n\n<p><strong>NOTE: This particular regex includes OpenAI, ChatGPT, Gemini, Claude, Perplexity, and Meta AI. <\/strong>It can be tweaked to cover the platforms you desire, but bear in mind that the \u201cEnter expression\u201d box in GA4 does have a character limit. <a href=\"https:\/\/support.google.com\/analytics\/answer\/1034324?hl=en&amp;sjid=18295197334665035811-NA\" target=\"_blank\" rel=\"noreferrer noopener\">Additional tips on regex for GA4 can be found here.<\/a><\/p>\n\n\n\n<p>The cherry on top of the GEO sundae is that your audience\u2019s awareness of your brand grows, thanks to the readerships of the PESO media sites. And, as your audience\u2019s awareness grows, queries about your brand within AI-enabled search platforms increase. This trains the LLMs, too \u2014 all while <a href=\"https:\/\/www.pancommunications.com\/services\/approach\/\">creating audience demand for your brand<\/a>.&nbsp;<\/p>\n\n\n\n<p><strong>&gt;&gt; Related Read \u2013 <\/strong><a href=\"https:\/\/www.pancommunications.com\/insights\/b2b-marketing-trends-why-brand-to-demand-is-the-future\/\"><strong>Brand to Demand: What It Is and How It Works for B2B Marketing<\/strong><\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">PAN\u2019s Approach to Content for GEO<\/h2>\n\n\n\n<p>To avoid getting lost in a sea of sameness, we recommend that B2B brands innovate with authentic thought leadership first and then build consensus. This means crafting and publishing content designed to differentiate your brand and shape your audience\u2019s perception while leaning into:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Real-world experience:<\/strong> Leverage what your brand\u2019s subject matter experts have learned, seen, and done to spark a noteworthy theory or novel strategy.<\/li>\n\n\n\n<li><strong>Collaboration:<\/strong> Get other subject matter experts to weigh in on that theory or strategy.&nbsp;<\/li>\n\n\n\n<li><strong>Ownership:<\/strong> Call it ownership. Call it branding. Call it PAN\u2019s approach to content for GEO.&nbsp;<\/li>\n\n\n\n<li><strong>Distribution:<\/strong> Spread the word about that theory or strategy across PESO media, embracing the storytelling techniques of the digital channels your audience prefers.&nbsp;<\/li>\n\n\n\n<li><strong>Engagement:<\/strong> The more that theory or strategy is talked about online, the more consensus builds.&nbsp;<\/li>\n\n\n\n<li><strong>Proof<\/strong><strong>:<\/strong> Demonstrate the practical viability or applied efficacy of that theory or strategy.&nbsp;<\/li>\n<\/ul>\n\n\n\n<p>Use your people, work, network, brand, messaging, and media placements intentionally and strategically to make a splash with your content. Then, ride the waves of engagement to drive consensus, awareness, positive perception, and revenue. An <a href=\"https:\/\/www.pancommunications.com\/expertise\/technology\/artificial-intelligence\/\">AI marketing and PR agency<\/a> that deeply understands your brand, SEO, GEO, and today&#8217;s media landscape can be your best ally.<\/p>\n\n\n\n<p><strong>&gt;&gt; <\/strong><a href=\"https:\/\/www.pancommunications.com\/contact\/\"><strong>Let\u2019s make your brand impossible to ignore<\/strong><\/a><strong>.<\/strong><\/p>\n","protected":false},"featured_media":24187,"template":"","categories":[159],"insight_type":[164],"insight_author":[699],"class_list":["post-24183","insight","type-insight","status-publish","has-post-thumbnail","hentry","category-integrated-marketing","insight_type-blog","insight_author-katie-weedman"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Generative AI Search Engine Optimization Explained \u2013 PAN\u00a0<\/title>\n<meta name=\"description\" content=\"Generative AI search engine optimization is the practice of maximizing meaningful brand mentions in AI-enabled search platforms. 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