{"id":10568,"date":"2026-11-04T06:00:00","date_gmt":"2026-11-04T14:00:00","guid":{"rendered":"https:\/\/clarity.microsoft.com\/blog\/?p=10568"},"modified":"2026-11-04T05:55:11","modified_gmt":"2026-11-04T13:55:11","slug":"clarity-connects-agents-llms-people","status":"publish","type":"post","link":"https:\/\/clarity.microsoft.com\/blog\/clarity-connects-agents-llms-people\/","title":{"rendered":"Agents act, LLMs recommend, and people browse. Microsoft Clarity connects all three journeys."},"content":{"rendered":"\n<p><strong>See what AI agents do on your site, get answers from your data faster, and help customers find you across AI experiences.<\/strong>&nbsp;<\/p>\n\n\n\n<p>In a recent <a href=\"https:\/\/clarity.microsoft.com\/blog\/agentic-analytics-what-agents-do-on-websites\" aria-label=\"Read more about Agents act, LLMs recommend, and people browse. Microsoft Clarity connects all three journeys.\">Microsoft Clarity analysis<\/a>, weekly sessions from AI agents nearly doubled in three weeks to almost 2 million.\u00b9 These agents, like Muse or Dots, were shopping, booking, and filling out forms.&nbsp;<\/p>\n\n\n\n<p>Agents are one part of how the customer journey is changing. Earlier this year, we introduced the concept of winning the <a href=\"https:\/\/about.ads.microsoft.com\/en\/blog\/post\/april-2026\/win-across-all-three-eras-of-the-web\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"Read more about Agents act, LLMs recommend, and people browse. Microsoft Clarity connects all three journeys.\">three eras of the web<\/a>: simultaneously serving customers who are browsing your website, asking AI for recommendations, and turning to agents to book or buy for them. Clarity is evolving with these three experiences and today, we&#8217;re excited to share new capabilities available globally to all our users:&nbsp;<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>Agentic Analytics.<\/strong> See what supported\u00b2 AI agents do on your site and test whether they can complete key tasks.&nbsp;<\/li>\n<\/ol>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li><strong>Brand Agents.<\/strong> Get your products discovered in Microsoft Copilot and Bing, and bring an AI assistant to your website that helps customers find and book services from local businesses.&nbsp;<\/li>\n<\/ol>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li><strong>Ask Clarity.<\/strong> Ask a question about how people use your site and get answers backed by real session evidence.&nbsp;<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">The agentic web: Understand what AI agents do on your site<\/h2>\n\n\n\n<p>Today you can ask an AI agent to book a family cruise for the holidays or reorder your dog&#8217;s food every month. That shift from &#8220;help me choose&#8221; to &#8220;do it for me&#8221; creates enormous opportunity, but most websites are built for people, not agents. An agent might find the right product but miss a promotion, or reach checkout and get stuck. When that happens, you may lose a customer without ever knowing why.&nbsp;&nbsp;<\/p>\n\n\n\n<p>That is why we are introducing the <strong>Agent Activity<\/strong> dashboard in Microsoft Clarity. The dashboard shows how agentic traffic changes over time, which agents visit your site, and what they do once they arrive, ranging from searches and form submissions to logins, downloads, appointment bookings, and checkout.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"859\" src=\"https:\/\/clarity.microsoft.com\/blog\/wp-content\/uploads\/2026\/11\/Agentic-Analytics-dash-1024x859.png\" alt=\"\" class=\"wp-image-10580\" srcset=\"https:\/\/clarity.microsoft.com\/blog\/wp-content\/uploads\/2026\/11\/Agentic-Analytics-dash-1024x859.png 1024w, https:\/\/clarity.microsoft.com\/blog\/wp-content\/uploads\/2026\/11\/Agentic-Analytics-dash-300x252.png 300w, https:\/\/clarity.microsoft.com\/blog\/wp-content\/uploads\/2026\/11\/Agentic-Analytics-dash-768x645.png 768w, https:\/\/clarity.microsoft.com\/blog\/wp-content\/uploads\/2026\/11\/Agentic-Analytics-dash-1536x1289.png 1536w, https:\/\/clarity.microsoft.com\/blog\/wp-content\/uploads\/2026\/11\/Agentic-Analytics-dash-2048x1719.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>With <strong>s<\/strong><strong>imulation <\/strong>assessments, you can test how effectively agents can complete important tasks on your website before a real customer journey fails. Simulations show whether the task was completed, how long it took, how many interactions it required, and where the experience could be improved. We\u2019re starting with commerce and travel scenarios, and plan to expand simulations to more types of customer journeys over time.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>The LLM web: Get discovered when customers ask AI for hel<\/strong>p<\/h2>\n\n\n\n<p>When customers ask AI to help them choose, you want your business to be part of the answer. Brand Agents help you show up in Microsoft&#8217;s AI experiences and give customers an AI personal shopper when they\u2019re on your website.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Expand product discovery across AI experiences<\/strong><\/h3>\n\n\n\n<p><a href=\"https:\/\/clarity.microsoft.com\/brand-agents\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"Read more about Agents act, LLMs recommend, and people browse. Microsoft Clarity connects all three journeys.\">Brand Agents<\/a> started as a personal shopping assistant on your website. It&#8217;s grounded in your live product catalog, shipping and return policies, and brand voice. Now, businesses that use Brand Agents can extend product discovery beyond their website. For eligible WooCommerce and Shopify merchants, their products can appear across Microsoft Copilot, Bing, MSN, and more when shoppers ask AI for recommendations. Shoppers can discover a product and then complete the purchase on the merchant\u2019s website.&nbsp;<\/p>\n\n\n\n<p>If you already have Brand Agents installed, no additional catalog upload or configuration is required. During setup, you can also choose to offer the Brand Agent experience on your website or just use Brand Agents to help your products show up across AI experiences.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<div class=\"ast-oembed-container \" style=\"height: 100%;\"><iframe loading=\"lazy\" title=\"BA Agentic Participation\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/QMjc7HW6Iyg?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/div>\n<\/div><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Helping local customers find the right service and take the next step<\/strong><\/h3>\n\n\n\n<p>Along with online retailers, we\u2019re excited to expand Brand Agents to local businesses. This means when potential customers come to your site, Brand Agents can help them understand what you offer, find the service that fits their needs, and take the next step to book. If someone asks, <em>&#8220;Can you help me fix a leaking pipe under my kitchen sink?&#8221;,<\/em> the agent can identify the right service and offer to book it.&nbsp;<\/p>\n\n\n\n<p>Brand Agents connect with the booking and scheduling tools many local businesses already use like Square, Jobber, HubSpot, Calendly, Housecall Pro, and Salesforce, so the agent can capture leads and schedule appointments directly. That means fewer missed opportunities after hours and less time your team spends calling customers back.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"698\" src=\"https:\/\/clarity.microsoft.com\/blog\/wp-content\/uploads\/2026\/11\/zava-ai-booking-high-res-1024x698.png\" alt=\"zava ai booking screenshot\" class=\"wp-image-10584\" srcset=\"https:\/\/clarity.microsoft.com\/blog\/wp-content\/uploads\/2026\/11\/zava-ai-booking-high-res-1024x698.png 1024w, https:\/\/clarity.microsoft.com\/blog\/wp-content\/uploads\/2026\/11\/zava-ai-booking-high-res-300x205.png 300w, https:\/\/clarity.microsoft.com\/blog\/wp-content\/uploads\/2026\/11\/zava-ai-booking-high-res-768x524.png 768w, https:\/\/clarity.microsoft.com\/blog\/wp-content\/uploads\/2026\/11\/zava-ai-booking-high-res-1536x1048.png 1536w, https:\/\/clarity.microsoft.com\/blog\/wp-content\/uploads\/2026\/11\/zava-ai-booking-high-res-2048x1397.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Eligible WordPress businesses can get started today. <a href=\"https:\/\/clarity.microsoft.com\/projects\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"Read more about Agents act, LLMs recommend, and people browse. Microsoft Clarity connects all three journeys.\">Install Clarity,<\/a> choose \u201cClarity with Brand Agents,\u201d publish your agent, connect a supported CRM, and put it to work for your business.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">The human web: Get answers from how people use your site<\/h2>\n\n\n\n<p>As visitors arrive from AI assistants and agents, as well as search, social, and ads, the volume of data marketers must interpret multiplies. The challenge is no longer simply getting access to data. It\u2019s connecting those signals, understanding what matters, and determining what to do next.&nbsp;&nbsp;<\/p>\n\n\n\n<p>Now you can ask Clarity a question about your business and it analyzes your unique data much like an analyst would: exploring possible explanations, testing them against the evidence, and identifying what is really happening. It then recommends what to do next and links findings to the relevant session recordings, so you can see the evidence for yourself. Today, the experience is focused primarily on website behavioral analytics, helping marketers make sense of session recordings, heatmaps, funnels, events, and other on-site signals.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<div class=\"ast-oembed-container \" style=\"height: 100%;\"><iframe loading=\"lazy\" title=\"Ask Clarity | Fall Moment Video\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/RYXiE2BlN4g?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/div>\n<\/div><\/figure>\n\n\n\n<p>Say European shoppers aren\u2019t converting as well as other regions, and you think price is the problem. Clarity can test that assumption against real visitor behavior and uncover something you weren\u2019t looking for, like untranslated pages or a delivery option that only works in one market.<\/p>\n\n\n\n<p>Coming soon, we plan to expand the experience to support additional use cases and data sources, including AI Visibility and advertising data.&nbsp;<\/p>\n\n\n\n<p>Among surveyed early-access users of this new feature, 88% reported discovering something new about their business or website\u00b3. Customers consistently highlighted time savings, insights they would not have discovered themselves, and session recordings that provided evidence behind recommendations as key benefits.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote alignleft is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>\u201cI use this feature to dive deeper into user behavior, especially around new launches. It helped me identify where customers were dropping off in our new product personalization experience and showed that 80.2% of pageviews on our PowerBank landing page ended with no onward click. It would take a long time to uncover these kinds of insights by manually reviewing user recordings.\u201d<\/em><\/p>\n<cite>Kelly Wellman, eCommerce Manager, Pela Case<\/cite><\/blockquote>\n\n\n\n<p><strong>This capability is currently in closed beta for retailers. If you&#8217;re interested in trying the experience, <\/strong><a href=\"https:\/\/clarity.microsoft.com\/projects?utm_source=fallMoment26\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"Read more about Agents act, LLMs recommend, and people browse. Microsoft Clarity connects all three journeys.\"><strong>join the waitlist.<\/strong><\/a><strong><\/strong>&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Keep up with a changing customer journey<\/strong><\/h2>\n\n\n\n<p>We\u2019re incredibly grateful for how far Clarity has come and for the millions of sites and apps that use it around the world. What started as a way to understand how people use your website is evolving alongside the customer journey itself.&nbsp;<\/p>\n\n\n\n<p>From people browsing the web, to AI helping them research and decide, to agents taking action on their behalf, our mission remains the same: help you understand every customer journey and know what to do next.&nbsp;&nbsp;<\/p>\n\n\n\n<p>As those behaviors continue to change, Clarity will continue to give businesses the visibility and insights they need to understand what\u2019s happening and adapt. <strong>The next era of the web is being written, and we&#8217;re excited to help you succeed in it.&nbsp;<\/strong>&nbsp;<\/p>\n\n\n\n<p><strong>Clarity is free, so check it out for yourself:<\/strong>&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>See how AI agents experience your site<\/strong> with Agent Analytics in <a href=\"https:\/\/clarity.microsoft.com\/ai-visibility\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"Read more about Agents act, LLMs recommend, and people browse. Microsoft Clarity connects all three journeys.\">Clarity.<\/a>&nbsp;<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Help more customers discover your products and services<\/strong> by signing up for <a href=\"https:\/\/clarity.microsoft.com\/brand-agents\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"Read more about Agents act, LLMs recommend, and people browse. Microsoft Clarity connects all three journeys.\">Brand Agents.<\/a>&nbsp;<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong><a href=\"https:\/\/clarity.microsoft.com\/projects?utm_source=fallMoment26\" aria-label=\"Read more about Agents act, LLMs recommend, and people browse. Microsoft Clarity connects all three journeys.\">Ask Clarity<\/a> what\u2019s happening across your website <\/strong>and uncover where to take action.\u00a0<\/li>\n<\/ul>\n\n\n\n<p><a href=\"https:\/\/aka.ms\/FallMomentTryClarity\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"Read more about Agents act, LLMs recommend, and people browse. Microsoft Clarity connects all three journeys.\"><strong>Get started today.<\/strong><\/a>&nbsp;<\/p>\n\n\n\n<p><sup>1<\/sup> Source: <a href=\"https:\/\/clarity.microsoft.com\/blog\/agentic-analytics-what-agents-do-on-websites\" aria-label=\"Read more about Agents act, LLMs recommend, and people browse. Microsoft Clarity connects all three journeys.\">Microsoft Clarity analysis<\/a> of 5.23 million agentic sessions across 230,511 projects, August 13\u2013September 9, 2026. The analysis detected agents from OpenAI, Google, and Anthropic.&nbsp;<\/p>\n\n\n\n<p>\u00b2 Supported agents at this time for Agentic Analytics include Google, OpenAI, and Anthropic agent operators&nbsp;<\/p>\n\n\n\n<p>\u00b3 Source: Microsoft Clarity Early Access Feedback Survey, July\u2013August 2026; n=16 early-access participants. Fourteen of 16.&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>See what AI agents do on your site, get answers from your data faster, and help customers find you across [&hellip;]<\/p>\n","protected":false},"author":46,"featured_media":10589,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[2],"tags":[],"class_list":["post-10568","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blogs"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.8.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Agents act, LLMs recommend, People browse: Clarity connects all three.<\/title>\n<meta name=\"description\" content=\"See what AI agents do on your site, get answers from your data faster, and help customers find you across AI experiences.&nbsp; 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