{"id":2875,"date":"2026-04-09T08:24:08","date_gmt":"2026-04-09T08:24:08","guid":{"rendered":"https:\/\/reviewbird.io\/google-patent-revealed-how-llms-understand-your-brand-and-why-targeted-reputation-management-now-determines-your-economic-success\/"},"modified":"2026-05-05T10:30:45","modified_gmt":"2026-05-05T10:30:45","slug":"google-patent-revealed-how-llms-understand-your-brand-and-why-targeted-reputation-management-now-determines-your-economic-success","status":"publish","type":"page","link":"https:\/\/reviewbird.io\/en\/google-patent-revealed-how-llms-understand-your-brand-and-why-targeted-reputation-management-now-determines-your-economic-success\/","title":{"rendered":"Google Patent Revealed: How LLMs &#8220;Understand&#8221; Your Brand \u2013 And Why Targeted Reputation Management Now Determines Your Economic Success"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"2875\" class=\"elementor elementor-2875 elementor-2123\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-19ab7f7 e-flex e-con-boxed e-con e-parent\" data-id=\"19ab7f7\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0382a51 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"0382a51\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 id=\"google-patent-revealed-how-llms-understand-your\" class=\"elementor-heading-title elementor-size-default\">Google Patent Revealed: How LLMs &#8220;Understand&#8221; Your Brand \u2013 And Why Targeted Reputation Management Now Determines Your Economic Success<\/h1>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-83bf7ad e-con-full elementor-hidden-mobile e-flex e-con e-child\" data-id=\"83bf7ad\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e47d074 elementor-icon-list--layout-inline elementor-tablet-align-center elementor-mobile-align-start elementor-widget-tablet__width-auto elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"e47d074\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items elementor-inline-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"22\" height=\"22\" viewBox=\"0 0 22 22\" fill=\"none\"><path d=\"M2.92274 10.1116C2.50559 10.1127 2.0973 10.232 1.7451 10.4555C1.3929 10.679 1.11119 10.9977 0.932551 11.3747C0.753912 11.7516 0.68565 12.1715 0.735663 12.5856C0.785676 12.9998 0.951919 13.3913 1.21516 13.7149L6.82683 20.5891C7.02691 20.8376 7.28339 21.0347 7.57495 21.1641C7.86651 21.2936 8.18475 21.3515 8.50322 21.3333C9.18435 21.2967 9.7993 20.9323 10.1914 20.3332L21.8482 1.55986C21.8501 1.55674 21.8521 1.55363 21.8542 1.55056C21.9636 1.38262 21.9281 1.04982 21.7023 0.840746C21.6403 0.783332 21.5672 0.739223 21.4875 0.711133C21.4078 0.683044 21.3232 0.67157 21.2389 0.677418C21.1545 0.683266 21.0723 0.706312 20.9973 0.745137C20.9222 0.783962 20.8559 0.837744 20.8024 0.90317C20.7982 0.908314 20.7939 0.913381 20.7894 0.91837L9.03334 14.201C8.9886 14.2516 8.93427 14.2927 8.8735 14.3221C8.81273 14.3515 8.74673 14.3685 8.67933 14.3721C8.61193 14.3757 8.54448 14.366 8.48089 14.3433C8.4173 14.3207 8.35885 14.2856 8.30893 14.2402L4.4073 10.6897C4.00208 10.3182 3.47245 10.112 2.92274 10.1116Z\" fill=\"#7EDA3B\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Strategic Focus Ranking: Targeted Reviews for More Private Patients<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4f765e7 e-con-full e-flex e-con e-child\" data-id=\"4f765e7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c512e43 elementor-widget elementor-widget-image\" data-id=\"c512e43\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/reviewbird.io\/wp-content\/uploads\/2025\/07\/timothy-scherman-2.webp\" class=\"attachment-large size-large wp-image-2681\" alt=\"\" srcset=\"https:\/\/reviewbird.io\/wp-content\/uploads\/2025\/07\/timothy-scherman-2.webp 300w, https:\/\/reviewbird.io\/wp-content\/uploads\/2025\/07\/timothy-scherman-2-150x150.webp 150w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-631ded1 elementor-widget elementor-widget-heading\" data-id=\"631ded1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Author: Timothy Scherman<\/span>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7988e34 readingtime elementor-hidden-mobile elementor-widget elementor-widget-shortcode\" data-id=\"7988e34\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">9 Min. 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d=\"M221.355,105.18c0.976,4.726,5.139,7.979,9.783,7.979c0.67,0,1.35-0.068,2.033-0.208l22.116-4.567 c5.409-1.117,8.888-6.407,7.771-11.816c-1.117-5.409-6.406-8.888-11.816-7.771l-22.116,4.567 C223.717,94.481,220.238,99.771,221.355,105.18z\"><\/path> <path d=\"M293.34,100.315c0.67,0,1.351-0.068,2.033-0.208l6.912-1.427c5.409-1.117,8.888-6.407,7.771-11.816 c-1.117-5.408-6.404-8.887-11.816-7.771l-6.912,1.427c-5.409,1.117-8.888,6.407-7.771,11.816 C284.533,97.062,288.696,100.315,293.34,100.315z\"><\/path> <path d=\"M190.907,61.982c1.694,1.114,3.6,1.646,5.486,1.646c3.253,0,6.444-1.585,8.364-4.506l18.614-28.301 c3.035-4.614,1.754-10.815-2.86-13.85c-4.615-3.036-10.816-1.754-13.85,2.86l-18.614,28.301 C185.012,52.746,186.293,58.947,190.907,61.982z\"><\/path> <\/g> <\/g> <\/g> <\/g><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Content<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div 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class=\"elementor-toc__header-title\">\n\t\t\t\tTable of Contents\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--expand\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__daf2e09\" aria-expanded=\"true\" aria-label=\"Open table of contents\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chevron-up\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M240.971 130.524l194.343 194.343c9.373 9.373 9.373 24.569 0 33.941l-22.667 22.667c-9.357 9.357-24.522 9.375-33.901.04L224 227.495 69.255 381.516c-9.379 9.335-24.544 9.317-33.901-.04l-22.667-22.667c-9.373-9.373-9.373-24.569 0-33.941L207.03 130.525c9.372-9.373 24.568-9.373 33.941-.001z\"><\/path><\/svg><\/div>\n\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--collapse\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__daf2e09\" aria-expanded=\"true\" aria-label=\"Close table of contents\"><svg 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data-settings=\"{&quot;headings_by_tags&quot;:[&quot;h2&quot;],&quot;exclude_headings_by_selector&quot;:&quot;.comment-reply-title,.title-comments&quot;,&quot;marker_view&quot;:&quot;bullets&quot;,&quot;no_headings_message&quot;:&quot;No headings were found on this page.&quot;,&quot;icon&quot;:{&quot;value&quot;:&quot;fas fa-circle&quot;,&quot;library&quot;:&quot;fa-solid&quot;,&quot;rendered_tag&quot;:&quot;&lt;svg class=\\&quot;e-font-icon-svg e-fas-circle\\&quot; viewBox=\\&quot;0 0 512 512\\&quot; xmlns=\\&quot;http:\\\/\\\/www.w3.org\\\/2000\\\/svg\\&quot;&gt;&lt;path d=\\&quot;M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\\&quot;&gt;&lt;\\\/path&gt;&lt;\\\/svg&gt;&quot;},&quot;minimize_box&quot;:&quot;yes&quot;,&quot;minimized_on&quot;:&quot;tablet&quot;,&quot;hierarchical_view&quot;:&quot;yes&quot;,&quot;min_height&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"table-of-contents.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-toc__header\">\n\t\t\t\t\t\t<div class=\"elementor-toc__header-title\">\n\t\t\t\tTable of Contents\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--expand\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__c89f873\" aria-expanded=\"true\" aria-label=\"Open table of contents\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chevron-down\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M207.029 381.476L12.686 187.132c-9.373-9.373-9.373-24.569 0-33.941l22.667-22.667c9.357-9.357 24.522-9.375 33.901-.04L224 284.505l154.745-154.021c9.379-9.335 24.544-9.317 33.901.04l22.667 22.667c9.373 9.373 9.373 24.569 0 33.941L240.971 381.476c-9.373 9.372-24.569 9.372-33.942 0z\"><\/path><\/svg><\/div>\n\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--collapse\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__c89f873\" aria-expanded=\"true\" aria-label=\"Close table of contents\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chevron-up\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M240.971 130.524l194.343 194.343c9.373 9.373 9.373 24.569 0 33.941l-22.667 22.667c-9.357 9.357-24.522 9.375-33.901.04L224 227.495 69.255 381.516c-9.379 9.335-24.544 9.317-33.901-.04l-22.667-22.667c-9.373-9.373-9.373-24.569 0-33.941L207.03 130.525c9.372-9.373 24.568-9.373 33.941-.001z\"><\/path><\/svg><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<div id=\"elementor-toc__c89f873\" class=\"elementor-toc__body\">\n\t\t\t<div class=\"elementor-toc__spinner-container\">\n\t\t\t\t<svg class=\"elementor-toc__spinner eicon-animation-spin e-font-icon-svg e-eicon-loading\" aria-hidden=\"true\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M500 975V858C696 858 858 696 858 500S696 142 500 142 142 304 142 500H25C25 237 238 25 500 25S975 237 975 500 763 975 500 975Z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f689ea1 e-con-full e-flex e-con e-child\" data-id=\"f689ea1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0bd1e03 elementor-widget elementor-widget-text-editor\" data-id=\"0bd1e03\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><i><span style=\"font-weight: 400;\">Have you ever wondered how Google decides which practice or business appears at the top of recommendations in the era of artificial intelligence? A recent Google patent titled &#8220;Data extraction using LLMs&#8221; (Data Extraction Using Large Language Models) now gives us deep, almost alarming insight into the future of search. <\/span><\/i><\/p><p><i><span style=\"font-weight: 400;\">We are in the midst of a paradigm shift. The era when you could &#8220;feed&#8221; Google with simple keywords is over. Today, it&#8217;s about so-called &#8220;brand encoding.&#8221; Google uses LLMs to transform unstructured data\u2014such as your reviews\u2014into a highly complex, structured understanding of your brand identity. In this article, we analyze the patent in detail and show you how ReviewBird positions you precisely at the interface where Google evaluates your relevance.    <\/span><\/i><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ee38998 e-con-full blog-header e-flex e-con e-child\" data-id=\"ee38998\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-531648e elementor-widget elementor-widget-heading\" data-id=\"531648e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 id=\"the-5-most-important-insights-at-a-glance\" class=\"elementor-heading-title elementor-size-default\">The 5 Most Important Insights at a Glance:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4959b9e elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"4959b9e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>LLMs as Digital Archivists:<\/strong> Google uses LLMs not only for chats, but as a primary tool to build structured \"entity profiles\" from chaotic internet data.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>The Power of \"Verticals\":<\/strong> Google no longer evaluates businesses as a whole, but divides them into specific service areas (verticals). Being a \"good doctor\" is not enough; you must be a \"good surgeon\" in the AI's perception. <\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Sentiment is a Ranking Signal:<\/strong> The sentiment (social sentiment) within your reviews is extracted by LLMs and directly linked to your reputation in specific specialties.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Targeted Data Feeding:<\/strong> The patent demonstrates that Google searches for specific testimonials to validate sub-services. If you don't provide data here, you don't exist for the AI in this area. <\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Control as Competitive Advantage:<\/strong> By strategically generating reviews for high-margin services (e.g., private patient areas), you can actively influence the AI's brand understanding in your favor.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\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-05874e2 elementor-widget elementor-widget-spacer\" data-id=\"05874e2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\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 class=\"elementor-element elementor-element-7246608 elementor-widget elementor-widget-heading\" data-id=\"7246608\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 id=\"the-google-patent-data-extraction-using-llms-the\" class=\"elementor-heading-title elementor-size-default\">The Google Patent \"Data extraction using LLMs\" \u2013 The Anatomy of Understanding<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e644647 elementor-widget elementor-widget-text-editor\" data-id=\"e644647\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">The present patent outlines a technological workflow that forms the foundation for the next generation of Google Search (SGE &#8211; Search Generative Experience). While classic algorithms merely matched text patterns, LLMs today &#8220;understand&#8221; semantic context. <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35dde2e elementor-widget elementor-widget-image\" data-id=\"35dde2e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1081\" height=\"1900\" src=\"https:\/\/reviewbird.io\/wp-content\/uploads\/2026\/04\/Markenkern-Analyse-durch-intelligentes-Encoding.webp\" class=\"attachment-full size-full wp-image-2876\" alt=\"\" srcset=\"https:\/\/reviewbird.io\/wp-content\/uploads\/2026\/04\/Markenkern-Analyse-durch-intelligentes-Encoding.webp 1081w, https:\/\/reviewbird.io\/wp-content\/uploads\/2026\/04\/Markenkern-Analyse-durch-intelligentes-Encoding-171x300.webp 171w, https:\/\/reviewbird.io\/wp-content\/uploads\/2026\/04\/Markenkern-Analyse-durch-intelligentes-Encoding-583x1024.webp 583w, https:\/\/reviewbird.io\/wp-content\/uploads\/2026\/04\/Markenkern-Analyse-durch-intelligentes-Encoding-768x1350.webp 768w, https:\/\/reviewbird.io\/wp-content\/uploads\/2026\/04\/Markenkern-Analyse-durch-intelligentes-Encoding-874x1536.webp 874w\" sizes=\"(max-width: 1081px) 100vw, 1081px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f3dd16f elementor-widget elementor-widget-spacer\" data-id=\"f3dd16f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\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 class=\"elementor-element elementor-element-711da54 elementor-widget elementor-widget-heading\" data-id=\"711da54\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 id=\"analysis-of-fig-4-fig-5-from-name-to-entity\" class=\"elementor-heading-title elementor-size-default\">Analysis of FIG 4 &amp; FIG 5: From Name to Entity<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33639a6 elementor-widget elementor-widget-text-editor\" data-id=\"33639a6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">In the patent&#8217;s diagram, we see two detailed charts: a law firm (<\/span><b>FIG 4<\/b><span style=\"font-weight: 400;\">) and a clothing store (<\/span><b>FIG 5<\/b><span style=\"font-weight: 400;\">). These serve as blueprints for how Google &#8220;encodes&#8221; every company on the web.<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>The Brand Level (400\/500):<\/b><span style=\"font-weight: 400;\"> At the top is the company as an entity. Here Google collects basic data such as geography, logo colors, and general categorization. However, the fields &#8220;Personality&#8221; and &#8220;Principles&#8221; are already crucial here. Google is attempting to filter out the &#8220;character&#8221; of your business from your customers&#8217; feedback.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>The Verticals Level (402\/502):<\/b><span style=\"font-weight: 400;\"> This is where it gets interesting. A law firm is divided into &#8220;Corporate Law&#8221; and &#8220;Civil Law.&#8221; A clothing store into &#8220;Footwear&#8221; and &#8220;Accessories.&#8221; The LLM understands that a positive review for one vertical does not automatically mean expertise in another.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Sub-Services and Specific Reputation:<\/b><span style=\"font-weight: 400;\"> Below the verticals, we find concrete services such as &#8220;M&amp;A&#8221; (Mergers &amp; Acquisitions), &#8220;Estate Planning,&#8221; or &#8220;Pumps&#8221; and &#8220;Flats.&#8221; The patent explicitly shows connections to &#8220;Testimonials&#8221; and &#8220;Similar Products.&#8221; This means: Google searches your reviews for evidence of excellent work in precisely these subcategories.<\/span><\/li><\/ul><p><span style=\"font-weight: 400;\"><br>The patent makes it unmistakably clear: Google aggregates this information to make precise recommendations in the next step. When a user searches for &#8220;Best lawyer for M&amp;A,&#8221; the LLM scans the extracted data at the sub-service level. If there are no positive signals from reviews there, the firm will not be recommended despite a generally good star rating.  <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-951572b elementor-widget elementor-widget-heading\" data-id=\"951572b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 id=\"brand-encoding-why-llms-read-your-reviews-like-a\" class=\"elementor-heading-title elementor-size-default\">Brand Encoding \u2013 Why LLMs \"Read\" Your Reviews Like a Human<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1f6c641 elementor-widget elementor-widget-text-editor\" data-id=\"1f6c641\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">The term &#8220;Encoding&#8221; in the diagram&#8217;s title is no coincidence. In computer science, encoding means converting data into a format optimized for a specific application. In Google&#8217;s context, it means: converting human language (reviews) into a mathematical vector that represents your brand quality.  <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-52996ca elementor-widget elementor-widget-heading\" data-id=\"52996ca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 id=\"the-end-of-the-star-hunt\" class=\"elementor-heading-title elementor-size-default\">The End of the \"Star Hunt\"<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5254386 elementor-widget elementor-widget-text-editor\" data-id=\"5254386\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Previously, the goal was simple: collect as many 5-star reviews as possible. The content was secondary as long as the quantity was right. LLMs have destroyed these rules. An LLM &#8220;reads&#8221; the text and extracts:   <\/span><\/p><ol><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Entities:<\/b><span style=\"font-weight: 400;\"> Which service is being discussed?<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Sentiment:<\/b><span style=\"font-weight: 400;\"> What is the mood in your reviews? (Enthusiasm, relief, disappointment, criticism?)<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Specificity:<\/b><span style=\"font-weight: 400;\"> Are technical terms mentioned that indicate high service quality?<\/span><\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3643ec4 elementor-widget elementor-widget-heading\" data-id=\"3643ec4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 id=\"social-sentiment-as-a-core-factor\" class=\"elementor-heading-title elementor-size-default\">Social Sentiment as a Core Factor<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2b27df0 elementor-widget elementor-widget-text-editor\" data-id=\"2b27df0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">In FIG 4 of the patent, &#8220;Social Sentiment&#8221; is directly linked to the brand level. This is a paradigm shift. Google no longer just measures that you exist, but how the world talks about you. When LLMs extract reviews, they build a trust ranking. A company with 100 general reviews will be rated lower by the AI than a company with 20 reviews, 40 of which contain specific, high-quality sentiment about a core vertical (e.g., &#8220;Private Cardiology&#8221;).    <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-affce16 elementor-widget elementor-widget-heading\" data-id=\"affce16\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 id=\"the-relevance-for-the-medical-sector-practice\" class=\"elementor-heading-title elementor-size-default\">The Relevance for the Medical Sector \u2013 Practice Examples<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0d1e116 elementor-widget elementor-widget-text-editor\" data-id=\"0d1e116\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">For physicians and medical facilities, this patent is a goldmine for strategic positioning. Let&#8217;s assume you run a dental practice. Your goal is to attract more patients for implantology, as this is an economically attractive area.  <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c0a414c elementor-widget elementor-widget-heading\" data-id=\"c0a414c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 id=\"scenario-a-the-spray-and-pray-method\" class=\"elementor-heading-title elementor-size-default\">Scenario A: The \"Spray and Pray\" Method<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c62284d elementor-widget elementor-widget-text-editor\" data-id=\"c62284d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">You collect reviews indiscriminately. Many patients write: &#8220;Nice team, short waiting time.&#8221; <\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Google&#8217;s LLM Extraction:<\/b><span style=\"font-weight: 400;\"> The system classifies you as &#8220;friendly&#8221; (Personality) and notes &#8220;good organization.&#8221; However, the profile for the &#8220;Implantology&#8221; vertical remains empty. In a specific search for implants, you do not appear in the top recommendations.<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3567c32 elementor-widget elementor-widget-heading\" data-id=\"3567c32\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 id=\"scenario-b-strategic-vertical-encoding-through\" class=\"elementor-heading-title elementor-size-default\">Scenario B: Strategic \"Vertical Encoding\" Through Targeted Control<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ec7c3f5 elementor-widget elementor-widget-text-editor\" data-id=\"ec7c3f5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">In this case, reputation building is actively controlled. Instead of hoping for random feedback, the focus of review generation is deliberately placed on the &#8220;Implantology&#8221; area. Patients are motivated to report on their specific experiences in this segment. Your patients now write: &#8220;The implant placement was absolutely professional and painless.&#8221;   <\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Google&#8217;s LLM Extraction:<\/b><span style=\"font-weight: 400;\"> The LLM recognizes the sub-service &#8220;Implantology.&#8221; It extracts extremely positive sentiment for precisely this service area. In the brand hierarchy (according to FIG 4\/5), the expertise for this vertical is massively upgraded.<\/span><\/li><\/ul><p><b><br>The Result:<\/b><span style=\"font-weight: 400;\"> The practice attracts exactly the patients seeking excellence in this area\u2014usually private patients or self-payers who value specialized expertise.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3676bba elementor-widget elementor-widget-heading\" data-id=\"3676bba\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 id=\"the-reviewbird-feature-your-control-panel-for\" class=\"elementor-heading-title elementor-size-default\">The ReviewBird Feature \u2013 Your Control Panel for Google's AI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-760f1c9 elementor-widget elementor-widget-text-editor\" data-id=\"760f1c9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">The patent shows Google&#8217;s &#8220;desired structure.&#8221; ReviewBird is the tool with which you operate this structure. Our feature for enabling and disabling appointment categories is the direct response to the vertical logic of LLMs.  <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-af2b008 elementor-widget elementor-widget-heading\" data-id=\"af2b008\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 id=\"why-control-is-the-key-to-success\" class=\"elementor-heading-title elementor-size-default\">Why Control is the Key to Success<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-25bdb97 elementor-widget elementor-widget-text-editor\" data-id=\"25bdb97\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Not every review is equally valuable for your business. A review for a standard service that you perform &#8220;on the side&#8221; anyway barely advances you economically. A review for a high-end service, however, is like fuel for your ranking in the most profitable niche.  <\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Strategic Selection:<\/b><span style=\"font-weight: 400;\"> You can decide: &#8220;This month I want to strengthen my profile in aesthetics.&#8221; You activate the corresponding category in ReviewBird, and your patients receive targeted prompts to report on exactly that.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Data Purity for the AI:<\/b><span style=\"font-weight: 400;\"> By controlling which areas reviews are collected for, you prevent &#8220;dilution&#8221; of your profile. You feed the LLM with highly relevant data points for your most important verticals.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Attracting Private Patients:<\/b><span style=\"font-weight: 400;\"> Private patients often don&#8217;t search for the &#8220;family doctor around the corner,&#8221; but for the &#8220;specialist for service X.&#8221; By strategically encoding this specialization in the Google system, you become visible to this lucrative target group.<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2fb9f1b elementor-widget elementor-widget-heading\" data-id=\"2fb9f1b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 id=\"competitive-analysis-through-the-lens-of-ai\" class=\"elementor-heading-title elementor-size-default\">Competitive Analysis Through the Lens of AI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7585634 elementor-widget elementor-widget-text-editor\" data-id=\"7585634\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Another fascinating aspect of the patent is the &#8220;Competitors&#8221; point (404\/504), which is directly linked to the verticals. This means: Google uses LLMs to compare you directly with your competitors\u2014at the service level! <\/span><\/p><p><span style=\"font-weight: 400;\">The system asks itself: &#8220;Who has better sentiment in the &#8216;M&amp;A&#8217; (or &#8216;Implantology&#8217;) category?&#8221; If your competitor has 500 reviews but only 5 about implantology, and you have 50 reviews, 40 of which are about implantology with excellent sentiment, the LLM will classify <\/span><b>you<\/b><span style=\"font-weight: 400;\"> as the more relevant expert for this specific vertical.<\/span><\/p><p><span style=\"font-weight: 400;\">This breaks the dominance of old, established businesses that may have thousands of old reviews but provide no current, specific data for modern service areas. With the right strategy, &#8220;younger&#8221; brands can overtake the incumbents through intelligent vertical management. <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a235878 elementor-widget elementor-widget-heading\" data-id=\"a235878\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 id=\"practical-steps-for-implementation\" class=\"elementor-heading-title elementor-size-default\">Practical Steps for Implementation<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5a65ff8 elementor-widget elementor-widget-text-editor\" data-id=\"5a65ff8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">How do you now use this knowledge concretely? Here is a battle plan for your practice or business: <\/span><\/p><ol><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Identify Your Core Verticals:<\/b><span style=\"font-weight: 400;\"> Which 20% of your services generate 80% of your contribution margin? (E.g., private services, specialized surgeries, exclusive consultations).<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Audit Your Current Sentiment:<\/b><span style=\"font-weight: 400;\"> Read your last 20 Google reviews. Which verticals are discussed there? If it&#8217;s only &#8220;friendliness,&#8221; you have an encoding problem.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>ReviewBird Category Setup:<\/b><span style=\"font-weight: 400;\"> Enter your appointment categories in ReviewBird.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Activate the Focus:<\/b><span style=\"font-weight: 400;\"> Actively enable the categories for your core verticals. Ask your team to particularly encourage patients to review after these treatments.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Monitoring:<\/b><span style=\"font-weight: 400;\"> Monitor not only the number of stars, but watch for Google beginning to display your practice for specific keywords in the &#8220;Local Packs.&#8221; This is the sign that LLM encoding is working.<\/span><\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6303610 elementor-widget elementor-widget-spacer\" data-id=\"6303610\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\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 class=\"elementor-element elementor-element-b15d6ba elementor-widget elementor-widget-heading\" data-id=\"b15d6ba\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 id=\"conclusion-become-the-architect-of-your-brand\" class=\"elementor-heading-title elementor-size-default\">Conclusion: Become the Architect of Your Brand Understanding<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2a3ecdd elementor-widget elementor-widget-text-editor\" data-id=\"2a3ecdd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">The Google patent &#8220;Data extraction using LLMs&#8221; is a wake-up call. We are leaving the era of passive online reputation. In a world where artificial intelligence decides who gets recommended, we must speak the language of AI. And this language consists of structured, specific, and emotionally validated data.   <\/span><\/p><p><span style=\"font-weight: 400;\">By using ReviewBird to not leave your reviews to chance, but to strategically channel them for your most important service areas, you build a digital barrier against the competition. You help Google understand you as what you are: an expert in your field. <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-41f68d9 e-con-full blog-header e-flex e-con e-child\" data-id=\"41f68d9\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1efa81f elementor-widget elementor-widget-text-editor\" data-id=\"1efa81f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><b>Are You Ready to Strategically Control Your Reputation?<\/b><\/p><p><span style=\"font-weight: 400;\">Don&#8217;t let an algorithm interpret your brand randomly. Take action and feed the AI with the right information. <\/span><\/p><p><b>Visit us at <\/b><a href=\"http:\/\/reviewbird.io\/en\/\"><b>ReviewBird.io<\/b><\/a><b> and let us prepare your practice together for the future of search.<\/b><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0fe06f1 elementor-align-center anfragen elementor-widget elementor-widget-button\" data-id=\"0fe06f1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-size-sm\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Learn More Now<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\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-4dde37a elementor-widget elementor-widget-n-accordion\" data-id=\"4dde37a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;expanded&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Accordion. Open links with Enter or Space, close with Escape, and navigate with Arrow Keys\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-8160\" class=\"e-n-accordion-item\" open>\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"true\" aria-controls=\"e-n-accordion-item-8160\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> How exactly do LLMs influence my ranking in Google Search?  <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-8160\" class=\"elementor-element elementor-element-11a3d16 e-con-full e-flex e-con e-child\" data-id=\"11a3d16\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c35977f elementor-widget elementor-widget-text-editor\" data-id=\"c35977f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Google uses Large Language Models to semantically analyze and encode the content of your reviews. Instead of just counting stars, the AI extracts specific service areas and the associated sentiment. When your reviews describe detailed positive experiences about certain specialties, Google classifies you as a more relevant expert for precisely these specialties and displays you higher.  <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-8161\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"2\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-8161\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> What is the difference between classic Google algorithms and LLM data extraction?  <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-8161\" class=\"elementor-element elementor-element-8a0b1ea e-con-full e-flex e-con e-child\" data-id=\"8a0b1ea\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2b14bc9 elementor-widget elementor-widget-text-editor\" data-id=\"2b14bc9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Classic algorithms searched for direct keyword matches and quantitative signals such as backlinks. LLM data extraction, however, understands the context and structure of a business, as outlined in the Google patent. The AI can extract implicit information about your service quality and brand personality from texts that were previously invisible to algorithms. This makes the quality and specificity of your reviews more important today than pure quantity.   <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-8162\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"3\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-8162\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Can I really attract more private patients through targeted reviews?  <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-8162\" class=\"elementor-element elementor-element-46541e9 e-con-full e-flex e-con e-child\" data-id=\"46541e9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-23393e2 elementor-widget elementor-widget-text-editor\" data-id=\"23393e2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Yes, absolutely. Private patients frequently search for specialized excellence for specific treatments. When you use ReviewBird to strategically generate reviews with positive sentiment in these categories, Google&#8217;s LLM recognizes this expertise. You therefore appear preferentially in search results for specialized, high-value services, which appeals to exactly the target group willing to pay privately for above-average quality and expertise.   <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-8163\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"4\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-8163\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Is it risky to disable certain appointment categories for reviews?  <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-8163\" class=\"elementor-element elementor-element-5bc2003 e-con-full e-flex e-con e-child\" data-id=\"5bc2003\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dc6aab0 elementor-widget elementor-widget-text-editor\" data-id=\"dc6aab0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Quite the contrary: it is a strategic optimization. When you disable categories for standard services, you concentrate the attention of your patients and Google&#8217;s AI on your most lucrative and important specialties. This prevents your brand profile from being diluted by irrelevant or superficial information. This leads to a sharpened expert profile in terms of brand encoding, which Google needs for precise recommendations.   <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-8164\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"5\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-8164\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> How long does it take for Google to recognize the new brand encoding?  <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-8164\" class=\"elementor-element elementor-element-b9b9725 e-con-full e-flex e-con e-child\" data-id=\"b9b9725\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8c7ce09 elementor-widget elementor-widget-text-editor\" data-id=\"8c7ce09\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">The updating of brand understanding by LLMs occurs continuously. As soon as new, high-quality, and specific reviews for your target verticals arrive, the AI begins integrating this information into your entity profile. Typically, initial changes in visibility for specific specialty queries can be observed after just a few weeks, provided a steady stream of relevant data is ensured through tools like ReviewBird.  <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<script type=\"application\/ld+json\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@type\":\"FAQPage\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\"How exactly do LLMs influence my ranking in Google Search?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Google uses Large Language Models to semantically analyze and encode the content of your reviews. Instead of just counting stars, the AI extracts specific service areas and the associated sentiment. When your reviews describe detailed positive experiences about certain specialties, Google classifies you as a more relevant expert for precisely these specialties and displays you higher.\"}},{\"@type\":\"Question\",\"name\":\"What is the difference between classic Google algorithms and LLM data extraction?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Classic algorithms searched for direct keyword matches and quantitative signals such as backlinks. LLM data extraction, however, understands the context and structure of a business, as outlined in the Google patent. The AI can extract implicit information about your service quality and brand personality from texts that were previously invisible to algorithms. This makes the quality and specificity of your reviews more important today than pure quantity.\"}},{\"@type\":\"Question\",\"name\":\"Can I really attract more private patients through targeted reviews?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Yes, absolutely. Private patients frequently search for specialized excellence for specific treatments. When you use ReviewBird to strategically generate reviews with positive sentiment in these categories, Google&#8217;s LLM recognizes this expertise. You therefore appear preferentially in search results for specialized, high-value services, which appeals to exactly the target group willing to pay privately for above-average quality and expertise.\"}},{\"@type\":\"Question\",\"name\":\"Is it risky to disable certain appointment categories for reviews?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Quite the contrary: it is a strategic optimization. When you disable categories for standard services, you concentrate the attention of your patients and Google&#8217;s AI on your most lucrative and important specialties. This prevents your brand profile from being diluted by irrelevant or superficial information. This leads to a sharpened expert profile in terms of brand encoding, which Google needs for precise recommendations.\"}},{\"@type\":\"Question\",\"name\":\"How long does it take for Google to recognize the new brand encoding?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"The updating of brand understanding by LLMs occurs continuously. As soon as new, high-quality, and specific reviews for your target verticals arrive, the AI begins integrating this information into your entity profile. 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data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8da95fa e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"8da95fa\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-347ea43 elementor-author-box--layout-image-above elementor-widget elementor-widget-author-box\" data-id=\"347ea43\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"author-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-author-box\">\n\t\t\t\t\t\t\t<div  class=\"elementor-author-box__avatar\">\n\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/reviewbird.io\/wp-content\/uploads\/2025\/07\/Ellipse-2.png\" alt=\"Picture of Timothy Scherman\" loading=\"lazy\">\n\t\t\t\t<\/div>\n\t\t\t\n\t\t\t<div class=\"elementor-author-box__text\">\n\t\t\t\t\t\t\t\t\t<div >\n\t\t\t\t\t\t<span class=\"elementor-author-box__name\">\n\t\t\t\t\t\t\tTimothy Scherman\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-author-box__bio\">\n\t\t\t\t\t\t<p>Founder, Managing Director<br \/>\nReviewBird<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\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\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Strategic Focus Ranking: Targeted Reviews for More Private Patients Author: Timothy Scherman Home page Google Patent Revealed Table of Contents Table of Contents Content Table of Contents Table of Contents Have you ever wondered how Google decides which practice or business appears at the top of recommendations in the era of artificial intelligence? A recent [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-2875","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Google LLM Patent: Brand Encoding &amp; Targeted Reviews [2026]<\/title>\n<meta name=\"description\" content=\"Google LLM Patent \u25b6\ufe0f Brand Encoding \u2714\ufe0f Targeted Reviews \u2714\ufe0f Attract More Private Patients \u2714\ufe0f Learn More Here \u23e9\ufe0f\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/reviewbird.io\/en\/google-patent-revealed-how-llms-understand-your-brand-and-why-targeted-reputation-management-now-determines-your-economic-success\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Google LLM Patent: Brand Encoding &amp; Targeted Reviews [2026]\" \/>\n<meta property=\"og:description\" content=\"Google LLM Patent \u25b6\ufe0f Brand Encoding \u2714\ufe0f Targeted Reviews \u2714\ufe0f Attract More Private Patients \u2714\ufe0f Learn More Here \u23e9\ufe0f\" \/>\n<meta property=\"og:url\" content=\"https:\/\/reviewbird.io\/en\/google-patent-revealed-how-llms-understand-your-brand-and-why-targeted-reputation-management-now-determines-your-economic-success\/\" \/>\n<meta property=\"og:site_name\" content=\"ReviewBird - 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