{"id":26097,"date":"2026-07-02T18:50:29","date_gmt":"2026-07-02T18:50:29","guid":{"rendered":"https:\/\/undetectable.ai/blog\/?p=26097"},"modified":"2026-07-02T18:50:31","modified_gmt":"2026-07-02T18:50:31","slug":"how-to-optimize-content-for-ai-search","status":"publish","type":"post","link":"https:\/\/undetectable.ai/blog\/how-to-optimize-content-for-ai-search\/","title":{"rendered":"How to Optimize Content for AI Search: A Practical Guide"},"content":{"rendered":"\n<p>In 2025, a <a href=\"https:\/\/www.pewresearch.org\/short-reads\/2025\/07\/22\/google-users-are-less-likely-to-click-on-links-when-an-ai-summary-appears-in-the-results\/\" rel=\"nofollow noopener\" target=\"_blank\">Pew Research Center study<\/a> discovered that Google users were less likely to click on links when an AI summary appeared in search results. With more and more users choosing AI answers over search engine results, brands must quickly learn how to keep their content visible.&nbsp;<\/p>\n\n\n\n<p>Our article studies what on-page traits get the AI search engines ChatGPT, Google AI Overviews, and Perplexity to cite content.&nbsp;<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"has-text-align-center\"><strong>Key Takeaways<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>A great way to optimize copy for AI search engines is to copy what these platforms already cite.<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>We reverse-engineered 90 pages for ChatGPT, Google AI, and Perplexity and discovered that answer-first summaries, visible publish dates, and descriptive headings were common denominators among cited pages.<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Organizing information using tables, bullet points, and numbered lists also made articles easier to extract information from.<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>The three platforms cite different sources, so it\u2019s important to optimize for each.<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">What AI Search Optimization Means in 2026<\/h2>\n\n\n\n<p>AI search optimization is the practice of creating and refining content to increase its likelihood of being cited by AI search engines when they answer user questions. It involves understanding how to make content easier for AI to discover, understand, and verify.<\/p>\n\n\n\n<p>However, unlike traditional search, where Google holds a monopoly, AI search users are spread across platforms like ChatGPT, Google AI, and Perplexity. This means that if you want to successfully optimize for AI search in 2026, you need to understand how each individual platform works and what it values in content.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Why I Stopped Trusting Generic AI Search Advice<\/h2>\n\n\n\n<p>There is an abundance of guides out there that provide recommendations for how to improve AI search visibility. Moz has a great one, which offers actionable tips on <a href=\"https:\/\/moz.com\/blog\/adjust-content-strategy-for-ai-mode#2.-structure-content-for-retrieval\" rel=\"nofollow noopener\" target=\"_blank\">how to structure content for easy AI retrieval<\/a>.<\/p>\n\n\n\n<p>It suggests the following:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Include concise answers to target search queries at the beginning of the page<\/li>\n\n\n\n<li>Use clear, descriptive H2s<\/li>\n\n\n\n<li>Write sections so that they stand on their own&nbsp;<\/li>\n\n\n\n<li>Organize information into bullet points and numbered lists<\/li>\n\n\n\n<li>Add tables to show comparisons<\/li>\n\n\n\n<li>Use internal anchors or jump links for easy navigation<\/li>\n<\/ul>\n\n\n\n<p>Articles like these are often genuinely useful, but I have two issues with them.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>They rarely account for the fact that different AI platforms might have different values<\/li>\n\n\n\n<li>The rarely back their claims with data<\/li>\n<\/ol>\n\n\n\n<p>To remedy these issues, I came up with a study that would help prove which traits scored well with which platforms.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What AI Search Actually Cites: We Reverse-Engineered 90 Queries<\/h2>\n\n\n\n<p>I wanted to see the differences between AI search engine behavior myself, so I put together a little experiment. I came up with a list of 10 questions to feed ChatGPT, Google AI, and Perplexity, pulled 3 links per AI engine per answer. Then, with Moz\u2019s guide as a starting point, I the most tallied frequently appearing traits<\/p>\n\n\n\n<p>Here\u2019s a more in-depth look at how I did it.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Step One: Creating Queries for a Niche<\/h3>\n\n\n\n<p>I picked a niche (3d printing), then wrote up 10 common search queries. These varied between informational (such as \u201chow much does 3d printing cost,\u201d \u201chow to clean a 3d printer nozzle,\u201d and \u201cuseful things to 3d print\u201d) and commercial (such as \u201cbest slicer for beginners\u201d and \u201cBambu Lab vs Creality\u201d).<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Step Two: Identifying Common On-Page Traits<\/h3>\n\n\n\n<p>Using Moz\u2019s guide to making content retrieval-ready as a reference, I built a list of on-page traits AI engines typically cite.<\/p>\n\n\n\n<p>I added other traits I believed would make extraction easier, which included: relevant pictures, FAQ sections, key takeaway summaries, and headings phrased as questions.<\/p>\n\n\n\n<p>Here is the final list I ended up with:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Clear, Descriptive H2s<\/li>\n\n\n\n<li>Publish Date<\/li>\n\n\n\n<li>Answer First Summary<\/li>\n\n\n\n<li>Table of Contents<\/li>\n\n\n\n<li>Tables<\/li>\n\n\n\n<li>Relevant Photos<\/li>\n\n\n\n<li>Numbered Steps<\/li>\n\n\n\n<li>FAQ Section<\/li>\n\n\n\n<li>Bullet Points<\/li>\n\n\n\n<li>Key Takeaways<\/li>\n\n\n\n<li>H2s Phrased as Questions<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">Step Three: Collecting Cited Pages<\/h3>\n\n\n\n<p>I fed each query to ChatGPT, Google AI, and Perplexity. Then, I collected the first three sources per answer.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Step Four: Tallying On-Page Trait Appearances<\/h3>\n\n\n\n<p>Once I gathered my sources, I looked at each source page individually and scored them against my fixed list of on-page traits.&nbsp;<\/p>\n\n\n\n<p>Note that I didn\u2019t score sources from social media websites and high-authority websites like Britannica, Wikipedia, and ScienceDirect, and here\u2019s why:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Social media websites do away with the standard rules for retrieval-ready formatting since engagement (such as likes, comments, and upvotes) provides the social signals necessary for AI engines to evaluate or verify claims.&nbsp;<\/li>\n\n\n\n<li>Britannica, Wikipedia, and ScienceDirect adhere to well-established editorial standards and are unlikely to accommodate search optimization formatting trends.&nbsp;<\/li>\n<\/ul>\n\n\n\n<p>I started with 90 total links, and subtracting high-authority websites and social media posts left me with 58 pages to analyze.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Step Five: Visualizing Results<\/h3>\n\n\n\n<p>Finally, I converted the results into a bar graph to visualize which on-page traits appeared most often among the sources cited by each AI search engine.<\/p>\n\n\n\n<p>Our findings showed that ChatGPT values retrieval-ready on-page characteristics most, followed by Google and Perplexity.&nbsp;&nbsp;<\/p>\n\n\n\n<p>Here\u2019s a chart that breaks down the percentage of cited articles that include each trait across the different search engines. Note that this doesn\u2019t account for YouTube, Reddit, Facebook, and high-authority websites.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\">On-page Trait<\/td><td class=\"has-text-align-center\" data-align=\"center\">ChatGPT<\/td><td class=\"has-text-align-center\" data-align=\"center\">Google Search<\/td><td class=\"has-text-align-center\" data-align=\"center\">Perplexity<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Clear, Descriptive H2s<\/td><td class=\"has-text-align-center\" data-align=\"center\">100.00%<\/td><td class=\"has-text-align-center\" data-align=\"center\">100.00%<\/td><td class=\"has-text-align-center\" data-align=\"center\">100.00%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Publish Date<\/td><td class=\"has-text-align-center\" data-align=\"center\">85.19%<\/td><td class=\"has-text-align-center\" data-align=\"center\">93.75%<\/td><td class=\"has-text-align-center\" data-align=\"center\">86.67%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">AF Summary<\/td><td class=\"has-text-align-center\" data-align=\"center\">66.67%<\/td><td class=\"has-text-align-center\" data-align=\"center\">62.5%<\/td><td class=\"has-text-align-center\" data-align=\"center\">46.67%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">ToC<\/td><td class=\"has-text-align-center\" data-align=\"center\">59.26%<\/td><td class=\"has-text-align-center\" data-align=\"center\">62.5%<\/td><td class=\"has-text-align-center\" data-align=\"center\">33.33%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Tables<\/td><td class=\"has-text-align-center\" data-align=\"center\">62.96%<\/td><td class=\"has-text-align-center\" data-align=\"center\">31.25%<\/td><td class=\"has-text-align-center\" data-align=\"center\">20.00%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Relevant Photos<\/td><td class=\"has-text-align-center\" data-align=\"center\">44.44%<\/td><td class=\"has-text-align-center\" data-align=\"center\">43.75%<\/td><td class=\"has-text-align-center\" data-align=\"center\">33.33%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Numbered Steps<\/td><td class=\"has-text-align-center\" data-align=\"center\">44.44%<\/td><td class=\"has-text-align-center\" data-align=\"center\">31.25%<\/td><td class=\"has-text-align-center\" data-align=\"center\">40.00%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">FAQ Section<\/td><td class=\"has-text-align-center\" data-align=\"center\">44.44%<\/td><td class=\"has-text-align-center\" data-align=\"center\">43.75%<\/td><td class=\"has-text-align-center\" data-align=\"center\">13.33%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Bullet Points<\/td><td class=\"has-text-align-center\" data-align=\"center\">51.85%<\/td><td class=\"has-text-align-center\" data-align=\"center\">18.75%<\/td><td class=\"has-text-align-center\" data-align=\"center\">13.33%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Key Takeaways<\/td><td class=\"has-text-align-center\" data-align=\"center\">29.63%<\/td><td class=\"has-text-align-center\" data-align=\"center\">18.75%<\/td><td class=\"has-text-align-center\" data-align=\"center\">20.00%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Question H2s<\/td><td class=\"has-text-align-center\" data-align=\"center\">25.93%<\/td><td class=\"has-text-align-center\" data-align=\"center\">18.75%<\/td><td class=\"has-text-align-center\" data-align=\"center\">20.00%<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">The Differences in What ChatGPT, Google AI, and Perplexity Value<\/h2>\n\n\n\n<p>As I predicted, ChatGPT, Google AI, and Perplexity rarely cited the same sources. Of the 90 total links I collected, only four appeared across multiple engines, further proving that each platform uses different criteria when selecting sources.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">What ChatGPT Values<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\">On-page trait<\/td><td class=\"has-text-align-center\" data-align=\"center\">Percentage of pages to include trait<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Clear, Descriptive H2s<\/td><td class=\"has-text-align-center\" data-align=\"center\">100.00%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Publish Date<\/td><td class=\"has-text-align-center\" data-align=\"center\">85.19%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">AF Summary<\/td><td class=\"has-text-align-center\" data-align=\"center\">66.67%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">ToC<\/td><td class=\"has-text-align-center\" data-align=\"center\">59.26%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Tables<\/td><td class=\"has-text-align-center\" data-align=\"center\">62.96%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Relevant Photos<\/td><td class=\"has-text-align-center\" data-align=\"center\">44.44%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Numbered Steps<\/td><td class=\"has-text-align-center\" data-align=\"center\">44.44%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">FAQ Section<\/td><td class=\"has-text-align-center\" data-align=\"center\">44.44%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Bullet Points<\/td><td class=\"has-text-align-center\" data-align=\"center\">51.85%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Key Takeaways<\/td><td class=\"has-text-align-center\" data-align=\"center\">29.63%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Question H2s<\/td><td class=\"has-text-align-center\" data-align=\"center\">25.93%<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>Based on the citation patterns I observed, ChatGPT valued retrieval-friendly structure most.<\/p>\n\n\n\n<p>It pulled from sources that communicated answers clearly and used features like numbered lists, bullet points, tables, and tables of contents to make content easier to parse and navigate.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">What Google AI Values<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\">On-page Trait<\/td><td class=\"has-text-align-center\" data-align=\"center\">Percentage of pages to include trait<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Clear, Descriptive H2s<\/td><td class=\"has-text-align-center\" data-align=\"center\">100.00%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Publish Date<\/td><td class=\"has-text-align-center\" data-align=\"center\">93.75%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">AF Summary<\/td><td class=\"has-text-align-center\" data-align=\"center\">62.50%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">ToC<\/td><td class=\"has-text-align-center\" data-align=\"center\">62.50%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Tables<\/td><td class=\"has-text-align-center\" data-align=\"center\">31.25%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Relevant Photos<\/td><td class=\"has-text-align-center\" data-align=\"center\">43.75%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Numbered Steps<\/td><td class=\"has-text-align-center\" data-align=\"center\">31.25%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">FAQ Section<\/td><td class=\"has-text-align-center\" data-align=\"center\">43.75%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Bullet Points<\/td><td class=\"has-text-align-center\" data-align=\"center\">18.75%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Key Takeaways<\/td><td class=\"has-text-align-center\" data-align=\"center\">18.75%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Question H2s<\/td><td class=\"has-text-align-center\" data-align=\"center\">18.75%<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>Google AI tends to cite YouTube for questions that benefit from visual explanations. Additionally, in my study, a very high percentage of cited articles included visible publish dates, indicating a preference for fresh content.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">What Perplexity Values<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\">On-page Trait<\/td><td class=\"has-text-align-center\" data-align=\"center\">Percentage of pages to include trait<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Clear, Descriptive H2s<\/td><td class=\"has-text-align-center\" data-align=\"center\">100.00%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Publish Date<\/td><td class=\"has-text-align-center\" data-align=\"center\">86.67%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">AF Summary<\/td><td class=\"has-text-align-center\" data-align=\"center\">46.67%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">ToC<\/td><td class=\"has-text-align-center\" data-align=\"center\">33.33%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Tables<\/td><td class=\"has-text-align-center\" data-align=\"center\">20.00%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Relevant Photos<\/td><td class=\"has-text-align-center\" data-align=\"center\">33.33%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Numbered Steps<\/td><td class=\"has-text-align-center\" data-align=\"center\">40.00%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">FAQ Section<\/td><td class=\"has-text-align-center\" data-align=\"center\">13.33%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Bullet Points<\/td><td class=\"has-text-align-center\" data-align=\"center\">13.33%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Key Takeaways<\/td><td class=\"has-text-align-center\" data-align=\"center\">20.00%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Question H2s<\/td><td class=\"has-text-align-center\" data-align=\"center\">20.00%<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>Of the three platforms, Perplexity cited social media sites most frequently. This hints at a possible preference towards content that provides original data, acknowledges multiple viewpoints, and offers community consensus signals.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Other Notable Insights from the Study<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><picture><source srcset=\"https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2026\/07\/ffffff-4-1024x683.avif 1024w,https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2026\/07\/ffffff-4-300x200.avif 300w,https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2026\/07\/ffffff-4-768x512.avif 768w,https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2026\/07\/ffffff-4-18x12.webp 18w,https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2026\/07\/ffffff-4.avif 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" type=\"image\/avif\"><source srcset=\"https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2026\/07\/ffffff-4-1024x683.webp 1024w,https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2026\/07\/ffffff-4-300x200.webp 300w,https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2026\/07\/ffffff-4-768x512.webp 768w,https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2026\/07\/ffffff-4-18x12.webp 18w,https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2026\/07\/ffffff-4.webp 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" type=\"image\/webp\"><img src=\"https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2026\/07\/ffffff-4-1024x683.jpg\" height=\"683\" width=\"1024\" srcset=\"https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2026\/07\/ffffff-4-1024x683.jpg 1024w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2026\/07\/ffffff-4-300x200.jpg 300w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2026\/07\/ffffff-4-768x512.jpg 768w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2026\/07\/ffffff-4-18x12.jpg 18w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2026\/07\/ffffff-4.jpg 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" class=\"wp-image-26117 sp-no-webp\" alt=\"An ai robot with multiple speech bubbles\" loading=\"lazy\" decoding=\"async\"  > <\/picture><\/figure>\n<\/div>\n\n\n<p>Aside from tallying which on-page traits each platform valued, my study also allowed me to uncover two notable insights: that social media platforms are popular sources for Google and Perplexity, and that not all sources pulled from content that focused on answering the user\u2019s query.&nbsp;<\/p>\n\n\n\n<p>Below, I dive deeper and explain what these discoveries mean for AI optimization.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Reddit, YouTube, and high-authority websites are cited frequently&nbsp;<\/h3>\n\n\n\n<p>One clear pattern from my analysis is that AI search engines frequently pull information from social platforms, namely Reddit, YouTube, and Facebook.&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Perplexity cited Reddit <strong>five<\/strong> times, while Google AI and ChatGPT each cited it <strong>twice<\/strong>.<\/li>\n\n\n\n<li>Google AI cited YouTube <strong>eight<\/strong> times, compared with three citations from Perplexity.<\/li>\n\n\n\n<li>Google AI and Perplexity cited Facebook <strong>three<\/strong> and <strong>four<\/strong> times, respectively.&nbsp;<\/li>\n<\/ul>\n\n\n\n<p>Google AI&#8217;s preference for YouTube is not particularly surprising. Because YouTube is part of the Google ecosystem, its content is very easy for Google\u2019s AI models to extract. It\u2019s also possible that me choosing the <em>very<\/em> visually-oriented 3d printing niche skewed results toward video.&nbsp;<\/p>\n\n\n\n<p>However, there may be another reason Google AI cites YouTube, which reflects the same trend seen with Reddit and Facebook. As social platforms, they provide two things AI search engines (more prominently Google AI and Perplexity) value: new information, and signals of social approval.&nbsp;<\/p>\n\n\n\n<p>On social media platforms, users frequently share firsthand experiences, practical advice, and personal observations that are difficult to find in traditional content.<\/p>\n\n\n\n<p>Other users can challenge, validate, expand upon, or endorse those contributions, which grants AI a deeper understanding of what\u2019s going on.&nbsp;<\/p>\n\n\n\n<p>The broader takeaway here is that AI search engines appear to value content that demonstrates breadth, evidence, and real-world experience. You don\u2019t have to post content on social media.<\/p>\n\n\n\n<p>Instead, your pages must offer what social media offers: original insights that acknowledge differing perspectives and back their claims with examples and evidence.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">AI search platforms won\u2019t always pull sources from direct answers<\/h3>\n\n\n\n<p>The study also found that AI search platforms don\u2019t <em>always<\/em> cite the pages that directly answer your question. Sometimes, they pull information from related sources. For example, when I looked up Bambu Lab versus Creality, Google AI gathered details from a buyer\u2019s guide rather than from a dedicated comparison article.&nbsp;<\/p>\n\n\n\n<p>If a page does not need to answer an exact query for AI to cite it, what does that mean for AI visibility?&nbsp;<\/p>\n\n\n\n<p>It means that it is possible to broaden the range of queries your article can provide answers for. As long as it provides useful, relevant information, it can still become a source.<\/p>\n\n\n\n<p>Moz\u2019s article on <a href=\"https:\/\/moz.com\/blog\/adjust-content-strategy-for-ai-mode\" rel=\"nofollow noopener\" target=\"_blank\">adjusting content strategy for Google AI<\/a> suggests structuring each section so that it can stand on its own. This makes it easier for AI systems to identify, extract, and cite relevant information.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">The Traits Pages Need to Get Cited By AI Search<\/h2>\n\n\n\n<p>While we\u2019ve established that different AI search engines prioritize different traits, there are a few core qualities that all three value. Adhering to these fundamentals is a failsafe way of improving visibility.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Use descriptive headers<\/h3>\n\n\n\n<p><strong>Most useful for:<\/strong> All&nbsp;<\/p>\n\n\n\n<p>Your H2s should clearly and succinctly describe the content of each section. This makes it easier for AI systems to identify what information it can extract and where. For example, \u201c10 Factors That Influence The 3D Printing Cost\u201d clearly communicates what and how much information the section will provide.&nbsp;<\/p>\n\n\n\n<p>Many people assume that question-style headings improve AI search visibility, since they closely match the queries users send. However, my findings do not support that idea. Only 13 of the 58 pages cited in the study phrased their headings as questions.&nbsp;<\/p>\n\n\n\n<p>What matters more is clarity. As long as your heading clearly describes what to expect from the section, AI search engines can easily match it to relevant user queries.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Show a visible publish date<\/h3>\n\n\n\n<p><strong>Most useful for: <\/strong>Google AI<\/p>\n\n\n\n<p>A visible publish date appeared on 51 of the 58 pages I analyzed, making it the second-most common element among the articles surfaced by AI search engines.<\/p>\n\n\n\n<p>Though I attribute this prevalence to&nbsp; the fact that many content management systems display publication dates by default (rather than a strong preference from AI systems themselves) a publish date can provide meaningful value.<\/p>\n\n\n\n<p>A publication date helps readers and search systems assess how current a piece of content is. It signals that the content is likely to be relevant to recent or emerging developments, recommendations, or best practices.<\/p>\n\n\n\n<p>This is especially useful for topics that evolve over time, such as buyer\u2019s guides or how-to articles that rely on updating products, tools, or techniques.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Include a clear answer near the top of the page<\/h3>\n\n\n\n<p><strong>Most useful for:<\/strong> ChatGPT<\/p>\n\n\n\n<p>Out of the 58 pages I analyzed, 35 opened with a clearly-worded answer to the user query they intended to target. This statement gives both readers and AI systems a quick overview of the page&#8217;s topic.<\/p>\n\n\n\n<p>By leading with this summary, the content helps AI tools quickly identify what the article is about and determine which user queries it best addresses.<\/p>\n\n\n\n<p>For example, one question I asked was \u201cHow much does 3d printing cost?\u201d Eufymaker, one of websites Google AI cited included this answer in the intro:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u201cIn 2026, 3D printing costs can start at $3 for a small part and go over $1,000 for larger or more complex projects. If you print at home, the same item might only cost $0.5 to $10 in material.\u201d<\/strong><\/li>\n<\/ul>\n\n\n\n<p>Some of the pages I reviewed included this summary as a separate section, while others wove it into the introduction as a natural lead-in to the main content. As long as the summary appears very early into the article, either strategy is acceptable.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Organize information into numbered lists, bullet points, and tables<\/h3>\n\n\n\n<p><strong>Most useful for:<\/strong> ChatGPT<\/p>\n\n\n\n<p>According to my study, of the 58 cited pages I analyzed, 25 used tables, 23 used numbered lists, and 19 used bullet points. These formats were especially prominent in ChatGPT sources, which used tables 19 times, numbered steps 12 times, and bullet points 13 times.&nbsp;<\/p>\n\n\n\n<p>Again, while these numbers don\u2019t immediately prove that AI search engines prefer these formats, the correction is worth examining.&nbsp;<\/p>\n\n\n\n<p>The likely reason that numbered lists, bullet points, and tables are a common characteristic among cited pages is that they make information easy to process. They break content down into clear, structured pieces, which makes information easier to locate and understand.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Add original photos, videos, and graphics if relevant<\/h3>\n\n\n\n<p><strong>Most useful for:<\/strong> ChatGPT and Google, especially for visually-oriented queries<\/p>\n\n\n\n<p>25 out of the 58 pages cited in my analysis included photos, videos and graphics. Though I attribute these results to the fact that I picked the 3d printing niche and asked questions that usually required visual answers, I still believe that visuals contribute to AI visibility indirectly, especially if they are original.<\/p>\n\n\n\n<p>Why? Because visuals often make content more useful. They can help illustrate processes, products, or concepts that are difficult to explain with text alone.<\/p>\n\n\n\n<p>For example, one of the articles Google AI cited when I looked up \u201cHow to clean a 3d-printer nozzle\u201d included original images that showed how to execute each significant maintenance step.&nbsp;<\/p>\n\n\n\n<p>AI search engines tend to favor content that demonstrates expertise and offers unique value. When you include original images that prove topical expertise, showcase real-world results, or illustrate difficult-to-explain ideas, you strengthen the usefulness and credibility of your page.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Include a FAQ section if necessary<\/h3>\n\n\n\n<p><strong>Most useful for:<\/strong> ChatGPT<\/p>\n\n\n\n<p>Having a FAQ section can be really helpful for search visibility. Of the 58 pages I looked at, I found that 20 of them had FAQ sections. This doesn&#8217;t necessarily mean that AI search engines favor this format, but it&#8217;s clear that presenting information in this way has its advantages.<\/p>\n\n\n\n<p>Well-written FAQ sections address specific questions in a clear, concise format. This structure makes it easier for AI systems to find direct answers and match them to user queries.<\/p>\n\n\n\n<p>FAQ sections also help pages cover related questions that may not fit naturally into the main body of the article, which can help the content answer a wider range of questions.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Frequently Asked Questions<\/h2>\n\n\n<div id=\"rank-math-faq\" class=\"rank-math-block\">\n<div class=\"rank-math-list \">\n<div id=\"faq-question-1783009811375\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \">What is AI search optimization?<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>AI search optimization is the practice of refining content to increase the likelihood of getting cited by generative AI answers. It means making content easier for AI systems to understand, verify, and extract information from.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1783009825287\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \">Is optimizing for ChatGPT the same as optimizing for Perplexity?<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>ChatGPT and Perplexity prioritize different signals, though there is some overlap in what they value. Based on the citation patterns observed in the study, ChatGPT often favors pages that present clear, direct answers in easy-to-retrieve formats. <\/p>\n<p>On the other hand, Perplexity seems to lean toward forums, social media, and other sources that reflect community experiences and consensus.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1783009841093\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \">Does AI search optimization replace SEO?<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>No. You need to take both into account. Though AI search engines are rapidly gaining popularity, many users still use search engines. Google also still shows traditional search results for certain queries.\u00a0<\/p>\n<p>Additionally, SEO and AI search optimization share many of the same content quality principles. Both value content that is clear, well-structured, and easy to parse.<\/p>\n<p>Many AI search engines, such as ChatGPT, are also more likely to cite content that ranks well. Building a strong SEO foundation will naturally improve your chances of appearing in AI-generated answers.\u00a0<\/p>\n<p>The good news is that <a href=\"https:\/\/undetectable.ai\/blog\/how-to-seo-with-ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">SEO and AI search optimization<\/a> have a lot in common. To earn citations from AI systems, your content needs to be clear, well-structured, and easy to extract.<\/p>\n<p>To rank well in search engines, your content needs to be clear, well-organized, and easy to read. In practice, many of the same content quality principles support both goals. By building strong SEO fundamentals, you also improve your chances of appearing in AI-generated answers.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1783009859637\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \">What is the single highest-impact change I can make?<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>The highest impact change you can make is to provide a direct answer to your target user query at the start of your article or page. This allows AI systems to quickly verify whether your content provides the answers users are looking for.<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\">Final Thoughts<\/h2>\n\n\n\n<p>The fastest way to optimize for AI search is to copy what your engine of choice already cites. My study found that most pages cited by AI include answer-first summaries, visible publish dates, and descriptive headings.<\/p>\n\n\n\n<p>However, structure is secondary to providing original content that answers real questions, offers unique insights, or presents information that AI systems cannot easily find elsewhere.<\/p>\n\n\n\n<p>If you want to streamline the optimization process, consider signing up for Undetectable\u2019s AI <a href=\"https:\/\/undetectable.ai\/ai-seo-writer\" target=\"_blank\" rel=\"noreferrer noopener\">SEO Content Writer<\/a>. It uses advanced AI and proprietary humanization technology to produce articles that both read human and rank.&nbsp;<\/p>\n\n\n\n<p>Create original, human-centered content that stands out in AI search with <a href=\"https:\/\/undetectable.ai\/\" target=\"_blank\" data-type=\"link\" data-id=\"https:\/\/undetectable.ai\/\" rel=\"noreferrer noopener\">Undetectable AI<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":15,"featured_media":26115,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_themeisle_gutenberg_block_has_review":false,"footnotes":""},"categories":[31],"tags":[],"class_list":["post-26097","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-helpful-ai-content-tips"],"_links":{"self":[{"href":"https:\/\/undetectable.ai/blog\/wp-json\/wp\/v2\/posts\/26097","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/undetectable.ai/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/undetectable.ai/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/undetectable.ai/blog\/wp-json\/wp\/v2\/users\/15"}],"replies":[{"embeddable":true,"href":"https:\/\/undetectable.ai/blog\/wp-json\/wp\/v2\/comments?post=26097"}],"version-history":[{"count":9,"href":"https:\/\/undetectable.ai/blog\/wp-json\/wp\/v2\/posts\/26097\/revisions"}],"predecessor-version":[{"id":26119,"href":"https:\/\/undetectable.ai/blog\/wp-json\/wp\/v2\/posts\/26097\/revisions\/26119"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/undetectable.ai/blog\/wp-json\/wp\/v2\/media\/26115"}],"wp:attachment":[{"href":"https:\/\/undetectable.ai/blog\/wp-json\/wp\/v2\/media?parent=26097"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/undetectable.ai/blog\/wp-json\/wp\/v2\/categories?post=26097"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/undetectable.ai/blog\/wp-json\/wp\/v2\/tags?post=26097"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}