{"id":20579,"date":"2025-11-23T17:00:00","date_gmt":"2025-11-23T22:00:00","guid":{"rendered":"https:\/\/ipullrank.com\/?p=20579"},"modified":"2025-12-09T08:50:24","modified_gmt":"2025-12-09T13:50:24","slug":"metrics-for-ai-search","status":"publish","type":"post","link":"https:\/\/ipullrank.com\/metrics-for-ai-search","title":{"rendered":"Measuring AI-First Discovery: Visibility, Indexing and Tracking for GEO"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"20579\" class=\"elementor elementor-20579\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a56abdd e-flex e-con-boxed e-con e-parent\" data-id=\"a56abdd\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e823940 elementor-widget elementor-widget-video\" data-id=\"e823940\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=TuenkMWtASI&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9b72b82 elementor-widget elementor-widget-spacer\" data-id=\"9b72b82\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a51f189 elementor-widget elementor-widget-text-editor\" data-id=\"a51f189\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">\u201cThe general idea is we\u2019ve moved from, \u2018Do we rank?\u2019 to, \u2018Are we cited?\u2019\u201d said Zach Chahalis, Senior Director of SEO and Data Analytics at iPullRank. \u201cThe metrics that we need to care about, though, have changed.\u201d<\/span><\/p><p><span style=\"font-weight: 400;\">To begin understanding what we need to track in this new age of AI search, there are four questions marketers should be asking themselves:\u00a0\u00a0<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Are we cited?<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Is traffic coming in?\u00a0<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">What are visitors doing on our site?<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Are they converting?<\/span><\/li><\/ul><p><span style=\"font-weight: 400;\">The answers to these questions come from new metrics that you should be tracking so you can properly gauge your site\u2019s success.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">The evolution from traditional search to AI-powered discovery is changing how we think about visibility, so it requires a completely new approach to measurement. This blog will look at some of the new metrics and how they can help your business.\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c01c714 elementor-widget elementor-widget-heading\" data-id=\"c01c714\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Where AI Factors Into Search\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-74670ed elementor-widget elementor-widget-text-editor\" data-id=\"74670ed\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Before we jump right to the metrics, we need to do a quick recap on how AI search works. AI search is a change from deterministic rankings, where content is surfaced largely as-is based on predefined scoring signals, to probabilistic rankings driven by large language models that interpret, synthesize, and reason across multiple sources.\u00a0<\/span><\/p><p><a href=\"https:\/\/ipullrank.com\/how-retrieval-augmented-generation-is-redefining-seo\"><span style=\"font-weight: 400;\">Retrieval Augmented Generation (RAG)<\/span><\/a><span style=\"font-weight: 400;\"> is the core pattern behind AI search and powered by hybrid retrieval (which is a combination of both lexical and semantic search, reranking documents using reciprocal rank fusion).\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aa11599 elementor-widget elementor-widget-image\" data-id=\"aa11599\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"343\" src=\"https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/hybrid-retrieval-flow.jpg\" class=\"attachment-large size-large wp-image-20569\" alt=\"Hybrid retrieval flow\" srcset=\"https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/hybrid-retrieval-flow.jpg 968w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/hybrid-retrieval-flow-300x129.jpg 300w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/hybrid-retrieval-flow-768x329.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-245e594 elementor-widget elementor-widget-text-editor\" data-id=\"245e594\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Semantic understanding is driven by vector representations of meaning. Everything gets embedded in the same space, which means AI search indexing is inherently multimodal.<\/span><\/p><p><span style=\"font-weight: 400;\">\u201cYou need to ensure that your content performs well in those modern retrieval systems by structuring it in a way that\u2019s both machine-readable but also human-friendly,\u201d Zach said.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-708de18 elementor-widget elementor-widget-image\" data-id=\"708de18\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"473\" src=\"https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/representations-of-everything-1024x606.jpg\" class=\"attachment-large size-large wp-image-20583\" alt=\"Google&#039;s representations\" srcset=\"https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/representations-of-everything-1024x606.jpg 1024w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/representations-of-everything-300x178.jpg 300w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/representations-of-everything-768x455.jpg 768w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/representations-of-everything.jpg 1238w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-59b17c2 elementor-widget elementor-widget-text-editor\" data-id=\"59b17c2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Go too machine-readable, and people won&#8217;t stay on your site. It&#8217;s a balance you must meet (and iPullRank\u2019s <\/span><a href=\"https:\/\/ipullrank.com\/tools\/relevance-doctor\"><span style=\"font-weight: 400;\">Relevance Doctor<\/span><\/a><span style=\"font-weight: 400;\"> tool can help with this).<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-96de4d2 elementor-widget elementor-widget-heading\" data-id=\"96de4d2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">How to Optimize for AI Search\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d77a79 elementor-widget elementor-widget-text-editor\" data-id=\"5d77a79\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">There are a few <\/span><a href=\"https:\/\/ipullrank.com\/engineering-relevant-content-tips\"><span style=\"font-weight: 400;\">methods you can use<\/span><\/a><span style=\"font-weight: 400;\"> to optimize your content for visibility in LLMs. These include:<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Structure your content into semantic chunks that are optimized for extractability. In other words, short, easily defined sections with clear headings and subheadings that answer specific questions directly.\u00a0<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Use entity-rich, embedding-friendly language with clearly defined entities, consistent terminology, and modifiers and descriptors (qualifiers like size, function, location, and purpose help differentiate similar entities).<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2066f70 elementor-widget elementor-widget-image\" data-id=\"2066f70\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"333\" src=\"https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/embedding-friendly-language-1024x426.jpg\" class=\"attachment-large size-large wp-image-20587\" alt=\"Entity rich, embedding friendly language\" srcset=\"https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/embedding-friendly-language-1024x426.jpg 1024w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/embedding-friendly-language-300x125.jpg 300w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/embedding-friendly-language-768x319.jpg 768w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/embedding-friendly-language.jpg 1249w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c3e7620 elementor-widget elementor-widget-text-editor\" data-id=\"c3e7620\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Monitor bot activity via log files to analyze how AI crawlers are viewing your website, and monitor for crawling issues and inefficient use of crawl and render budget.<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-303c3c5 elementor-widget elementor-widget-image\" data-id=\"303c3c5\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"445\" src=\"https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Log-files-1024x569.jpg\" class=\"attachment-large size-large wp-image-20589\" alt=\"Log files\" srcset=\"https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Log-files-1024x569.jpg 1024w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Log-files-300x167.jpg 300w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Log-files-768x427.jpg 768w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Log-files-1536x853.jpg 1536w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Log-files.jpg 1813w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2194422 elementor-widget elementor-widget-text-editor\" data-id=\"2194422\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li><span style=\"font-weight: 400;\">Understand query fan-out and how it can gather passages from multiple sources for a more complete answer.<\/span><\/li><\/ul><p><span style=\"font-weight: 400;\">\u201cThis takes the original search and then looks into dozens of related personalized and contextual variations, all behind the scenes, before that response even generates and comes back to you,\u201d Zach said (and iPullRank\u2019s <\/span><a href=\"https:\/\/ipullrank.com\/tools\/qforia\"><span style=\"font-weight: 400;\">Qforia<\/span><\/a><span style=\"font-weight: 400;\"> tool can help identify fan-out queries).\u00a0\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1032ef1 elementor-widget elementor-widget-image\" data-id=\"1032ef1\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"609\" src=\"https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/09\/search-query-flow-1.jpg\" class=\"attachment-large size-large wp-image-20235\" alt=\"Search query flow\" srcset=\"https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/09\/search-query-flow-1.jpg 1004w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/09\/search-query-flow-1-300x228.jpg 300w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/09\/search-query-flow-1-768x584.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2a1e394 elementor-widget elementor-widget-heading\" data-id=\"2a1e394\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The New Metrics of Success\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b6a9931 elementor-widget elementor-widget-text-editor\" data-id=\"b6a9931\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">With the advent of AI search and its negative impact on website traffic, marketers need to rethink how they measure success and report it to executives.\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-145cfaa elementor-widget elementor-widget-image\" data-id=\"145cfaa\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"388\" src=\"https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/3-measurement-buckets-1024x496.jpg\" class=\"attachment-large size-large wp-image-20584\" alt=\"Three buckets for AI Search measurement\" srcset=\"https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/3-measurement-buckets-1024x496.jpg 1024w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/3-measurement-buckets-300x145.jpg 300w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/3-measurement-buckets-768x372.jpg 768w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/3-measurement-buckets-1536x743.jpg 1536w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/3-measurement-buckets.jpg 1814w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e6fbeb5 elementor-widget elementor-widget-text-editor\" data-id=\"e6fbeb5\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Here are the new metrics to consider:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7eec334 elementor-widget elementor-widget-heading\" data-id=\"7eec334\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Input Metrics\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1810a7a elementor-widget elementor-widget-text-editor\" data-id=\"1810a7a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">These are the signals that show whether your content and site are aligned with how AI and search engines understand and retrieve information.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Think of these as your foundation:<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Passage Relevance &#8211; How well your content chunks perform in retrieval systems<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Entity Salience &#8211; How clearly defined and rich your entities are<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Bot Activity &#8211; What AI crawlers are actually doing on your site<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Synthetic Query Rankings &#8211; How you perform across query variations<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6fe125a elementor-widget elementor-widget-heading\" data-id=\"6fe125a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Channel Metrics\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5968ce9 e-flex e-con-boxed e-con e-parent\" data-id=\"5968ce9\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-64d2058 elementor-widget elementor-widget-text-editor\" data-id=\"64d2058\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">These measure how visible, cited, and represented your brand is across search and AI surfaces.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dcb46f9 elementor-widget__width-initial elementor-blockquote--skin-border elementor-blockquote--button-color-official elementor-widget elementor-widget-blockquote\" data-id=\"dcb46f9\" data-element_type=\"widget\" data-widget_type=\"blockquote.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<blockquote class=\"elementor-blockquote\">\n\t\t\t<p class=\"elementor-blockquote__content\">\n\t\t\t\t\u201cIn order to be considered for AI search, you need to be considered high quality, and your citations need to be accurate, verifiable, and point to authoritative sources.\u201d\t\t\t<\/p>\n\t\t\t\t\t\t\t<div class=\"e-q-footer\">\n\t\t\t\t\t\t\t\t\t\t\t<cite class=\"elementor-blockquote__author\">- Zach Chahalis<\/cite>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/blockquote>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-61046d4 elementor-widget elementor-widget-spacer\" data-id=\"61046d4\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fde1d54 elementor-widget elementor-widget-text-editor\" data-id=\"fde1d54\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Share of Voice &#8211; Your competitive visibility in the space<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Citation Rate &#8211; How frequently AI search engines cite your site<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Citation Quality &#8211; Whether your citations are accurate, verifiable, and authoritative<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Citation Sentiment &#8211; Are citations about your brand positive or negative?<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a834b68 e-flex e-con-boxed e-con e-parent\" data-id=\"a834b68\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-454b72e elementor-widget elementor-widget-image\" data-id=\"454b72e\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"355\" src=\"https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Citation-rate-1024x454.jpg\" class=\"attachment-large size-large wp-image-20585\" alt=\"Citation rate\" srcset=\"https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Citation-rate-1024x454.jpg 1024w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Citation-rate-300x133.jpg 300w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Citation-rate-768x340.jpg 768w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Citation-rate-1536x681.jpg 1536w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Citation-rate.jpg 1812w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1770df9 elementor-widget elementor-widget-text-editor\" data-id=\"1770df9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">You should be looking at all of these factors and using them to inform your content strategy. Uplevel your content to align with citation quality. If your brand has negative mentions, create content in response.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">At iPullRank, we call it \u201c10x-ing content,\u201d or creating content that\u2019s 10 times better than what\u2019s out there in order to be competitive.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">\u201cIf you are being seen in a negative way, there&#8217;s potential the AI platforms are less likely to talk about your brand,\u201d Zach said.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">There\u2019s a difference between citations and mentions, however. Tracking mentions is more complicated, but you should still try to track them wherever possible because the more your brand is talked about, the better you\u2019ll perform in these channels.\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-88a193a elementor-widget__width-initial elementor-blockquote--skin-border elementor-blockquote--button-color-official elementor-widget elementor-widget-blockquote\" data-id=\"88a193a\" data-element_type=\"widget\" data-widget_type=\"blockquote.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<blockquote class=\"elementor-blockquote\">\n\t\t\t<p class=\"elementor-blockquote__content\">\n\t\t\t\t\u201cBrand mentions are kind of the new currency of AI search between how good your content is and how much you\u2019re answering questions that folks are looking for.\u201d\t\t\t<\/p>\n\t\t\t\t\t\t\t<div class=\"e-q-footer\">\n\t\t\t\t\t\t\t\t\t\t\t<cite class=\"elementor-blockquote__author\">- Zach Chahalis<\/cite>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/blockquote>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-094e808 elementor-widget elementor-widget-spacer\" data-id=\"094e808\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ff23781 elementor-widget elementor-widget-text-editor\" data-id=\"ff23781\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">You can try tracking Google Alerts to see if your brand is being talked about and how.<\/span><\/p><p><span style=\"font-weight: 400;\">Ray Grieselhuber, CEO of DemandSphere, recommends a DIY method:<\/span><\/p><p><span style=\"font-weight: 400;\">\u201cBuild up your own internal mapping of all the different properties that are relevant to your brand and treat those as candidates for potential mention tracking,\u201d he said.\u00a0\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-424f001 elementor-widget elementor-widget-heading\" data-id=\"424f001\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Performance Metrics\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a8dd395 elementor-widget elementor-widget-text-editor\" data-id=\"a8dd395\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">These are the outcomes that prove whether visibility and citations translate into actual business impact:<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Traffic &#8211; Sessions coming from AI search and LLMs<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Events &#8211; Meaningful user actions on your site<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Conversions &#8211; The bottom-line results<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Engagement Depth &#8211; How users interact with your content<\/span><\/li><\/ul><p><span style=\"font-weight: 400;\">Be sure to measure your referral data. Ensure that you monitor sessions, conversions and revenue coming from AI search\/LLMs in your analytics instance (by using GA4\/Adobe\/Amplitude\/Etc.). Also, closely monitor your URL\/Page-level data to identify additional insights and aid your optimization strategy.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-38721ab elementor-widget elementor-widget-image\" data-id=\"38721ab\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"656\" src=\"https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Referral-data-1024x840.jpg\" class=\"attachment-large size-large wp-image-20590\" alt=\"Referral data\" srcset=\"https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Referral-data-1024x840.jpg 1024w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Referral-data-300x246.jpg 300w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Referral-data-768x630.jpg 768w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Referral-data-1536x1260.jpg 1536w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Referral-data.jpg 1814w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ee306cf elementor-widget elementor-widget-text-editor\" data-id=\"ee306cf\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Create a custom channel grouping as well. LLM traffic comes in as a referral channel in GA4, but GA4 is also well known for incorrectly classifying other sources of traffic. Consider creating a custom channel grouping to properly classify all sources, and then set a specific channel grouping for LLMs.\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6bb2681 elementor-widget elementor-widget-image\" data-id=\"6bb2681\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"621\" src=\"https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Custom-channel-grouping-1024x795.jpg\" class=\"attachment-large size-large wp-image-20586\" alt=\"Custom channel grouping\" srcset=\"https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Custom-channel-grouping-1024x795.jpg 1024w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Custom-channel-grouping-300x233.jpg 300w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Custom-channel-grouping-768x596.jpg 768w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Custom-channel-grouping-1536x1192.jpg 1536w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Custom-channel-grouping.jpg 1813w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e4f8847 e-flex e-con-boxed e-con e-parent\" data-id=\"e4f8847\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f527e22 elementor-widget elementor-widget-text-editor\" data-id=\"f527e22\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Measure engagement metrics, which factor into traditional search extensively via NavBoost, which can impact AI search through RAG. Track everything from time on site to conversions. Simply put, provide a good experience for your users and you\u2019ll get good results.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8f4f2f5 elementor-widget elementor-widget-image\" data-id=\"8f4f2f5\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"335\" src=\"https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Engagement-metrics-1024x429.jpg\" class=\"attachment-large size-large wp-image-20588\" alt=\"Engagement metrics\" srcset=\"https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Engagement-metrics-1024x429.jpg 1024w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Engagement-metrics-300x126.jpg 300w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Engagement-metrics-768x322.jpg 768w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Engagement-metrics-1536x644.jpg 1536w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Engagement-metrics.jpg 1813w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8bc0a64 elementor-widget elementor-widget-text-editor\" data-id=\"8bc0a64\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">You should also understand how traffic becomes revenue. It is vital to understand data points such as average order value or the value of a lead for your business. This helps your business effectively develop a return on investment metric on your AI and organic traffic.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6b7e62f elementor-widget elementor-widget-image\" data-id=\"6b7e62f\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"347\" src=\"https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Traffic-becomes-revenue-1024x444.jpg\" class=\"attachment-large size-large wp-image-20591\" alt=\"Traffic becoming revenue\" srcset=\"https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Traffic-becomes-revenue-1024x444.jpg 1024w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Traffic-becomes-revenue-300x130.jpg 300w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Traffic-becomes-revenue-768x333.jpg 768w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Traffic-becomes-revenue-1536x666.jpg 1536w, https:\/\/ipullrank.com\/wp-content\/uploads\/2025\/11\/Traffic-becomes-revenue.jpg 1814w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0f8276a elementor-widget elementor-widget-heading\" data-id=\"0f8276a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The Future of Metrics in AI Search\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae3c2a elementor-widget elementor-widget-text-editor\" data-id=\"3ae3c2a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Many organizations are still measuring success using yesterday&#8217;s metrics. They&#8217;re tracking keyword rankings and SERP positions, while the future of metrics has moved to something entirely different.<\/span><\/p><p><span style=\"font-weight: 400;\">This is why the three-tier metrics framework matters so much: understand and monitor your input metrics, channel metrics, and performance metrics.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Start with the basics: get your log file analysis set up, create those custom channel groupings in GA4, begin scoring your passages for relevance and mapping your entities, track your citations, and understand the sentiment around your brand. Connect all of this to revenue so you can prove the value.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Your existing content strategy, technical SEO foundation, and analytics infrastructure all still matter. You&#8217;re just adding new layers of measurement and optimization on top of what already works.<\/span><\/p><p><span style=\"font-weight: 400;\">And if you need help, <\/span><a href=\"https:\/\/ipullrank.com\/contact\"><span style=\"font-weight: 400;\">we\u2019re right here to support you<\/span><\/a><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">\u201cIf you can\u2019t answer those questions because you don\u2019t have those data points, that\u2019s where I highly recommend talking with an expert in the data analysis space,\u201d Zach said. \u201cBeing able to know what that value is to you is vital.\u201d\u00a0<\/span><\/p><p>And check out the other 2 articles in this series based on our webinars with Sitebulb:<\/p><ul><li class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/ipullrank.com\/technical-seo-for-ai-search\">Technical Foundations and Setup for AI Search<\/a><\/li><li class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/ipullrank.com\/ai-content-strategy\">Content Strategy Tips for Visibility in the Age of AI Slop<\/a><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-94461b4 e-flex e-con-boxed e-con e-parent\" data-id=\"94461b4\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-c5b774e e-con-full e-flex e-con e-child\" data-id=\"c5b774e\" data-element_type=\"container\">\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ac4724b e-con-full e-flex e-con e-child\" data-id=\"ac4724b\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-2dedf1a e-con-full e-flex e-con e-child\" data-id=\"2dedf1a\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-54b665a e-con-full e-flex e-con e-child\" data-id=\"54b665a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d9e9494 elementor-widget elementor-widget-heading\" data-id=\"d9e9494\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Want to learn more about AI visibility?<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b8ef4e6 elementor-widget elementor-widget-heading\" data-id=\"b8ef4e6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/ipullrank.com\/ai-search-manual\" target=\"_blank\">Read the AI Search Manual<\/a><\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-564f7a6 elementor-widget elementor-widget-button\" data-id=\"564f7a6\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/ipullrank.com\/services\/relevance-engineering\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"25\" height=\"8\" viewBox=\"0 0 25 8\" fill=\"none\"><path id=\"Arrow 1\" d=\"M24.3536 4.20609C24.5488 4.01083 24.5488 3.69425 24.3536 3.49899L21.1716 0.317005C20.9763 0.121743 20.6597 0.121743 20.4645 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what we need to track in this new age of AI search, there are four [&hellip;]<\/p>\n","protected":false},"author":72,"featured_media":20594,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[6,9,227,26],"tags":[],"diagnosis-deliverable":[],"class_list":["post-20579","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-analytics","category-content-strategy","category-generative-ai","category-seo"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Measuring AI-First Discovery: Visibility, Indexing and Tracking for GEO<\/title>\n<meta name=\"description\" content=\"AI Search is a new method of info discovery that demands new ways to measure success. 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