{"id":5834,"date":"2025-12-26T19:59:16","date_gmt":"2025-12-26T18:59:16","guid":{"rendered":"https:\/\/www.htt.it\/?page_id=5834"},"modified":"2026-02-15T14:44:34","modified_gmt":"2026-02-15T13:44:34","slug":"ai-observatory-brand-visibility","status":"publish","type":"page","link":"https:\/\/www.htt.it\/en\/ai-observatory-brand-visibility\/","title":{"rendered":"AI Observatory: the future of brand visibility in the age of synthesized answers"},"content":{"rendered":"\n\n\n<!-- SECTION -->\n<section class=\"block-intro-homepage hero-fullimage-title\" style=\"\">\n    <div class=\"htt-container\">\n        <div class=\"hero-fullimage-title--wrapimg\">\n            <img decoding=\"async\" fetchpriority=\"high\" src=\"https:\/\/www.htt.it\/wp-content\/uploads\/2026\/01\/monte_fuji.webp\" alt=\"il monte fuji\">\n            <div class=\"hero-fullimage-title--title\">\n                    <strong>AI Observatory:<\/strong> Brand visibility in the age of synthesized answers.\n            <\/div>\n        <\/div>\n<\/div><\/section>\n\n\n\n\n<!-- SECTION -->\n<section class=\"osservatorio whitesection\" style=\"\">\n    <div class=\"textbigfull\">\n        <div class=\"htt-container\">\n            <p>\n                It is no longer about where you rank on Google, but about <strong>how Artificial Intelligence recommends your brand<\/strong>.<br>\n                Welcome to the era of <strong>Generative Engine Optimization<\/strong> (GEO).\n            <\/p>\n        <\/div>\n    <\/div>\n<\/section>\n\n\n\n<div class=\"block-titlelinesection darksection\" style=\"\">\n    <div class=\"htt-container\">\n        <div class=\"htt-section-line-title\">\n            <div class=\"font-mono\">\n                Intelligence &amp; strategy 2026\n            <\/div>\n        <\/div>\n    <\/div>\n<\/div>\n\n\n\n\n\n<div class=\"darksection\" style=\"\">\n    <div class=\"htt-container\">\n        <div class=\"htt-generic-text\">\n            <div class=\"htt-grid htt-grid--2 htt-grid--colgap-40\">\n                <div class=\"htt-generic-text--col\">\n                    <h3>Why a permanent observatory?<\/h3>\n                <\/div>\n                <div class=\"htt-generic-text--col\">\n                    <p>\n                        <strong>\n                            The search model has changed.<br>\n                            Users no longer browse lists of links; they query answer engines such as ChatGPT, Gemini and Perplexity to make immediate decisions.\n                        <\/strong>\n                    <\/p>\n                    <p>\n                        If your company is not part of the AI-generated answer, it does not exist for a growing share of the market.<br>\n                        HT&amp;T\u2019s AI Observatory was created to bridge the data gap between traditional marketing and generative artificial intelligence, providing companies with the metrics needed to <strong>measure, govern and defend<\/strong> their synthetic Brand Reputation.\n                    <\/p>\n                <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/div>\n\n\n<div class=\"darksection\">\n    <div class=\"htt-container immagine full\">\n        <div class=\"htt-generic-text\">\n            <div class=\"htt-generic-text--img\">\n                <figure>\n                    <video class=\"fadeIn\" autoplay loop muted playsinline width=\"100%\">\n                        <source src=\"https:\/\/www.htt.it\/wp-content\/uploads\/2026\/01\/loop_video_vertical.mp4\" type=\"video\/mp4\">\n                        Your browser does not support the video tag.\n                    <\/video>\n                <\/figure>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/div>\n\n<!-- SECTION -->\n<section class=\"whitesection\" style=\"\">\n    <div class=\"htt-container\">\n        <div class=\"metodo_servizio\">\n\n            <div class=\"htt-grid htt-grid--2 htt-grid--colgap-60\">\n                <div class=\"metodo_servizio--sx\">\n                    <div class=\"metodo_servizio--testo\">\n                        <h3>Proprietary Technology: From APIs to BigQuery<\/h3>\n                    <\/div>\n                <\/div>\n\n                <div class=\"metodo_servizio--dx\">\n                    <div class=\"metodo_servizio--testo\">\n                        <p>\n                            Unlike manual or episodic analyses, our Observatory is built on a scalable technological infrastructure developed by HT&amp;T\u2019s in-house dev team:\n                        <\/p>\n                    <\/div>\n\n                    <div class=\"metodo_servizio--item-list\">\n                        <div class=\"metodo_servizio--ico\" style=\"background-image:url('https:\/\/www.htt.it\/wp-content\/uploads\/2026\/01\/extraction.svg')\"><\/div>\n                        <div class=\"metodo_servizio--domanda\"><p>Data Extraction:<\/p><\/div>\n                        <div class=\"metodo_servizio--risposta\">\n                            <p>Automated multimodal querying across clusters of thousands of intentional prompts.<\/p>\n                        <\/div>\n                    <\/div>\n\n                    <div class=\"metodo_servizio--item-list\">\n                        <div class=\"metodo_servizio--ico\" style=\"background-image:url('https:\/\/www.htt.it\/wp-content\/uploads\/2026\/01\/processing.svg')\"><\/div>\n                        <div class=\"metodo_servizio--domanda\"><p>Processing:<\/p><\/div>\n                        <div class=\"metodo_servizio--risposta\">\n                            <p>Natural Language Processing (NLP) using Hugging Face models to decode sentiment.<\/p>\n                        <\/div>\n                    <\/div>\n\n                    <div class=\"metodo_servizio--item-list\">\n                        <div class=\"metodo_servizio--ico\" style=\"background-image:url('https:\/\/www.htt.it\/wp-content\/uploads\/2026\/01\/intelligence.svg')\"><\/div>\n                        <div class=\"metodo_servizio--domanda\"><p>Intelligence:<\/p><\/div>\n                        <div class=\"metodo_servizio--risposta\">\n                            <p>Data storage and modeling on Google BigQuery to identify historical trends and competitive benchmarks.<\/p>\n                        <\/div>\n                    <\/div>\n\n                <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n\n\n\n\n<!-- SECTION -->\n<section class=\"brma-wrap darksection\" style=\"\">\n    <div class=\"htt-container\">\n        <div class=\"brma\">\n\n            <div class=\"brma--imgtop\">\n                <figure>\n                    <img decoding=\"async\" src=\"https:\/\/www.htt.it\/wp-content\/uploads\/2026\/01\/BRMA-top.svg\" alt=\"brma di HT&#038;T - scopri come funziona per la tua azienda\" class=\"fadeIn\">\n                <\/figure>\n            <\/div>\n\n            <div class=\"brma--title\">\n                <h3>BRMA Index: the reference metric<\/h3>\n            <\/div>\n\n            <div class=\"htt-grid htt-grid--3 htt-grid--colgap-30 brma--cards\">\n\n                <div class=\"brma--card\">\n                    <img decoding=\"async\" src=\"https:\/\/www.htt.it\/wp-content\/uploads\/2026\/01\/share_of_voice.webp\" alt=\"share of voice\" class=\"fadeIn\">\n                    <h4><span>40%<\/span>Share of Voice<\/h4>\n                    <p>\n                        Measures how frequently and prominently a brand is cited within LLM-generated answers compared to its reference cluster.\n                    <\/p>\n                <\/div>\n\n                <div class=\"brma--card\">\n                    <img decoding=\"async\" src=\"https:\/\/www.htt.it\/wp-content\/uploads\/2026\/01\/sentimet_bias.webp\" alt=\"sentiment bias\" class=\"fadeIn\">\n                    <h4><span>30%<\/span>Sentiment &amp; Bias<\/h4>\n                    <p>\n                        Assesses whether AI acts as a neutral or positive promoter, or highlights critical elements that negatively impact conversion.\n                    <\/p>\n                <\/div>\n\n                <div class=\"brma--card\">\n                    <img decoding=\"async\" src=\"https:\/\/www.htt.it\/wp-content\/uploads\/2026\/01\/source_integrty.webp\" alt=\"source integrity\" class=\"fadeIn\">\n                    <h4><span>30%<\/span>Source Integrity<\/h4>\n                    <p>\n                        Evaluates the reliability of the sources used by AI to validate brand information (official websites vs outdated forums).\n                    <\/p>\n                <\/div>\n\n            <\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n\n\n\n\n<!-- SECTION -->\n<section class=\"whitesection\" style=\"\">\n    <div class=\"htt-container\">\n        <div class=\"cards-link\">\n            <div class=\"htt-grid htt-grid--3 htt-grid--colgap-30 htt-grid--rowgap-30\">\n\n                <div class=\"cards-link--card cards-link--cardtitle\">\n                    <h3>2026 Publication Calendar<\/h3>\n                    <p>\n                        <strong>The Observatory is a living system.<\/strong><br><br>\n                        Every month we analyze a new industry, and every quarter we update historical data to track the evolution of algorithms.\n                    <\/p>\n                <\/div>\n\n                <div class=\"cards-link--card\" style=\"background-image: url(https:\/\/www.htt.it\/wp-content\/uploads\/2026\/01\/cover_automotive.webp);\">\n                    <div class=\"cards-link-textcard\">\n                        <span class=\"mese\">January<\/span>\n                        <h4>Automotive<\/h4>\n                        <p>The electric transition in answer engines.<\/p>\n                        <a href=\"\" class=\"htt-button htt-button--secondary\">Monitoring active<\/a>\n                    <\/div>\n                <\/div>\n\n                <div class=\"cards-link--card\" style=\"background-image: url(https:\/\/www.htt.it\/wp-content\/uploads\/2026\/01\/cover_pharma.webp);\">\n                    <div class=\"cards-link-textcard\">\n                        <span class=\"mese\">February<\/span>\n                        <h4>Pharma<\/h4>\n                        <p>Therapeutic innovation and operational resilience.<\/p>\n                        <a href=\"\" class=\"htt-button htt-button--secondary\">Monitoring active<\/a>\n                    <\/div>\n                <\/div>\n\n                <div class=\"cards-link--card\" style=\"background-image: url(https:\/\/www.htt.it\/wp-content\/uploads\/2026\/01\/cover_finance.webp);\">\n                    <div class=\"cards-link-textcard\">\n                        <span class=\"mese\">March<\/span>\n                        <h4>Finance &amp; Banking<\/h4>\n                        <p>Trust and financial advisory in the AI era.<\/p>\n                        <a href=\"\" class=\"htt-button htt-button--secondary\">Monitoring active<\/a>\n                    <\/div>\n                <\/div>\n\n                <div class=\"cards-link--card\" style=\"background-image: url(https:\/\/www.htt.it\/wp-content\/uploads\/2026\/01\/cover_luxury.webp);\">\n                    <div class=\"cards-link-textcard\">\n                        <span class=\"mese\">April<\/span>\n                        <h4>Luxury &amp; Design<\/h4>\n                        <p>Perceived value and Made in Italy positioning.<\/p>\n                        <a href=\"\" class=\"htt-button htt-button--secondary\">Monitoring active<\/a>\n                    <\/div>\n                <\/div>\n\n                <div class=\"cards-link--card\" style=\"background-image: url(https:\/\/www.htt.it\/wp-content\/uploads\/2026\/01\/cover_travel.webp);\">\n                    <div class=\"cards-link-textcard\">\n                        <span class=\"mese\">May<\/span>\n                        <h4>Travel<\/h4>\n                        <p>New paradigms of global tourism.<\/p>\n                        <a href=\"\" class=\"htt-button htt-button--secondary\">Monitoring active<\/a>\n                    <\/div>\n                <\/div>\n\n            <\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n<script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"WebPage\",\n  \"name\": \"HT&T AI Observatory \u2013 AEO and GEO Analysis 2026\",\n  \"description\": \"Permanent observatory on brand visibility within AI answer engines such as ChatGPT, Gemini and Perplexity, based on the BRMA Index.\",\n  \"url\": \"https:\/\/www.htt.it\/osservatorio-ai-marketing\/\",\n  \"datePublished\": \"2025-12-26\",\n  \"dateModified\": \"2026-01-12T00:00:00+01:00\",\n  \"publisher\": {\n    \"@type\": \"Organization\",\n    \"name\": \"HT&T Consulting\",\n    \"url\": \"https:\/\/www.htt.it\"\n  },\n  \"mainEntity\": {\n    \"@type\": \"ResearchProject\",\n    \"name\": \"Permanent AI Observatory\",\n    \"description\": \"Ongoing project focused on measuring and analyzing brand visibility within Large Language Models.\"\n  }\n}\n<\/script>\n\n\n\n\n<!-- SECTION -->\n<section  class=\"banner-iscrizione-newsletter  whitesection\" style=\"\">\n    <div class=\"htt-container\">\n        <div class=\"htt-grid htt-grid--2 htt-grid--colgap-30\">\n            <div class=\"banner-iscrizione-newsletter--text\">\n                <h3>Keep up<\/h3>\n                <p>Every now and then, we publish a visionary and inspirational newsletter to keep you updated on the new frontiers of the digital world, as well as case studies, research, and agency activities. No spam \ud83d\ude09<\/p>\n                \n<div class=\"wpcf7 no-js\" id=\"wpcf7-f2191-o1\" lang=\"en-US\" dir=\"ltr\" data-wpcf7-id=\"2191\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/en\/wp-json\/wp\/v2\/pages\/5834#wpcf7-f2191-o1\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Contact form\" novalidate=\"novalidate\" data-status=\"init\">\n<fieldset class=\"hidden-fields-container\"><input type=\"hidden\" name=\"_wpcf7\" value=\"2191\" \/><input type=\"hidden\" name=\"_wpcf7_version\" value=\"6.1.5\" \/><input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_US\" \/><input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f2191-o1\" \/><input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/><input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/><input type=\"hidden\" name=\"_wpcf7cf_hidden_group_fields\" value=\"[]\" \/><input type=\"hidden\" name=\"_wpcf7cf_hidden_groups\" value=\"[]\" \/><input type=\"hidden\" name=\"_wpcf7cf_visible_groups\" value=\"[]\" \/><input type=\"hidden\" name=\"_wpcf7cf_repeaters\" value=\"[]\" \/><input type=\"hidden\" name=\"_wpcf7cf_steps\" value=\"{}\" \/><input type=\"hidden\" name=\"_wpcf7cf_options\" value=\"{&quot;form_id&quot;:2191,&quot;conditions&quot;:[],&quot;settings&quot;:{&quot;animation&quot;:&quot;yes&quot;,&quot;animation_intime&quot;:200,&quot;animation_outtime&quot;:200,&quot;conditions_ui&quot;:&quot;normal&quot;,&quot;notice_dismissed&quot;:false,&quot;notice_dismissed_rollback-cf7-5.9.2&quot;:true,&quot;notice_dismissed_update-cf7-6.0&quot;:true,&quot;notice_dismissed_rollback-cf7-6.0.5&quot;:true}}\" \/>\n<\/fieldset>\n<div class=\"campi\">\n\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"your-email\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email\" autocomplete=\"email\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"email\" name=\"your-email\" \/><\/span><span id=\"wpcf7-69de61533eeb9-wrapper\" class=\"wpcf7-form-control-wrap email-wrap\" style=\"display:none !important; visibility:hidden !important;\"><label for=\"wpcf7-69de61533eeb9-field\" class=\"hp-message\">Please leave this field empty.<\/label><input id=\"wpcf7-69de61533eeb9-field\"  placeholder=\"email\"  class=\"wpcf7-form-control wpcf7-text\" type=\"text\" name=\"email\" value=\"\" size=\"40\" tabindex=\"-1\" autocomplete=\"new-password\" \/><\/span>\n\t<\/p>\n\t<div>\n\t\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"checkbox-637\"><span class=\"wpcf7-form-control wpcf7-checkbox wpcf7-validates-as-required\"><span class=\"wpcf7-list-item first last\"><label><input type=\"checkbox\" name=\"checkbox-637[]\" value=\"I authorize the processing of my data according to the\" \/><span class=\"wpcf7-list-item-label\">I authorize the processing of my data according to the<\/span><\/label><\/span><\/span><\/span><a href=\"https:\/\/www.htt.it\/privacy-policy\/\"> privacy policy.<\/a>\n\t\t<\/p>\n\t<\/div>\n<\/div>\n<div class=\"submit\">\n\t<p><input class=\"wpcf7-form-control wpcf7-submit has-spinner\" type=\"submit\" value=\"Sign up\" \/>\n\t<\/p>\n<\/div><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<\/form>\n<\/div>\n\n            <\/div>\n            <div class=\"banner-iscrizione-newsletter--img\">\n                <img decoding=\"async\" src=\"https:\/\/www.htt.it\/wp-content\/uploads\/2023\/11\/iscriviti_newsletter.webp\" alt=\"Stai al passo.\">\n            <\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n\n\n\n","protected":false},"excerpt":{"rendered":"<p>AI Observatory: Brand visibility in the age of synthesized answers. It is no longer about where you rank on Google, but about how Artificial Intelligence recommends your brand. Welcome to the era of Generative Engine Optimization (GEO). Intelligence &amp; strategy 2026 Why a permanent observatory? The search model has changed. Users no longer browse lists <a href=\"https:\/\/www.htt.it\/en\/ai-observatory-brand-visibility\/\" class=\"more-link\">&#8230;<span class=\"screen-reader-text\">  AI Observatory: the future of brand visibility in the age of synthesized answers<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-5834","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI Observatory: the future of brand visibility in the age of synthesized answers - HT&amp;T Consulting .<\/title>\n<meta name=\"description\" content=\"HT&amp;T AI Observatory: ongoing analysis of brand visibility in AI answer engines like ChatGPT, Gemini and Perplexity, powered by the BRMA Index.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.htt.it\/en\/ai-observatory-brand-visibility\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI Observatory: the future of brand visibility in the age of synthesized answers - 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