Microsoft on November 4, 2026 extended Clarity, its free website analytics service, in three directions: a dashboard and simulation tool for AI agents that visit websites, an AI analyst called Ask Clarity that answers questions about site behaviour, and a change to Brand Agents under which products from eligible Shopify and WooCommerce merchants can appear in Microsoft Copilot, Bing and MSN when shoppers ask AI for recommendations.

In Short

Microsoft makes a free tool called Clarity that shows website owners what visitors do on their sites, and on November 4 it added ways to see what AI shopping assistants do there, to ask the tool questions in plain language, and to get a shop's products shown inside Microsoft's own AI assistant and search engine. This matters to online shops and local service businesses, because a growing share of visits now comes from AI tools acting for people rather than from people clicking around themselves. The catch is that several pieces are limited for now: the question tool is open only to some retailers, the product listings work only for certain Shopify and WooCommerce stores, and the agent tracking recognises agents from just three companies.

Two posts, three products, several names

The changes were set out in two posts published on November 4, 2026, both written by Nabil Naghdy, whom Microsoft lists as director of product management at Microsoft AI. The shorter one, on the Microsoft Advertising blog, opens with a claim about the state of the web: "Non-human traffic has now overtaken human traffic on the web and AI agents are a fast-growing part of it." Its footnote points to an NBC News report. PPC Land reported in June that Cloudflare Radar data put bots at 57.4% of traffic to HTML pages, against 42.6% for humans, over a seven-day window.

"These agents visit websites for customers to research products, fill out forms, and complete purchases," according to the Microsoft Advertising post. "For businesses, being able to see more of that journey and act on those insights is essential to staying visible and reaching customers in the AI web era."

The longer post, on the Clarity blog, carries the detail. Its title, "Agents act, LLMs recommend, and people browse. Microsoft Clarity connects all three journeys," borrows a framing Microsoft Advertising introduced in April: that businesses now serve three groups at once, people browsing websites, people asking AI for recommendations, and people sending agents to "book or buy for them." Clarity maps one product to each. The agentic web gets analytics; the LLM web gets Brand Agents; the human web gets Ask Clarity.

The two posts do not use the same names. The Microsoft Advertising post lists Agent Activity, Conversational Analytics and Brand Agents. The Clarity post lists Agentic Analytics, Brand Agents and Ask Clarity, describes an "Agent Activity dashboard" in its body, and closes with a link inviting readers to try "Agent Analytics in Clarity." Conversational Analytics and Ask Clarity describe the same feature.

According to the Clarity post, the new capabilities are "available globally to all our users." The detail further down qualifies that in several places, as the sections below show.

Agent Activity: what supported agents do on a site

The Clarity post frames the problem in commercial terms. "An agent might find the right product but miss a promotion, or reach checkout and get stuck," it says. "When that happens, you may lose a customer without ever knowing why."

The response is the Agent Activity dashboard. According to Microsoft, "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." The Microsoft Advertising post adds a third element: it says the feature shows "where they encounter friction."

The dashboard itself is not new. Microsoft declared it generally available on October 29, alongside a study that found checkout recorded in 25% of AI agent sessions against 15% for human sessions. At the time Microsoft described it as available for projects that receive agentic traffic. The November 4 post places it under the Agentic Analytics name and fills in a part of the product the October study left unexplained.

Which agents count

Coverage is narrower than the "available globally to all our users" line suggests. "Supported agents at this time for Agentic Analytics include Google, OpenAI, and Anthropic agent operators," according to the post's second footnote. Agents of this kind are typically computer-use agents, which operate a browser on a person's behalf, so their sessions can look much like human ones unless the analytics vendor identifies them.

No other operator is named. Microsoft's own Copilot does not appear in the list. Nor do Meta, Perplexity or any of the smaller agent providers.

That gap sits awkwardly with the post's opening paragraph, which names two agents: "These agents, like Muse or Dots, were shopping, booking, and filling out forms." The post does not say who makes either. The best-known agent called Muse in PPC Land's coverage is Meta's, which HUMAN Security found accounted for 72% of AI agent requests in its early observations and which DataDome measured at 33% of agentic browser traffic within nine days. Amazon said in September that it had blocked Meta's Muse from shopping on Amazon.com. Meta is not among the three operators listed in either footnote, and the footnote behind the opening figure says the analysis "detected agents from OpenAI, Google, and Anthropic."

The 2 million figure

The headline number is a restatement of October data. "In a recent Microsoft Clarity analysis, weekly sessions from AI agents nearly doubled in three weeks to almost 2 million," according to the post. The footnote identifies the source as an analysis of 5.23 million agentic sessions across 230,511 projects between August 13 and September 9, 2026. The October 29 version of the same study put the rise at 88%.

Those numbers allow a rough check. The window runs for exactly four weeks. If the final week held close to 2 million sessions after an 88% rise, the first week held about 1.06 million. That leaves roughly 2.2 million sessions for the two middle weeks together, or about 1.1 million each. By PPC Land's calculation, then, most of the near-doubling came in the last of the four weeks rather than as a steady climb. Microsoft has not published the weekly series, so the calculation cannot be confirmed, and it assumes "almost 2 million" means close to 2 million.

PPC Land's analysis of the October study also found that its published percentages implied a base of about 1.2 million sessions, not the 5.2 million in its headline. The November 4 post does not address that.

For scale, the post elsewhere refers to "the millions of sites and apps" that use Clarity, against the 230,511 projects in the analysis.

Simulations

The new element is testing. According to Microsoft, "simulation assessments" let a business check how well agents complete important tasks on its 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," the post says. "We're starting with commerce and travel scenarios, and plan to expand simulations to more types of customer journeys over time."

The October study mentioned simulations for ecommerce and travel and hospitality businesses without explaining them. The new post supplies the four outputs but still leaves basic questions open. It does not say which agent runs the simulation, whether it is one of the three supported operators or a Microsoft system, whether simulated sessions are kept out of a site's regular analytics, how many runs a project receives, or whether simulations carry a charge.

Brand Agents move off the merchant's website

Product discovery in Copilot, Bing and MSN

Brand Agents first appeared on January 8, 2026, when Microsoft launched checkout inside Copilot. At that point the product was an on-site shopping assistant aimed at Shopify merchants, who had to install Clarity and then join a waitlist.

"Brand Agents started as a personal shopping assistant on your website," according to the Clarity post. "It's grounded in your live product catalog, shipping and return policies, and brand voice."

The change concerns where the catalog goes next. "For eligible WooCommerce and Shopify merchants, their products can appear across Microsoft Copilot, Bing, MSN, and more when shoppers ask AI for recommendations," according to Microsoft. "Shoppers can discover a product and then complete the purchase on the merchant's website."

That last sentence separates the feature from Copilot Checkout, which processes purchases inside Copilot through PayPal, Shopify and Stripe. Under the Brand Agents route, the shopper is sent to the merchant's own site to pay.

Merchants already using Brand Agents need to do nothing further. "If you already have Brand Agents installed, no additional catalog upload or configuration is required," according to the post. New merchants can choose, during setup, whether to run the on-site assistant or use Brand Agents only to get products shown across Microsoft's AI surfaces.

Microsoft's documentation explains the mechanism. According to the Brand Agents pages on Microsoft Learn, last updated on July 17, 2026, accepting the Brand Agents terms publishes a copy of the merchant's catalog to Microsoft Merchant Center, which makes the products discoverable across Bing, Copilot and other AI assistants grounded in Bing. Catalog updates are reflected in real time, according to the same pages. The documentation already described discovery through Bing and Copilot in July; MSN, named in the November 4 post, does not appear there.

The documentation also qualifies the availability claim. It describes Brand Agents as a beta, says merchants join once they are approved, and limits the service to Shopify and WooCommerce websites, not mobile apps. The Clarity post does not define "eligible." It does not say how products are ranked when they appear in Copilot or Bing, whether appearing carries a fee, or how these listings relate to the paid shopping formats Microsoft Advertising sells on the same surfaces. Microsoft has offered retailers a route into Copilot before, through a Copilot Merchant Program announced in April 2025; the November 4 post does not mention it.

On data, the Learn pages say information shoppers give the agent, including conversation content and interaction events, is shared with Microsoft and used to operate, secure and improve the service. No retention period for that data is stated.

Local services and booking

The second Brand Agents change takes the assistant beyond retail. According to the post, Brand Agents can now help visitors to a local business's website understand its services, find the right one and book it. Microsoft's example is a homeowner asking, "Can you help me fix a leaking pipe under my kitchen sink?"

"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," according to Microsoft. The list mixes payments, field-service software, CRM platforms and a calendar tool. The promised benefit, in the post's words, is "fewer missed opportunities after hours and less time your team spends calling customers back."

"Eligible WordPress businesses can get started today," according to the post. The steps it lists are to install Clarity, choose an option labelled "Clarity with Brand Agents," publish the agent and connect a supported CRM. The post does not say which countries the booking feature covers or what makes a WordPress business eligible. The Brand Agents documentation on Microsoft Learn does not yet mention local businesses or any of the six named integrations.

Ask Clarity, also known as Conversational Analytics

The third feature is aimed at the marketer reading the data rather than at the visitor. The Microsoft Advertising post describes it in one line: "Ask questions about your website in plain language and get recommendations backed by real session recordings."

The Clarity post makes a larger claim about method. According to Microsoft, the tool analyses a site's data "much like an analyst would: exploring possible explanations, testing them against the evidence, and identifying what is really happening." It then recommends next steps and links its findings to the relevant session recordings.

The post's illustration is hypothetical. A retailer suspects price explains weaker conversion among European shoppers; Clarity, Microsoft says, can test that assumption and turn up "something you weren't looking for, like untranslated pages or a delivery option that only works in one market." No real result is attached to that example.

"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," according to the post. Microsoft says it plans to add more use cases and data sources, naming AI visibility and advertising data. Both would extend the tool into areas Clarity has built out over the past year, from Citations reaching general availability in May to the query topics beta in July.

Sixteen testers and one customer

The evidence Microsoft offers for Ask Clarity rests on a small sample. "Among surveyed early-access users of this new feature, 88% reported discovering something new about their business or website," according to Microsoft. The footnote gives the base: a Microsoft Clarity Early Access Feedback Survey from July and August 2026 with 16 participants, of whom 14 answered yes.

One customer is named. "I use this feature to dive deeper into user behavior, especially around new launches," said Kelly Wellman, eCommerce Manager at Pela Case. "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."

Access is limited. "This capability is currently in closed beta for retailers," according to the post, which directs others to a waitlist. That is the clearest exception to the opening statement that the new capabilities are available globally to all users. The Microsoft Advertising post does not mention the beta at all.

Plain-language questions are also not new to Clarity. Microsoft unveiled a Copilot suite in Clarity in May 2024, summarising single and grouped session recordings, and in April 2025 added a Copilot chat that answered natural-language questions about a site's analytics. Copilot still appears in the Clarity blog's product navigation. The November 4 post does not explain how Ask Clarity differs from that chat, beyond the hypothesis testing and the links to recordings, or whether one will replace the other.

What the announcements leave out

Price is the most obvious gap. "Clarity is free," the post says near its end, and the footer repeats the service's long-standing pitch of "Free forever" with "No limits on traffic." Neither post gives a price, or confirms the absence of one, for simulations, Ask Clarity or Brand Agents, and the Brand Agents documentation does not set out commercial terms. Microsoft's FAQ statement that Clarity is free applies to the analytics service; it does not mention Brand Agents.

Eligibility is the second. "Eligible" appears three times in the Clarity post, attached to Shopify and WooCommerce merchants and to WordPress businesses, and is defined nowhere. No country list accompanies any of the three products.

The third is identification. Every finding Agentic Analytics produces depends on recognising an agent in the first place. The supported list covers three operators. The post does not say how Clarity treats agents outside it, including Microsoft's own: whether they are counted as ordinary visitors, labelled as unidentified bots or left out.

Why this matters for marketers

Clarity began as a heatmap and session recording tool. Over the past year it has turned into Microsoft's main instrument for measuring AI traffic. In November 2025 it reported that AI referrals converted to sign-ups at 1.66% against 0.15% for search. In January it added Bot Activity tracking based on server-side logs; in June it began flagging robots.txt violations; in August it added a card ranking AI operators by scraping against referrals; in September it let brands edit what counts as a branded AI query.

The November 4 announcements go a step further. Agentic Analytics and Ask Clarity still measure. Brand Agents does something different: it moves a merchant's catalog into Microsoft Merchant Center and onto Copilot, Bing and MSN. A free analytics tag has become a distribution channel into Microsoft's own surfaces.

That gives Microsoft two roles at once. It supplies the measurement, and it owns the places where the measured products now appear, places where Microsoft Advertising sells ads. Microsoft's search and advertising revenue, now reported together with LinkedIn Marketing Solutions, rose 10% to $6.6bn in the quarter to September. The link between Clarity and the ad business is not new either: since November 11, 2025, Microsoft Advertising has required Clarity on third-party publisher sites for clicks from those pages to be billable.

Microsoft's own explanation of AI recommendations points the same way. A Microsoft Advertising guide in February described how AI search picks brands to recommend through trained knowledge, retrieved web content and structured first-party data. A live catalog fed through Brand Agents is structured first-party data delivered straight to Microsoft. What does a merchant give in return? The trade is visibility in Copilot and Bing in exchange for handing over that catalog and the shopper conversations around it, on terms that the November 4 posts do not spell out.

For anyone measuring agent traffic, the dashboard's three-operator limit matters more than the headline growth. Agent traffic is fragmenting across operators, and retailers are making different choices about it, as Amazon's decision on Muse showed. A tool that sees Google, OpenAI and Anthropic agents gives a partial count, and Microsoft's own post opens by naming an agent its footnotes do not list.

Timeline

Summary

Who: Microsoft, through its free Clarity analytics service and the Microsoft Advertising blog, in posts by Nabil Naghdy, director of product management at Microsoft AI. The changes affect Shopify and WooCommerce merchants, WordPress-based local businesses, retailers using Clarity, and any site receiving traffic from AI agents operated by Google, OpenAI or Anthropic.

What: Three sets of changes. Agentic Analytics, built around the Agent Activity dashboard made generally available on October 29, adds simulations that report whether an agent completed a task, how long it took, how many interactions it needed and where it struggled, starting with commerce and travel. Brand Agents now lets eligible Shopify and WooCommerce merchants have products appear in Copilot, Bing, MSN and other surfaces, with purchases completed on the merchant's site, and extends to local-service booking through Square, Jobber, HubSpot, Calendly, Housecall Pro and Salesforce. Ask Clarity, also called Conversational Analytics, answers plain-language questions with recommendations linked to session recordings and is in closed beta for retailers.

When: November 4, 2026. The agent traffic figure in the announcement comes from August 13 to September 9, 2026, and the Ask Clarity survey from July and August 2026.

Where: Microsoft says the capabilities are available globally, but Ask Clarity is limited to a closed retail beta, Brand Agents is limited to eligible Shopify, WooCommerce and WordPress sites, and agent tracking covers only three operators. Products surface on Microsoft Copilot, Bing and MSN.

Why: Microsoft argues that non-human traffic now exceeds human traffic and that businesses need to see and serve AI agents and AI recommendations alongside human visitors. The announcement also extends Clarity from measurement into distribution, feeding merchant catalogs into Microsoft surfaces where Microsoft Advertising sells ads, while pricing, eligibility rules and data retention for those features remain unstated.