Microsoft Clarity Introduces Agentic Analytics, Ask Clarity and Brand Agents

On November 4, 2026, Microsoft announced three developments for Microsoft Clarity: Agentic Analytics to study how AI agents navigate websites, Ask Clarity to investigate visitor behavior through natural-language questions, and expanded Brand Agents capabilities for ecommerce and local service businesses.

The announcements address three different customer journeys. People still browse websites themselves, ask AI assistants for recommendations, and increasingly delegate specific tasks to AI agents, including product searches, form submissions, appointment bookings, and purchases. Clarity is developing measurement and customer interaction tools for each of these journeys.

Unlike conventional web analytics, which primarily focuses on human visitors, the new agent-oriented capabilities are designed to reveal automated visits and identify problems that prevent agents from completing tasks.

Agentic Analytics Shows How AI Agents Interact With Websites

Agentic Analytics is a new area of Microsoft Clarity focused on tracking visits made by AI agents acting on behalf of users. A shopper might ask an agent to find a product, check shipping availability, and proceed to checkout. The agent then opens an online store, interacts with its interface, and tries to complete those steps.

If the agent cannot select a product variation, complete a form, or move through checkout, the retailer may lose a purchase. Traditional reporting may not clearly indicate that the visit involved an agent or what task it attempted. Agentic Analytics is intended to make those interactions visible.

Agent Activity Dashboard: Visitors, Actions, and Friction

The Agent Activity dashboard tracks changes in detected agent traffic, identifies supported agents visiting a website, and shows recorded actions and potential friction along the customer journey. It can surface interactions with internal search, forms, login, downloads, appointment booking, and checkout.

• Search: Use of the site's search functionality.
• Submit Form: Submission of a form.
• Login: Authentication activity.
• Download: File downloads.
• Book Appointment: Interactions with appointment booking.
• Checkout: Activity during the checkout process.

This information helps businesses distinguish detected agent sessions from ordinary visits and investigate how supported agents use the site.

Agent Detection Covers Three Operator Ecosystems

At launch, Clarity identified supported agentic browser operators associated with OpenAI, Google, and Anthropic. That does not mean the product can recognize every AI bot or automated browser. Agent Activity should be treated as reporting on detectable agent sessions, not all automated traffic to a website.

Microsoft also makes an important methodological distinction: a session classified as agentic can include a handoff to a human. An agent might select a product and reach checkout, while the customer completes payment. Clarity cannot always separate the agent's actions from the human's actions within the same session.

Consequently, a Checkout or Submit Form event in an agent-classified session does not prove that an AI agent completed the action autonomously.

Simulation Assessments Test Whether Agents Can Complete Tasks

Microsoft also introduced Simulation Assessments, designed to test how successfully AI agents can carry out selected tasks on a website. For a retailer, this could mean checking whether an agent can locate a product and navigate the ordering process before actual users encounter the same obstacle.

The assessments are described in terms of four measures:

• Task Completion: Whether the requested task was completed.
• Time to Complete: How long the attempt took.
• Number of Interactions: The number of steps or interactions required.
• Friction Points: Where the agent encountered difficulty.

For example, an agent may open a product page but fail to select an available size. Another might reach checkout and encounter an interface element it cannot handle. The results help the business identify the affected step and formulate a development or UX task.

Initial support centers on ecommerce and travel scenarios, including product search, availability, checkout, and reservations. Microsoft intends to expand the supported tasks and industries, but it has not published a comprehensive list of scenarios, success criteria, or configuration options. Simulation Assessments should not be treated as a universal test environment for arbitrary agents or business processes.

Microsoft Analyzed 5.23 Million Agent-Classified Sessions

On October 29, 2026, Microsoft Clarity published research covering approximately 5.23 million sessions across 230,511 projects between August 13 and September 9, 2026. The company reported an 88% increase in weekly agent-classified sessions over three weeks.

The study also examined actions recorded during agent-associated visits. Among the events reported were:

The practical finding is that agent-associated visits already involve commercially meaningful website interactions rather than merely reading pages. It remains necessary to verify task completion and business outcomes separately.

Ask Clarity Uses Natural Language to Investigate Visitor Behavior

Ask Clarity is a conversational analysis tool that lets marketers pose questions about user behavior instead of manually searching for patterns across session recordings, heatmaps, and reports.

For example, a team might ask why European visitors purchase less frequently than customers in other regions, or where customers most often abandon checkout. Ask Clarity uses available behavioral data to investigate possible explanations and generate recommendations.

Answers Connect Back to Session Evidence

Microsoft describes a workflow that goes beyond generating a brief AI summary. Ask Clarity can examine behavioral signals, investigate possible reasons for a problem, analyze events, and work with session recordings, heatmaps, funnels, and other on-site interactions.

Suppose an online store sees a lower conversion rate in another country. The initial assumption may be price sensitivity, but behavioral evidence might instead point to untranslated page content or delivery options that do not meet customer expectations.

A distinguishing feature is the ability to inspect recordings associated with an AI-generated finding. If the tool identifies a landing page with frequent abandonment, a marketer can review relevant sessions before deciding which elements require further investigation.

Nevertheless, individual session recordings do not prove that a particular design element caused a lost sale. Controlled experiments or additional analysis may still be needed to establish a causal effect on conversion.

Supported Data and Availability

The first version concentrates on on-site behavioral analytics, including Session Recordings, Heatmaps, Funnels, Events, and related interaction signals. Microsoft plans to extend Ask Clarity to AI visibility and advertising data, but these additional sources were not part of the announced initial feature set.

As of November 4, 2026, Ask Clarity was in closed beta for retail businesses, with a waitlist for participation. Microsoft reported that 14 of 16 early participants said the tool revealed previously unknown information about their site or business (87.5%, rounded to 88%). That is a small vendor-reported sample, not an independent benchmark for all Clarity users.

Microsoft had not announced a general availability date or a timeline for expanding the beta.

Brand Agents Expands Product Discovery and Local Service Assistance

The third component of the November announcement concerns Brand Agents. These are Microsoft AI assistants designed to help customers find products, obtain information, and move toward a purchase or service booking.

Brand Agents is a separate customer-facing product, not an Agentic Analytics report or an Ask Clarity feature. The expansion covers two areas: product discovery across Microsoft AI and search experiences, and assistance for local service businesses.

Catalog Discovery Through Copilot, Bing, and MSN

Brand Agents originally operated as AI advisers on the retailer's own website, using product catalog information, shipping and return details, and brand communication settings. The expanded approach allows eligible Shopify and WooCommerce merchants to make catalog data available for discovery through Microsoft Copilot, Bing, MSN, and other supported Microsoft experiences.

When a shopper asks Copilot to find a product with specific characteristics, information from an eligible retailer may contribute to the recommendation. The customer can then proceed to the merchant's site to complete the purchase.

According to Microsoft documentation, the integration involves publishing eligible product catalog data to Microsoft Merchant Center. By accepting the Brand Agents terms, the merchant consents to this use of catalog data. Microsoft says existing Brand Agents customers do not need to upload the catalog again for the new discovery scenarios.

Merchants can choose whether to provide a site-based AI adviser, use Brand Agents primarily for discovery through Microsoft interfaces, or use the supported combination. Participation does not guarantee that a particular product will be displayed in Copilot or Bing for every relevant request. Discovery depends on catalog data, relevance, product availability, and Microsoft platform rules.

Brand Agents for Local Service Businesses

Microsoft also extended Brand Agents toward local services. A visitor might explain a plumbing problem in natural language and ask whether a business can help. The assistant can recognize the type of service, respond with relevant information, and offer an appointment when a supported scheduling integration is available.

Microsoft named integrations that include Square, Jobber, HubSpot, Calendly, Housecall Pro, and Salesforce. These connections can support lead collection and appointment booking, including inquiries outside normal business hours.

Automatic scheduling still depends on the selected integration, available appointments, and the connected service's booking rules. It is not a universal capability for every local business.

Setup and Platform Restrictions

Eligible Shopify and WooCommerce merchants use Microsoft Clarity and Brand Agents integrations. Depending on the setup, businesses can configure the assistant's name, appearance, greeting, brand description, and communication tone.

For supported WordPress service businesses, Microsoft describes a sequence of installing Clarity, choosing the Clarity with Brand Agents configuration, preparing and publishing the assistant, connecting an eligible CRM or booking service, and testing the inquiry or appointment workflow.

Brand Agents remained subject to beta eligibility and compatibility restrictions. Using Shopify, WooCommerce, or WordPress does not mean every capability is automatically available to every merchant or service provider.

How the Updates Affect Ecommerce Teams

For online stores, Agentic Analytics offers a way to investigate how identified AI agents interact with product pages, search, product variations, and checkout. It can reveal problems that may not appear in manual human usability testing, such as an agent locating a product but failing to select a valid SKU.

Simulation Assessments can help evaluate selected tasks before customers encounter the same obstacles. Ask Clarity addresses a different need: reducing the manual effort of investigating human behavior, abandonment, and friction with a path back to session recordings.

Brand Agents adds a commercial channel for consultations on the retailer's site and product discovery in Microsoft's AI interfaces. Together, the changes cover three distinct functions: measuring external agent behavior, investigating human visitor behavior, and providing Microsoft's own customer-facing AI assistance.

How the Updates Affect Service Businesses

For local service providers, Brand Agents can help visitors describe a problem, learn about available services, and, when connected to supported software, request an appointment.

Agentic Analytics can also surface external AI-agent interactions with forms and booking elements. For instance, if an agent cannot submit an inquiry because of an unusual form field, the business may be able to identify that friction.

However, Simulation Assessments initially focused on commerce and travel. Companies should verify support for their particular service booking processes rather than assuming that every workflow can be simulated.

Availability and Limits Differ Across the Three Products

• Agent Activity Dashboard: Available in Clarity for projects with recognized, supported agentic traffic; initial operator support spans OpenAI, Google, and Anthropic.
• Simulation Assessments: Initially centered on ecommerce and travel tasks, with additional industries and tasks planned.
• Ask Clarity: Closed retail beta as of November 4, 2026; waitlist required.
• Brand Agents: Available to eligible businesses on supported platforms, subject to product, integration, and beta restrictions.

Microsoft Clarity remains a free behavioral analytics platform. That does not establish unlimited free availability or future commercial terms for every separate AI-related product.

Companies using Brand Agents should also account for product catalog sharing with Microsoft Merchant Center, treatment of conversational data, and applicable privacy disclosures.

Microsoft Clarity Connects Human and Agent Behavior Analysis

Microsoft Clarity is a behavioral analytics platform for websites and mobile applications. Its existing tools include session recordings, click and scroll heatmaps, behavioral insights, funnels, event tracking, Copilot-assisted analysis, and integrations with other analytics and ecommerce systems.

The November developments extend that foundation: Agentic Analytics introduces visibility into detected agent visits and selected task simulations; Ask Clarity offers conversational analysis of human visitor data with supporting session evidence; and Brand Agents helps businesses engage prospective customers and distribute eligible product information into Microsoft AI discovery experiences.

For ecommerce and service businesses, the significance is the ability to investigate increasingly different paths to conversion. The three products have different functions, eligibility rules, and stages of availability; they should not be treated as one unified set of capabilities available automatically to all Clarity users.