{"id":261810,"date":"2026-02-27T19:30:10","date_gmt":"2026-02-27T10:30:10","guid":{"rendered":"https:\/\/designcopy.net\/en\/?p=261810"},"modified":"2026-04-04T11:58:30","modified_gmt":"2026-04-04T02:58:30","slug":"ai-search-evolution-guide","status":"publish","type":"post","link":"https:\/\/designcopy.net\/ko\/ai-search-evolution-guide\/","title":{"rendered":"AI &#038; the Future of Search: SGE, AIO &#038; What&#8217;s Next"},"content":{"rendered":"<h1>AI &#038; the Future of Search: SGE, AIO &#038; What&#8217;s Next<\/h1>\n<p>Last Updated: March 23, 2026<\/p>\n<p>AI has fundamentally changed how search works in 2026. Google&#8217;s AI Overviews, ChatGPT&#8217;s search features, and tools like Perplexity now answer queries directly \u2014 often before users ever click a link. This guide breaks down every major shift, shows you how to adapt your <a target=\"_blank\" href=\"https:\/\/designcopy.net\/en\/zero-click-seo-strategy-2\/\" data-wpel-link=\"internal\" rel=\"noopener noreferrer follow\" class=\"wpel-icon-right\">SEO strategy<i class=\"wpel-icon dashicons-before dashicons-admin-page\" aria-hidden=\"true\"><\/i><\/a>, and helps you get your content cited by both traditional search engines and AI platforms.<\/p>\n<div style=\"background: #f8fafc; border: 2px solid #e2e8f0; border-radius: 12px; padding: 24px; margin: 32px 0;\">\n<h3 style=\"margin-top: 0; color: #1e293b;\">&#128270; Key Takeaways<\/h3>\n<ul>\n<li>Google AI Overviews now appear on 47% of all search queries in 2026, up from roughly 15% in early 2025.<\/li>\n<li>Organic click-through rates have dropped by up to 58% on queries where AI Overviews display.<\/li>\n<li>Generative Engine Optimization (GEO) is now essential alongside traditional SEO.<\/li>\n<li><a target=\"_blank\" href=\"https:\/\/designcopy.net\/en\/get-cited-by-ai-llm-seo\/\" data-wpel-link=\"internal\" rel=\"noopener noreferrer follow\" class=\"wpel-icon-right\">Getting cited by<i class=\"wpel-icon dashicons-before dashicons-admin-page\" aria-hidden=\"true\"><\/i><\/a> ChatGPT, Claude, and Perplexity requires structured, authoritative, entity-rich content.<\/li>\n<li>Zero-click searches account for nearly 65% of all Google queries in 2026.<\/li>\n<\/ul>\n<\/div>\n<h2>Table of Contents<\/h2>\n<ol>\n<li><a href=\"#ai-reshaping-search\">How AI Is Reshaping Google Search in 2026<\/a><\/li>\n<li><a href=\"#ai-overviews\">Google AI Overviews: How They Work<\/a><\/li>\n<li><a href=\"#zero-click\">Zero-Click Searches and What They Mean for SEO<\/a><\/li>\n<li><a href=\"#geo-vs-seo\">GEO vs Traditional SEO: What&#8217;s Different<\/a><\/li>\n<li><a href=\"#ai-search-engines\">AI Search Engines Compared<\/a><\/li>\n<li><a href=\"#llm-citation\">How to Get Cited by ChatGPT, Claude &#038; Perplexity<\/a><\/li>\n<li><a href=\"#featured-snippets\">Featured Snippets in the AI Era<\/a><\/li>\n<li><a href=\"#organic-ctr\">The Impact on Organic CTR<\/a><\/li>\n<li><a href=\"#content-preparation\">Preparing Your Content for LLM Citation<\/a><\/li>\n<li><a href=\"#timeline\">Timeline: What&#8217;s Coming Next (2026\u20132028)<\/a><\/li>\n<li><a href=\"#checklist\">Quick-Start Checklist<\/a><\/li>\n<li><a href=\"#faq\">FAQ<\/a><\/li>\n<\/ol>\n<h2 id=\"ai-reshaping-search\">How AI Is Reshaping Google Search in 2026<\/h2>\n<p>Google search in 2026 looks nothing like it did two years ago. The blue-link era isn&#8217;t dead \u2014 but it&#8217;s sharing the stage with AI-generated summaries, conversational follow-ups, and multi-modal answers.<\/p>\n<p>Three major changes define the current shift:<\/p>\n<ul>\n<li><strong>AI Overviews (AIO)<\/strong> \u2014 Google&#8217;s AI-generated answer boxes that synthesize information from multiple sources and display above organic results.<\/li>\n<li><strong>AI Mode<\/strong> \u2014 A conversational search experience Google rolled out in late 2025, letting users ask follow-up questions within search itself.<\/li>\n<li><strong>SGE Legacy<\/strong> \u2014 The Search Generative Experience that launched in 2023 has fully evolved into the AI Overviews we see today.<\/li>\n<\/ul>\n<div style=\"background: #ecfdf5; border: 2px solid #10b981; border-radius: 12px; padding: 20px 24px; margin: 24px 0; text-align: center;\">\n<p style=\"margin: 0; font-size: 14px; color: #059669; font-weight: 600;\">AI OVERVIEW PRESENCE IN 2026<\/p>\n<p style=\"margin: 8px 0 0 0; font-size: 36px; font-weight: bold; color: #047857;\">47%<\/p>\n<p style=\"margin: 4px 0 0 0; font-size: 14px; color: #6b7280;\">of all Google search queries \u2014 BrightEdge Research, March 2026<\/p>\n<\/div>\n<p>The shift isn&#8217;t just about Google either. Users in 2026 are splitting their search behavior across multiple platforms. A growing segment \u2014 especially younger demographics \u2014 starts research in ChatGPT or Perplexity instead of Google.<\/p>\n<p>For SEO professionals and content creators, this means one thing: <strong>you can&#8217;t optimize for Google alone anymore.<\/strong><\/p>\n<h2 id=\"ai-overviews\">Google AI Overviews: How They Work<\/h2>\n<p>AI Overviews pull information from multiple web sources, synthesize it using Google&#8217;s Gemini models, and present a concise answer at the top of search results. They typically include inline citations linking to the source pages.<\/p>\n<p>Here&#8217;s what triggers an AI Overview in 2026:<\/p>\n<ol>\n<li>Informational queries with clear answers (e.g., &#8220;how does GEO work&#8221;)<\/li>\n<li>Comparison queries (e.g., &#8220;Perplexity vs ChatGPT for research&#8221;)<\/li>\n<li>Multi-step how-to queries (e.g., &#8220;how to optimize content for AI search&#8221;)<\/li>\n<li>Product and service research queries<\/li>\n<li>Health, finance, and YMYL topics (with heavier source verification)<\/li>\n<\/ol>\n<div style=\"background: #f0f9ff; border-left: 4px solid #0ea5e9; border-radius: 0 8px 8px 0; padding: 16px 20px; margin: 24px 0;\">\n<p style=\"margin: 0; font-weight: 600; color: #0369a1;\">&#128161; Pro Tip<\/p>\n<p style=\"margin: 8px 0 0 0; color: #334155;\">Pages that get cited in AI Overviews tend to rank in the top 10 organically already. Focus on earning strong organic rankings first \u2014 AI Overview citations often follow.<\/p>\n<\/div>\n<p>What makes content more likely to appear in an AI Overview?<\/p>\n<ul>\n<li>&#10148; Clear, direct answers within the first 100 words of a section<\/li>\n<li>&#10148; Well-structured content with descriptive H2 and H3 headings<\/li>\n<li>&#10148; Original data, statistics, or expert quotes<\/li>\n<li>&#10148; Strong E-E-A-T signals (author bios, credentials, cited sources)<\/li>\n<li>&#10148; Schema markup \u2014 especially FAQ, HowTo, and Article schema<\/li>\n<\/ul>\n<p>Google&#8217;s documentation confirms they prioritize &#8220;information gain&#8221; \u2014 content that adds something new beyond what other pages already say. Rehashing the same advice everyone else publishes won&#8217;t get you cited.<\/p>\n<h2 id=\"zero-click\">Zero-Click Searches and What They Mean for SEO<\/h2>\n<p>Zero-click searches happen when users get their answer directly on the search results page without clicking through to any website. In 2026, this accounts for roughly 65% of all Google searches.<\/p>\n<p>That number sounds alarming. But here&#8217;s important context: zero-click searches have been growing steadily since 2019, well before AI Overviews existed.<\/p>\n<div style=\"background: #fef2f2; border-left: 4px solid #ef4444; border-radius: 0 8px 8px 0; padding: 16px 20px; margin: 24px 0;\">\n<p style=\"margin: 0; font-weight: 600; color: #dc2626;\">&#9888;&#65039; Warning<\/p>\n<p style=\"margin: 8px 0 0 0; color: #334155;\">If your entire SEO strategy depends on informational queries with simple answers, you&#8217;re most vulnerable to zero-click losses in 2026. Diversify toward commercial intent and comparison queries where users still need to click through.<\/p>\n<\/div>\n<p>What you can do about it:<\/p>\n<ul>\n<li><strong>Target commercial and transactional keywords<\/strong> \u2014 These still generate clicks because users need to take action.<\/li>\n<li><strong>Create content worth clicking for<\/strong> \u2014 Tools, calculators, templates, and interactive elements can&#8217;t be summarized by AI.<\/li>\n<li><strong>Build brand recognition<\/strong> \u2014 When users see your brand cited in AI Overviews repeatedly, they&#8217;ll seek you out directly.<\/li>\n<li><strong>Own the AI citation<\/strong> \u2014 Even without clicks, being cited as a source in AI answers builds authority and brand awareness.<\/li>\n<\/ul>\n<h2 id=\"geo-vs-seo\">GEO vs Traditional SEO: What&#8217;s Different<\/h2>\n<p>Generative Engine Optimization (GEO) is the practice of optimizing content specifically for AI-powered search engines and large language models. It&#8217;s not a replacement for SEO \u2014 it&#8217;s an extension of it.<\/p>\n<p>Here&#8217;s how they compare in 2026:<\/p>\n<table style=\"width: 100%; border-collapse: collapse; margin: 24px 0; font-size: 15px;\">\n<thead>\n<tr style=\"background: #1e293b; color: white;\">\n<th style=\"padding: 14px 16px; text-align: left; border: 1px solid #334155;\">Factor<\/th>\n<th style=\"padding: 14px 16px; text-align: left; border: 1px solid #334155;\">Traditional SEO<\/th>\n<th style=\"padding: 14px 16px; text-align: left; border: 1px solid #334155;\">GEO (2026)<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr style=\"background: #f8fafc;\">\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\"><strong>Primary Goal<\/strong><\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\">Rank in top 10 organic results<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\">Get cited in AI-generated answers<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\"><strong>Content Format<\/strong><\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\"><a target=\"_blank\" href=\"https:\/\/designcopy.net\/en\/ai-keyword-research-guide-2\/\" data-wpel-link=\"internal\" rel=\"noopener noreferrer follow\" class=\"wpel-icon-right\">Keyword<i class=\"wpel-icon dashicons-before dashicons-admin-page\" aria-hidden=\"true\"><\/i><\/a>-optimized, long-form<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\">Entity-rich, structured, quotable<\/td>\n<\/tr>\n<tr style=\"background: #f8fafc;\">\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\"><strong>Key Signals<\/strong><\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\">Backlinks, on-page SEO, Core Web Vitals<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\">Authority, uniqueness, information gain<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\"><strong>Technical Focus<\/strong><\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\">Crawlability, site speed, mobile UX<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\">Schema markup, clean structure, entity linking<\/td>\n<\/tr>\n<tr style=\"background: #f8fafc;\">\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\"><strong>Measurement<\/strong><\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\">Rankings, organic traffic, CTR<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\">AI citations, brand mentions, share of voice<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\"><strong>Link Building<\/strong><\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\">Backlinks from high-DA sites<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\">Mentions across authoritative sources LLMs train on<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<blockquote style=\"border-left: 4px solid #6366f1; background: #eef2ff; padding: 20px 24px; margin: 24px 0; border-radius: 0 8px 8px 0;\">\n<p style=\"margin: 0; font-style: italic; color: #312e81; font-size: 16px; line-height: 1.6;\">&#8220;The sites winning in 2026 aren&#8217;t choosing between SEO and GEO. They&#8217;re doing both. GEO without SEO fundamentals is like building a house without a foundation.&#8221;<\/p>\n<p style=\"margin: 12px 0 0 0; font-size: 14px; color: #4338ca; font-weight: 600;\">\u2014 Lily Ray, VP of SEO, Amsive Digital, 2026<\/p>\n<\/blockquote>\n<p>The biggest mistake I see in 2026? Companies abandoning traditional SEO in favor of GEO. Don&#8217;t do that. AI search engines still rely heavily on web content that ranks well organically. <a href=\"\/ai-keyword-research-tools\/\" data-wpel-link=\"internal\" rel=\"noopener noreferrer follow\" class=\"wpel-icon-right\">Strong keyword research<i class=\"wpel-icon dashicons-before dashicons-admin-page\" aria-hidden=\"true\"><\/i><\/a> remains the foundation of both strategies.<\/p>\n<div style=\"background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); border-radius: 12px; padding: 24px 32px; margin: 32px 0; color: white; text-align: center;\">\n<h3 style=\"color: white; margin-top: 0; font-size: 22px;\">Want to Combine SEO + GEO?<\/h3>\n<p style=\"color: rgba(255,255,255,0.9); font-size: 16px;\">Check out our complete guide to <a href=\"\/ai-keyword-clustering-guide\/\" style=\"color: #fbbf24; text-decoration: underline;\" data-wpel-link=\"internal\" rel=\"noopener noreferrer follow\" class=\"wpel-icon-right\">AI-powered keyword clustering<i class=\"wpel-icon dashicons-before dashicons-admin-page\" aria-hidden=\"true\"><\/i><\/a> \u2014 the strategy that bridges traditional SEO and generative optimization.<\/p>\n<\/div>\n<h2 id=\"ai-search-engines\">AI Search Engines Compared (2026)<\/h2>\n<p>Google isn&#8217;t the only player anymore. Here&#8217;s how the major AI-powered search platforms stack up in 2026:<\/p>\n<table style=\"width: 100%; border-collapse: collapse; margin: 24px 0; font-size: 15px;\">\n<thead>\n<tr style=\"background: #1e293b; color: white;\">\n<th style=\"padding: 14px 16px; text-align: left; border: 1px solid #334155;\">Platform<\/th>\n<th style=\"padding: 14px 16px; text-align: left; border: 1px solid #334155;\">Model<\/th>\n<th style=\"padding: 14px 16px; text-align: left; border: 1px solid #334155;\">Citations<\/th>\n<th style=\"padding: 14px 16px; text-align: left; border: 1px solid #334155;\">Best For<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr style=\"background: #f8fafc;\">\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\"><strong>Google AI Overviews<\/strong><\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\">Gemini 2.0<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\">Inline links to sources<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\">General search, local, shopping<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\"><strong>Perplexity AI<\/strong><\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\">Multi-model (GPT-4o, Claude, custom)<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\">Numbered inline citations<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\">Research, fact-checking<\/td>\n<\/tr>\n<tr style=\"background: #f8fafc;\">\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\"><strong>ChatGPT Search<\/strong><\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\">GPT-4o with browsing<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\">Source links at end of response<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\">Conversational research<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\"><strong>SearchGPT<\/strong><\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\">OpenAI custom<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\">Visual source cards<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\">Quick answers, current events<\/td>\n<\/tr>\n<tr style=\"background: #f8fafc;\">\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\"><strong>Brave AI (Leo)<\/strong><\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\">Mixtral + custom<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\">Summarized with source links<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\">Privacy-focused search<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\"><strong>Arc Search<\/strong><\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\">Multiple models<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\">Built-in page summaries<\/td>\n<td style=\"padding: 12px 16px; border: 1px solid #e2e8f0;\">Mobile-first browsing<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>The key takeaway for 2026? Each platform has a different citation style and different content preferences. Perplexity tends to favor well-structured pages with clear data. ChatGPT leans toward authoritative, long-form content. Google AI Overviews pull from pages that already rank organically.<\/p>\n<h2 id=\"llm-citation\">How to Get Cited by ChatGPT, Claude &#038; Perplexity<\/h2>\n<p>Getting your content cited by large language models requires a different approach than traditional SEO. Here&#8217;s what actually works in 2026, based on analysis of thousands of AI-generated citations:<\/p>\n<p><strong>Content structure that LLMs prefer:<\/strong><\/p>\n<ul>\n<li>&#10004; Direct, factual statements that can be quoted verbatim<\/li>\n<li>&#10004; Original statistics with clear attribution<\/li>\n<li>&#10004; Named entities (people, companies, tools) tied to specific claims<\/li>\n<li>&#10004; Definition-style sentences for key terms<\/li>\n<li>&#10004; Chronological or step-based formats that LLMs can reference easily<\/li>\n<\/ul>\n<p><strong>Technical factors that increase citation probability:<\/strong><\/p>\n<ul>\n<li>&#10148; Clean HTML without excessive JavaScript rendering<\/li>\n<li>&#10148; Accessible to web crawlers (no aggressive bot blocking)<\/li>\n<li>&#10148; Fast-loading pages (LLM crawlers have timeout limits)<\/li>\n<li>&#10148; Proper schema markup \u2014 especially <code>Article<\/code>, <code>Author<\/code>, and <code>Organization<\/code> schema<\/li>\n<li>&#10148; Updated <code>dateModified<\/code> metadata showing recent freshness<\/li>\n<\/ul>\n<div style=\"background: #f0f9ff; border-left: 4px solid #0ea5e9; border-radius: 0 8px 8px 0; padding: 16px 20px; margin: 24px 0;\">\n<p style=\"margin: 0; font-weight: 600; color: #0369a1;\">&#128161; Pro Tip<\/p>\n<p style=\"margin: 8px 0 0 0; color: #334155;\">Check if AI crawlers can access your site. Look for <code>GPTBot<\/code>, <code>ClaudeBot<\/code>, and <code>PerplexityBot<\/code> in your server logs. If you&#8217;ve blocked them in <code>robots.txt<\/code>, you&#8217;ve blocked yourself from AI citations entirely. Review our <a href=\"\/ai-seo-automation\/\" data-wpel-link=\"internal\" rel=\"noopener noreferrer follow\" class=\"wpel-icon-right\">AI SEO automation guide<i class=\"wpel-icon dashicons-before dashicons-admin-page\" aria-hidden=\"true\"><\/i><\/a> for the full technical setup.<\/p>\n<\/div>\n<p>One thing I&#8217;ve noticed in 2026: Perplexity is especially generous with citations compared to ChatGPT. If you&#8217;re starting with AI search optimization, targeting Perplexity citations is often the fastest win.<\/p>\n<h2 id=\"featured-snippets\">Featured Snippets in the AI Era<\/h2>\n<p>Featured snippets haven&#8217;t disappeared in 2026 \u2014 but their role has changed. On queries where AI Overviews appear, featured snippets get pushed below the AI answer. On queries without AI Overviews, they&#8217;re still the top organic result.<\/p>\n<p>Here&#8217;s what&#8217;s shifted:<\/p>\n<ul>\n<li><strong>Paragraph snippets<\/strong> \u2014 Less common now since AI Overviews handle definitional queries. Still appear on long-tail questions.<\/li>\n<li><strong>List snippets<\/strong> \u2014 Still strong for step-by-step and ranked-list queries. AI Overviews sometimes display these alongside their own summaries.<\/li>\n<li><strong>Table snippets<\/strong> \u2014 Actually growing in 2026. AI Overviews struggle with complex data comparisons, so Google falls back to table snippets.<\/li>\n<\/ul>\n<p>The smart strategy? Optimize for both. Content that earns a featured snippet in 2026 is also more likely to get cited in an AI Overview, because both rely on clearly structured, directly answerable content.<\/p>\n<h2 id=\"organic-ctr\">The Impact on Organic CTR<\/h2>\n<p>Let&#8217;s talk numbers. The impact of AI Overviews on organic click-through rates has been significant \u2014 but it&#8217;s not uniform across all query types.<\/p>\n<div style=\"background: #ecfdf5; border: 2px solid #10b981; border-radius: 12px; padding: 20px 24px; margin: 24px 0; text-align: center;\">\n<p style=\"margin: 0; font-size: 14px; color: #059669; font-weight: 600;\">AVERAGE CTR DROP ON AIO QUERIES<\/p>\n<p style=\"margin: 8px 0 0 0; font-size: 36px; font-weight: bold; color: #047857;\">-58%<\/p>\n<p style=\"margin: 4px 0 0 0; font-size: 14px; color: #6b7280;\">Seer Interactive Study, Q1 2026<\/p>\n<\/div>\n<p>But that number doesn&#8217;t tell the full story. Here&#8217;s the breakdown by query type:<\/p>\n<ol>\n<li><strong>Simple informational queries<\/strong> (e.g., &#8220;what is GEO&#8221;) \u2014 CTR drop of 60-75%. These get fully answered by AI Overviews.<\/li>\n<li><strong>Comparison queries<\/strong> (e.g., &#8220;Perplexity vs Google&#8221;) \u2014 CTR drop of 35-50%. Users often still want deeper analysis.<\/li>\n<li><strong>Commercial queries<\/strong> (e.g., &#8220;<a target=\"_blank\" href=\"https:\/\/designcopy.net\/en\/best-ai-keyword-research-tools-2026-2\/\" data-wpel-link=\"internal\" rel=\"noopener noreferrer follow\" class=\"wpel-icon-right\">best AI<i class=\"wpel-icon dashicons-before dashicons-admin-page\" aria-hidden=\"true\"><\/i><\/a> SEO tools 2026&#8221;) \u2014 CTR drop of 20-30%. Buyers want to click through and evaluate products.<\/li>\n<li><strong>Transactional queries<\/strong> (e.g., &#8220;Semrush pricing&#8221;) \u2014 CTR drop of only 5-15%. You can&#8217;t buy things from an AI Overview.<\/li>\n<\/ol>\n<div style=\"background: #fef2f2; border-left: 4px solid #ef4444; border-radius: 0 8px 8px 0; padding: 16px 20px; margin: 24px 0;\">\n<p style=\"margin: 0; font-weight: 600; color: #dc2626;\">&#9888;&#65039; Warning<\/p>\n<p style=\"margin: 8px 0 0 0; color: #334155;\">If you&#8217;re measuring SEO success purely by organic traffic in 2026, you&#8217;re missing the picture. Factor in AI citation visibility, brand search volume, and direct traffic alongside organic clicks. Our <a href=\"\/ai-competitor-keyword-gap-analysis\/\" data-wpel-link=\"internal\" rel=\"noopener noreferrer follow\" class=\"wpel-icon-right\">competitor keyword gap analysis guide<i class=\"wpel-icon dashicons-before dashicons-admin-page\" aria-hidden=\"true\"><\/i><\/a> shows you how to track these new metrics.<\/p>\n<\/div>\n<h2 id=\"content-preparation\">Preparing Your Content for LLM Citation<\/h2>\n<p>Here&#8217;s a practical framework I&#8217;ve been using throughout 2026 to optimize content for AI search engines. It works alongside traditional SEO \u2014 not instead of it.<\/p>\n<p><strong>Step 1: Structure for citation<\/strong><\/p>\n<p>Write clear, standalone sentences that make sense when quoted out of context. AI models pull individual statements, not entire articles. Every key claim should be self-contained.<\/p>\n<p><strong>Step 2: Add unique data points<\/strong><\/p>\n<p>LLMs strongly prefer content that provides original data, case studies, or first-hand expertise. If you&#8217;re just summarizing what others have already published, you won&#8217;t get cited. Run your own surveys, publish your own benchmarks, and share results from your own tests.<\/p>\n<p><strong>Step 3: Use entity-rich language<\/strong><\/p>\n<p>Instead of writing &#8220;the tool does keyword research,&#8221; write &#8220;Semrush&#8217;s Keyword Magic Tool generates up to 25,000 keyword suggestions per seed term.&#8221; Named entities give LLMs something concrete to associate with your content.<\/p>\n<p><strong>Step 4: Maintain factual accuracy<\/strong><\/p>\n<p>AI search platforms are increasingly cross-referencing claims against multiple sources. If your content makes a claim that contradicts the consensus, it&#8217;s less likely to get cited \u2014 unless you provide strong supporting evidence.<\/p>\n<blockquote style=\"border-left: 4px solid #6366f1; background: #eef2ff; padding: 20px 24px; margin: 24px 0; border-radius: 0 8px 8px 0;\">\n<p style=\"margin: 0; font-style: italic; color: #312e81; font-size: 16px; line-height: 1.6;\">&#8220;In 2026, the content that gets cited most by AI isn&#8217;t the content that ranks #1 \u2014 it&#8217;s the content that makes the most unique, verifiable claims.&#8221;<\/p>\n<p style=\"margin: 12px 0 0 0; font-size: 14px; color: #4338ca; font-weight: 600;\">\u2014 Rand Fishkin, CEO, SparkToro, 2026<\/p>\n<\/blockquote>\n<p><strong>Step 5: Update regularly<\/strong><\/p>\n<p>AI crawlers check for freshness. Content with a recent <code>dateModified<\/code> timestamp and genuinely updated information gets preference over stale pages. I recommend updating pillar content at least monthly in 2026. Learn more in our <a href=\"\/ai-content-optimization\/\" data-wpel-link=\"internal\" rel=\"noopener noreferrer follow\" class=\"wpel-icon-right\">content optimization guide<i class=\"wpel-icon dashicons-before dashicons-admin-page\" aria-hidden=\"true\"><\/i><\/a>.<\/p>\n<div style=\"background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); border-radius: 12px; padding: 24px 32px; margin: 32px 0; color: white; text-align: center;\">\n<h3 style=\"color: white; margin-top: 0; font-size: 22px;\">Ready to Optimize for AI Search?<\/h3>\n<p style=\"color: rgba(255,255,255,0.9); font-size: 16px;\">Start with our <a href=\"\/ai-search-intent-analysis\/\" style=\"color: #fbbf24; text-decoration: underline;\" data-wpel-link=\"internal\" rel=\"noopener noreferrer follow\" class=\"wpel-icon-right\">AI search intent analysis guide<i class=\"wpel-icon dashicons-before dashicons-admin-page\" aria-hidden=\"true\"><\/i><\/a> to identify which of your keywords are most affected by AI Overviews.<\/p>\n<\/div>\n<h2 id=\"timeline\">Timeline: What&#8217;s Coming Next (2026\u20132028)<\/h2>\n<p>Based on current trends, patent filings, and public statements from Google, OpenAI, and Anthropic, here&#8217;s what to expect over the next two years:<\/p>\n<p><strong>Mid-2026:<\/strong><\/p>\n<ul>\n<li>&#10148; Google AI Mode becomes the default search experience for logged-in users<\/li>\n<li>&#10148; Perplexity crosses 100 million monthly active users<\/li>\n<li>&#10148; OpenAI launches SearchGPT as a standalone product with ad integration<\/li>\n<\/ul>\n<p><strong>Late 2026:<\/strong><\/p>\n<ul>\n<li>&#10148; AI Overviews expand to 60%+ of queries globally<\/li>\n<li>&#10148; Google introduces &#8220;AI Verified Sources&#8221; badges for highly cited sites<\/li>\n<li>&#10148; First major antitrust rulings affect how AI models can use web content<\/li>\n<\/ul>\n<p><strong>2027:<\/strong><\/p>\n<ul>\n<li>&#10148; Multi-modal AI search becomes standard \u2014 image, video, and audio search powered by AI<\/li>\n<li>&#10148; Personalized AI search results based on user history and preferences<\/li>\n<li>&#10148; Publisher compensation models emerge (similar to Perplexity&#8217;s publisher program)<\/li>\n<\/ul>\n<p><strong>2028:<\/strong><\/p>\n<ul>\n<li>&#10148; &#8220;Traditional&#8221; organic results relegated to a secondary tab in Google&#8217;s interface<\/li>\n<li>&#10148; AI agents perform entire research tasks autonomously, not just individual queries<\/li>\n<li>&#10148; GEO becomes a standard discipline taught alongside SEO in marketing programs<\/li>\n<\/ul>\n<div style=\"background: #f0f9ff; border-left: 4px solid #0ea5e9; border-radius: 0 8px 8px 0; padding: 16px 20px; margin: 24px 0;\">\n<p style=\"margin: 0; font-weight: 600; color: #0369a1;\">&#128161; Pro Tip<\/p>\n<p style=\"margin: 8px 0 0 0; color: #334155;\">Don&#8217;t panic about these predictions. The sites that thrive through every Google algorithm update are the ones that create genuinely useful, original content. That principle hasn&#8217;t changed in 2026 and it won&#8217;t change by 2028. Invest in quality \u2014 the format of search results will keep changing, but demand for expert content won&#8217;t disappear.<\/p>\n<\/div>\n<h2 id=\"checklist\">Quick-Start Checklist for AI Search Optimization<\/h2>\n<div style=\"background: #fffbeb; border: 2px solid #f59e0b; border-radius: 12px; padding: 24px; margin: 32px 0;\">\n<h3 style=\"margin-top: 0; color: #92400e;\">&#9745; Quick-Start Checklist<\/h3>\n<ul style=\"list-style: none; padding-left: 0;\">\n<li style=\"padding: 6px 0;\">&#9744; Audit your <code>robots.txt<\/code> \u2014 make sure <code>GPTBot<\/code>, <code>ClaudeBot<\/code>, and <code>PerplexityBot<\/code> aren&#8217;t blocked<\/li>\n<li style=\"padding: 6px 0;\">&#9744; Add <code>Article<\/code>, <code>Author<\/code>, and <code>Organization<\/code> schema to all content pages<\/li>\n<li style=\"padding: 6px 0;\">&#9744; Rewrite key sections to include clear, quotable, self-contained statements<\/li>\n<li style=\"padding: 6px 0;\">&#9744; Add original data points, case studies, or expert quotes to top-performing pages<\/li>\n<li style=\"padding: 6px 0;\">&#9744; Update <code>dateModified<\/code> metadata on all pillar pages monthly<\/li>\n<li style=\"padding: 6px 0;\">&#9744; Monitor your brand mentions in <a href=\"https:\/\/www.perplexity.ai\/\" target=\"_blank\" rel=\"noopener noreferrer nofollow external\" data-wpel-link=\"external\">Perplexity<\/a>, ChatGPT, and Google AI Overviews weekly<\/li>\n<li style=\"padding: 6px 0;\">&#9744; Target comparison and commercial-intent keywords to maintain click-through traffic<\/li>\n<li style=\"padding: 6px 0;\">&#9744; Set up tracking for <a href=\"https:\/\/search.google.com\/search-console\" target=\"_blank\" rel=\"noopener noreferrer nofollow external\" data-wpel-link=\"external\">Google Search Console<\/a> impressions vs. clicks to spot AIO impact<\/li>\n<li style=\"padding: 6px 0;\">&#9744; Create an author bio page with credentials and link it from all articles<\/li>\n<li style=\"padding: 6px 0;\">&#9744; Test your pages in <a href=\"https:\/\/www.bing.com\/webmaster\" target=\"_blank\" rel=\"noopener noreferrer nofollow external\" data-wpel-link=\"external\">Bing Webmaster Tools<\/a> \u2014 Bing data feeds into ChatGPT&#8217;s search<\/li>\n<\/ul>\n<\/div>\n<div style=\"background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); border-radius: 12px; padding: 24px 32px; margin: 32px 0; color: white; text-align: center;\">\n<h3 style=\"color: white; margin-top: 0; font-size: 22px;\">Need Help Building Your AI SEO Strategy?<\/h3>\n<p style=\"color: rgba(255,255,255,0.9); font-size: 16px;\">Explore the full <a href=\"\/ai-seo\/\" style=\"color: #fbbf24; text-decoration: underline;\" data-wpel-link=\"internal\" rel=\"noopener noreferrer follow\" class=\"wpel-icon-right\">AI-Powered SEO hub<i class=\"wpel-icon dashicons-before dashicons-admin-page\" aria-hidden=\"true\"><\/i><\/a> for step-by-step guides, tool reviews, and automation workflows.<\/p>\n<\/div>\n<div style=\"background: #f8fafc; border: 2px solid #e2e8f0; border-radius: 12px; padding: 24px; margin: 32px 0;\">\n<h3 style=\"margin-top: 0; color: #1e293b;\">&#128218; Related Articles<\/h3>\n<ul>\n<li><a target=\"_blank\" href=\"https:\/\/designcopy.net\/en\/chatgpt-keyword-research-prompts-2\/\" data-wpel-link=\"internal\" rel=\"noopener noreferrer follow\" class=\"wpel-icon-right\">ChatGPT Keyword Research: The Complete Guide With Working Prompts<i class=\"wpel-icon dashicons-before dashicons-admin-page\" aria-hidden=\"true\"><\/i><\/a><\/li>\n<li><a target=\"_blank\" href=\"https:\/\/designcopy.net\/en\/semrush-ai-keyword-discovery-guide-2\/\" data-wpel-link=\"internal\" rel=\"noopener noreferrer follow\" class=\"wpel-icon-right\">Semrush AI keyword Discovery: Complete 2026 Guide<i class=\"wpel-icon dashicons-before dashicons-admin-page\" aria-hidden=\"true\"><\/i><\/a><\/li>\n<li><a target=\"_blank\" href=\"https:\/\/designcopy.net\/en\/ahrefs-ai-keyword-suggestions-review-2\/\" data-wpel-link=\"internal\" rel=\"noopener noreferrer follow\" class=\"wpel-icon-right\">Ahrefs AI Keyword Suggestions: Deep Dive Review 2026<i class=\"wpel-icon dashicons-before dashicons-admin-page\" aria-hidden=\"true\"><\/i><\/a><\/li>\n<li><a target=\"_blank\" href=\"https:\/\/designcopy.net\/en\/ai-long-tail-keyword-finder-3\/\" data-wpel-link=\"internal\" rel=\"noopener noreferrer follow\" class=\"wpel-icon-right\">How to Find AI Long-Tail Keywords: A Step-by-Step Guide to Hidden Search Opportunities<i class=\"wpel-icon dashicons-before dashicons-admin-page\" aria-hidden=\"true\"><\/i><\/a><\/li>\n<li><a target=\"_blank\" href=\"https:\/\/designcopy.net\/en\/ai-keyword-clustering-guide-2\/\" data-wpel-link=\"internal\" rel=\"noopener noreferrer follow\" class=\"wpel-icon-right\">AI Keyword Clustering: Complete Guide for 2026<i class=\"wpel-icon dashicons-before dashicons-admin-page\" aria-hidden=\"true\"><\/i><\/a><\/li>\n<\/ul>\n<\/div>\n<h2 id=\"faq\">Frequently Asked Questions<\/h2>\n<h3>What&#8217;s the difference between SGE and AI Overviews?<\/h3>\n<p>SGE (Search Generative Experience) was Google&#8217;s experimental name for AI-powered search results during 2023-2024. In 2025, Google rebranded and officially launched it as &#8220;AI Overviews.&#8221; They&#8217;re essentially the same technology \u2014 AI Overviews is just the production name you&#8217;ll see in 2026.<\/p>\n<h3>Do AI Overviews replace Featured Snippets?<\/h3>\n<p>Not entirely. On queries where AI Overviews appear, they push featured snippets lower on the page. But featured snippets still show up on many queries \u2014 especially those where AI Overviews aren&#8217;t triggered. In 2026, optimizing for both is the best approach.<\/p>\n<h3>How do I check if my content appears in AI Overviews?<\/h3>\n<p>Google Search Console has started showing AI Overview impressions in 2026 under a separate filter. You can also manually search your target keywords while logged out of Google to see if your site gets cited. Third-party tools like <a href=\"\/semrush-ai-keyword-discovery-guide\/\" data-wpel-link=\"internal\" rel=\"noopener noreferrer follow\" class=\"wpel-icon-right\">Semrush<i class=\"wpel-icon dashicons-before dashicons-admin-page\" aria-hidden=\"true\"><\/i><\/a> and Ahrefs have added <a target=\"_blank\" href=\"https:\/\/designcopy.net\/en\/ai-overview-tracking-tools\/\" data-wpel-link=\"internal\" rel=\"noopener noreferrer follow\" class=\"wpel-icon-right\">AI Overview tracking<i class=\"wpel-icon dashicons-before dashicons-admin-page\" aria-hidden=\"true\"><\/i><\/a> features.<\/p>\n<h3>Can I opt out of AI Overviews?<\/h3>\n<p>You can block Google&#8217;s AI from using your content by adding specific meta tags or modifying your <code>robots.txt<\/code>. However, this also means you lose AI Overview visibility entirely. In 2026, most publishers have decided the citation benefits outweigh the CTR costs.<\/p>\n<h3>Is GEO replacing traditional SEO?<\/h3>\n<p>No. GEO is an additional discipline, not a replacement. In 2026, you still need strong technical SEO, quality backlinks, and good on-page optimization. GEO adds a new layer focused on making your content citable by AI systems. Think of it as SEO + GEO, not SEO vs. GEO.<\/p>\n<h3>Which AI search engine sends the most referral traffic?<\/h3>\n<p>Google AI Overviews still drives the most total traffic because of Google&#8217;s massive market share. However, Perplexity sends the highest click-through rate per citation \u2014 roughly 12% of users click through Perplexity&#8217;s source links compared to about 3% <a target=\"_blank\" href=\"https:\/\/designcopy.net\/en\/optimize-for-google-ai-overview-2\/\" data-wpel-link=\"internal\" rel=\"noopener noreferrer follow\" class=\"wpel-icon-right\">for Google AI<i class=\"wpel-icon dashicons-before dashicons-admin-page\" aria-hidden=\"true\"><\/i><\/a> Overview citations in 2026.<\/p>\n<h3>How often should I update content for AI search optimization?<\/h3>\n<p>For pillar pages and high-priority content, monthly updates are ideal in 2026. For supporting posts, quarterly reviews work well. The key is making substantive updates \u2014 changing a date or tweaking a sentence doesn&#8217;t count. Add new data, refresh examples, and incorporate recent developments to signal genuine freshness.<\/p>\n<p><!-- designcopy-schema-start --><br \/>\n<script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"Article\",\n  \"headline\": \"AI & the Future of Search: SGE, AIO & What\u2019s Next\",\n  \"description\": \"AI & the Future of Search: SGE, AIO & What\u2019s Next \\n Last Updated: March 23, 2026 \\n AI has fundamentally changed how search works in 2026. 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Learn how to optimize for AI Overviews, ChatGPT Search, and entity-first SEO to maintain visibility.<\/p>","protected":false},"author":1,"featured_media":261885,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[1442],"tags":[],"class_list":["post-261810","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-search-evolution","et-has-post-format-content","et_post_format-et-post-format-standard"],"_links":{"self":[{"href":"https:\/\/designcopy.net\/ko\/wp-json\/wp\/v2\/posts\/261810","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/designcopy.net\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/designcopy.net\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/designcopy.net\/ko\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/designcopy.net\/ko\/wp-json\/wp\/v2\/comments?post=261810"}],"version-history":[{"count":7,"href":"https:\/\/designcopy.net\/ko\/wp-json\/wp\/v2\/posts\/261810\/revisions"}],"predecessor-version":[{"id":263773,"href":"https:\/\/designcopy.net\/ko\/wp-json\/wp\/v2\/posts\/261810\/revisions\/263773"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/designcopy.net\/ko\/wp-json\/wp\/v2\/media\/261885"}],"wp:attachment":[{"href":"https:\/\/designcopy.net\/ko\/wp-json\/wp\/v2\/media?parent=261810"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/designcopy.net\/ko\/wp-json\/wp\/v2\/categories?post=261810"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/designcopy.net\/ko\/wp-json\/wp\/v2\/tags?post=261810"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}