WHERE A CITATION HAPPENS, AND WHERE CLARITY RECORDS IT (ILLUSTRATIVE)
1 · THE PROMPT
“Which analytics tools show me how visitors use my site?”
What the person typed. Clarity never sees this.

2 · GROUNDING QUERIES
website behavior analytics tools
session recording software compare
heatmap tool pricing

The searches the assistant runs on its own. This is what Clarity shows you.

3 · SOURCES CITED
yoursite.com/compare✓
reviewsite.com
competitor.com/blog

Your page is one of three. Share of authority for this query: one in three.

4 · THE ANSWER
yoursite.com
cited

The reader may never click. Clarity counts the citation anyway.

Microsoft Clarity AI Visibility is a free report inside Microsoft’s analytics tool that shows which of your pages get cited in AI-generated answers, how often, what the AI searched for before it picked them, and what share of those citations you hold against every other site cited alongside you. It reached general availability on May 13, 2026, and it costs nothing.

That last part is the reason to read on. Almost every conversation about AI visibility stalls at the same point: the client agrees the problem is real, asks what measuring it costs, hears a per-seat number, and defers it to next quarter. Microsoft took that excuse away. Most marketing teams already have Clarity installed for heatmaps and session recordings, and the citation report sits under a menu they have never opened.

What follows is what the report contains, what it leaves out, how to set it up, how it compares with the free reports from Google and Bing, and how to read a zero without drawing the wrong conclusion. It is a good tool. It is also easy to over-read.

$0
Price of Microsoft Clarity, including the AI Visibility citation report. Microsoft’s own wording: “Free forever. No limits on traffic.”
Microsoft Clarity, 2026
~8,000%
Year-over-year growth in agentic browser traffic, the number Microsoft used to justify building the report
HUMAN Security 2026 report, cited by Microsoft Advertising, Apr 2026
0
Clicks, click-through rate or query fields in Google’s competing Search Console generative-AI report when it launched
Google Search Central, Jun 3, 2026

What is Microsoft Clarity AI Visibility?

It is a set of dashboards inside Microsoft Clarity that report how AI systems interact with your site, and the one that matters for marketing is Citations: which of your URLs were used as sources in AI-generated answers, how many times, and for which underlying searches. Microsoft launched it to select customers on February 17, 2026, and made it generally available on May 13, 2026.

Clarity itself is Microsoft’s free behavioural analytics product, the one people install for heatmaps and session replays. AI Visibility is a newer branch of it. Microsoft’s Ihab Rizk described the February release as unifying “signals across Bing Webmaster Tools and Clarity” so a site owner can follow the chain “from bot crawling and indexing to how your content is cited in AI-generated answers and drives AI-referred traffic to your site.” Microsoft calls it an early step toward Generative Engine Optimization tooling, which is fair: a first-party window, not a finished product.

The commercial framing came two months later. Tim Frank, Microsoft’s corporate vice president for AI monetization, wrote on April 21, 2026 that the report exists because “traditional web metrics like rankings and clicks no longer tell the full story,” citing HUMAN Security’s 2026 State of AI Traffic report: automated traffic growing 8 times faster than human traffic, AI-driven sessions nearly tripling in 2025, agentic browser traffic up roughly 8,000% year over year. Those are HUMAN Security’s figures quoted by Microsoft, a vendor’s reading of the market. They are also why a free analytics tool now has a citation report in it.

What does the Clarity Citations dashboard actually measure?

Six things, per Microsoft’s May 2026 release notes: page citations, share of authority, AI referral traffic, the grounding queries behind each citation, a page-level list of which URLs were cited, and trendlines for all of it over time. It does not measure rankings, impressions or click-through rate. Microsoft says so directly.

The definitions matter, because two of them are easy to misread.

Page citations is the total number of times pages from your domain were referenced in AI-generated answers in the period, “including multiple citations within the same answer.” One answer that quotes you three times counts as three. And, in Microsoft’s words as reported by Search Engine Roundtable in May 2026, “Citation counts reflect how often a page was referenced, not its ranking or prominence within an AI-generated answer.” A citation buried eighth in a source list counts the same as the one the answer leads with.

Share of authority is the competitive number and the one most likely to end up on a slide. Microsoft defines it as the percentage of total citations attributed to your domain compared with other cited domains “within the same set of queries where your domain appeared.” Read that clause twice. It is not your share of AI answers in your category. It is your share of citations inside the queries where you were already cited at least once. Search Engine Journal’s Slobodan Manic, reading Microsoft’s documentation in August 2026, put it plainly: the metric “does not represent your share of the entire AI search market.” A site cited in two queries a month can post a strong share of authority and still be invisible for everything that matters.

Grounding queries are the most useful thing in the report and the least understood. They are not what the user typed. They are the searches the AI system ran on its own before it wrote the answer. Ask an assistant which tools show how visitors use a website and it may search several product names; Clarity records those as the queries behind your citation. It is the closest free view anyone has of how retrieval systems phrase your topic, which makes it keyword research in its own right.

AI referral traffic is separate on purpose: AI-referred sessions divided by total sessions. Citations happen before the click; referral traffic is the click. A page can be cited constantly and visited rarely, and Clarity shows both so you can see the gap.

Two additions arrived over the summer. On July 22, 2026, Microsoft added Query Topics, which groups grounding queries into automatically generated themes with citation count and share of authority per theme, exportable. On August 3, 2026, it split the dashboard into branded and non-branded queries, because, in Microsoft’s framing, “some citations are driven by queries that reference your brand directly, while others come from broader, generic queries.” The non-branded view is the honest one. It tells you whether AI finds your content when nobody asked for you by name.

How the free citation report grew, February to August 2026
Feb 12Bing publishes its grounding post and adds citation and grounding signals to Bing Webmaster Tools.
Feb 17Citations in Microsoft Clarity opens in early access: queries cited, citation rate, page citations, share of authority, grounding queries, pages.
Apr 21Microsoft Advertising announces expanded access and previews competitor-gap insights.
May 13General availability. AI referral traffic and trendlines added; reporting model, filters and pagination reworked.
Jul 22Query Topics (beta): grounding queries grouped into auto-generated themes, with export.
Aug 3Branded vs. non-branded split: labels, filters and share of authority for each group.

Sources: Bing Search Blog, February 12, 2026; Microsoft Clarity Blog, February 17, May 13 and July 22, 2026; Microsoft Advertising, April 21, 2026; Search Engine Journal on the August 3, 2026 update. Dates are publication dates of the announcements.

Where does the data come from, and which AI assistants does it cover?

The data comes from Microsoft’s grounding layer, the retrieval system Bing operates for AI assistants, and it covers Microsoft’s own AI experiences plus partner platforms that use Bing to retrieve and ground answers. Microsoft does not publish a list of which partners those are. So the coverage is broad, and the boundary is not visible from the outside.

Grounding is the mechanism that connects a language model to live web content so its answer reflects the world rather than its training data. Jordi Ribas, Microsoft’s corporate vice president for search and AI, wrote on February 12, 2026 that “Microsoft grounding powers nearly every major AI assistant in the market.” Microsoft Advertising used a softer version in April: “most of the leading AI assistants.” Either way, this is why Clarity’s citation data is bigger than Bing. When an assistant’s retrieval runs through Microsoft, the citation lands in your report.

When it does not, it does not. Microsoft’s February 2026 methodology note calls the dashboard “a representative view of grounding and citation activity rather than a complete log of every reference.” Very low volumes may be excluded, totals can differ between the pages view and the queries view, and the stated design goal is “trend analysis and comparative insights over time, not precise accounting of individual AI answers or prompts.”

That is an unusually honest paragraph for a vendor to publish, and you should hold Microsoft to it. An assistant running its own retrieval stack for a query will not register. A number in Clarity is a real citation. The absence of one is a weaker signal than it looks.

How do you set it up and get to the first useful number?

Create a Clarity project, verify you own the domain by one of three routes, then open Dashboards, AI Visibility, Citations and filter to non-branded queries. Verification is by installing the Clarity tracking code, connecting Google Search Console, or connecting Bing Webmaster Tools, and it has to be done by a project administrator. Budget an afternoon, most of it waiting.

Three practical details from Microsoft’s own documentation will save you a support ticket.

  1. Pick the right domain the first time. Microsoft’s May 2026 notes are explicit: for projects associated with more than one domain, “a single domain must be selected during setup for Citations reporting,” and “support for changing the selected domain after setup is not yet available.” If your marketing site and your app share a project, decide now which one you want measured.
  2. You do not need the CDN connection. Clarity’s separate Bot Activity report wants an edge-provider integration. Citations does not. Domain verification is the only prerequisite, so a Search Console connection is enough to get citation data without touching the site.
  3. Expect a lag. Data is refreshed daily “with a short processing delay,” and history is limited to the ranges shown in the dashboard. Do not judge the report on its first morning.

Once it is populated, the first number worth writing down is non-branded share of authority, and the second is the list of non-branded grounding queries behind it. Together they answer the only question that matters at this stage: when nobody typed your name, did the retrieval layer find you, and for what. Microsoft’s own customer example is instructive. A Digitas analyst on a health-sector client reported that “the biggest source of demand wasn’t from branded queries” but from exploratory searches around conditions and wellness, which sent the content team toward educational pages rather than brand pages. That is the report doing its job: moving effort, rather than counting.

Then set a monthly rhythm: compare branded and non-branded trends, find the pages and topics behind the biggest movement, review share of authority for each group, and choose one content or distribution action. If you have already built a prompt set the way we describe in our guide to AI prompt tracking, the grounding-query list is the first real-world check on whether that set matches how retrieval systems phrase your category.

How does Clarity compare with Search Console’s AI report and Bing Webmaster Tools?

They measure three different things and none replaces the others. Search Console reports impressions inside Google’s own AI features and nothing about queries or clicks. Bing Webmaster Tools reports citations and citation share in Copilot and Bing’s AI answers. Clarity reports citations across the wider set of assistants that ground through Microsoft, plus AI referral traffic on your site. Run all three.

Three free AI-visibility reports, side by side
  Microsoft Clarity AI Visibility Google Search Console generative-AI report Bing Webmaster Tools AI Performance
What it counts Citations of your pages in AI answers; share of authority; AI referral traffic Impressions of your URLs in AI Overviews, AI Mode and Discover AI features Citations and citation share in Copilot and Bing AI answers
Surfaces covered Microsoft AI experiences plus partner assistants grounding through Bing; partner list not published Google Search and Discover only Microsoft surfaces
Query visibility Grounding queries, grouped by topic, split branded / non-branded None at launch Grounding queries with Intents and Topics classification
Competitive view Share of authority within queries where you were cited None Citation share per grounding query; does not expose competitor domains
Clicks AI referral traffic as a share of sessions No clicks or CTR at launch Citation data only
Status Generally available May 13, 2026; topics and branded split in beta Launched June 3, 2026; all sites worldwide as of August 31, 2026 Public preview since February 2026; share, intents, topics, compare rolling out from June 16, 2026
Sources: Microsoft Clarity Blog, February 17 and May 13, 2026; Google Search Central Blog, June 3, 2026 (with the August 31 worldwide note); Search Engine Journal on Bing Webmaster Tools, June 16, 2026. Feature descriptions are as published on those dates.

The Google column is the one people expect to be strongest and is currently the thinnest. Google’s June 3, 2026 announcement lists impressions, pages, countries, devices and dates. It does not list queries, clicks or click-through rate, and Google said only that it is “adding additional metrics over time.” Search Console can tell you a URL appeared inside an AI Overview and how often; it cannot tell you for what, or whether anyone acted on it. Clarity cannot see Google’s AI surfaces at all, but for the assistants it does see it gives you the query. The two blind spots are mirror images, which is the argument for running both.

Bing Webmaster Tools and Clarity overlap, since both draw on Microsoft’s grounding data; Clarity is the wider footprint plus on-site referral data plus the branded split. If you only have time for one Microsoft report, it is Clarity.

Where none of the three go is the paid tier: prompt-level tracking, answer sentiment, whether the assistant described your product correctly, and how you fare against a named competitor on a defined prompt set across engines that do not ground through Microsoft. The free stack tells you that you were cited. It does not tell you what was said.

What does a zero in Clarity mean, and what does it not mean?

An empty “My cited pages” list means no page on your verified domain was recorded as a source in AI answers grounded through Microsoft during the selected period. It does not mean AI never cites you. It means the assistants Clarity can see did not, at a volume high enough to register, in that window. Treat it as a signal to investigate, not a verdict.

Work through the causes in order. First, verification: if the Citations dashboard itself is missing, the domain has not been verified by an administrator and nothing has been measured. Second, domain choice: if the project spans several domains and the wrong one was selected at setup, the report is faithfully measuring a site you did not mean to measure, and Microsoft does not yet let you change it. Third, date range: widen it, because low-volume activity can be excluded and the data lags. Fourth, the neighbouring metrics: if page citations, share of authority and grounding queries are all blank together, the simplest explanation is the real one.

Then ask what the zero is worth. A lot, if your category questions are ones people ask assistants, because the retrieval layer serving most of them is not finding you. Almost nothing on its own for a low-traffic niche site, where the “very low volumes may be excluded” clause can swallow the handful of real citations you did earn.

The edge case that catches people is the one-domain rule inside a multi-brand company. A group with four product sites in one Clarity project gets citation reporting for one of them. The other three read as zero forever, and someone eventually puts that zero in a board deck. If that is your structure, set up one project per domain before you look at a single number.

Label the number before it leaves the building. Share of authority is calculated only within the queries where your domain was already cited. It will read higher than your real presence in the category, and a competitor who reads Microsoft’s definition will know that. When it goes on a slide, write “Microsoft Clarity AI citation data, share within cited queries” under it, and put the non-branded figure next to the total. Reported that way it is a credible number. Reported bare it is an invitation to be corrected in the meeting.

Is the free tool enough, or do you still need an audit?

The free tool is enough to establish whether AI retrieval finds you and for what. It is not enough to tell you what the answers say about you, how you compare on a defined set of buyer prompts, or what happens on the assistants that do not ground through Microsoft. Run Clarity first. Decide about an audit after you have read it for a month.

The sequence matters because the free report changes what a paid engagement should look at. A team that already knows its non-branded share of authority, its top grounding topics and its AI referral rate walks into an audit with the easy questions answered and the hard ones sharpened: why the category page is cited but the pricing page is not, whether the answer describes you accurately, and why a competitor holds the citation on the three prompts that drive pipeline. That is a cheaper audit and a more useful one.

Two things the report will not do, whatever Microsoft ships next. It will not tell you whether a citation is favourable; a page cited as an example of what not to buy counts the same as a recommendation. And it will not give you a stable single score, because citations vary answer to answer and day to day. We wrote about why a single AI visibility reading tells you nothing without its distribution, and the same applies to Clarity’s daily counts. Watch the trendline. Ignore the Tuesday.

Microsoft has said it will add competitor-gap views: where peers are cited instead of you, which topics they lead in, and recommendations to fill the gaps. When those arrive the free floor rises again. The gap between what a free tool reports and what an AI visibility audit concludes will not close, because the audit’s job is judgment: which citations matter to revenue, which answers are wrong, and what to change first. Clarity gives you the evidence. It still leaves you the decision.

Key takeaway

Set up Microsoft Clarity AI Visibility this week, verify the one domain you care about, and read the non-branded share of authority and grounding queries before anything else. Report share of authority with Microsoft’s definition attached: it is a share within cited queries, not a share of your category. Treat a zero as a prompt to check verification, domain selection and date range, then as a real signal about the assistants that ground through Microsoft, never as a statement about the ones that do not. Run Search Console’s generative-AI report alongside it for Google. Then, with a month of free data in hand, decide whether the questions it cannot answer are worth paying to answer.

Clarity tells you that you were cited. Want to know what the answer said?

We audit how your brand shows up across the assistants your buyers actually use, prompt by prompt: where you are cited, where a competitor is, what the answer gets wrong, and the short list of fixes that change it.

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Sources

Microsoft Clarity Blog, Ihab Rizk, “Understand Your Influence in AI Answers: Citations Now Generally Available,” May 13, 2026: general availability; the six reported measures (page citations “including multiple citations within the same answer,” share of authority “within the same set of queries where your domain appeared,” AI referral traffic “calculated as AI-referred sessions divided by total sessions,” queries, my cited pages, trendlines); setup via tracking code, Google Search Console or Bing Webmaster Tools; the single-domain rule and the note that “support for changing the selected domain after setup is not yet available”; and the planned topic insights and competitive analysis.
Microsoft Clarity Blog, Ihab Rizk, “Understanding Your Influence in AI Answers with Microsoft Clarity (Early Access),” February 17, 2026: the early-access launch; grounding as the technology that “powers both Microsoft AI experiences and partner AI platforms that rely on Bing to retrieve and ground information”; and the methodology statement that the data is “a representative view of grounding and citation activity rather than a complete log of every reference,” that “very low volumes may be excluded,” that totals may vary across views, and that the dashboard is for “trend analysis and comparative insights over time, not precise accounting of individual AI answers or prompts.”
Microsoft Advertising, Tim Frank, “Win across all three eras of the web,” April 21, 2026: the February launch “to select customers” and the expansion of access; the statement that Microsoft grounding “powers most of the leading AI assistants in the market”; the planned insights on competitor citations, topic leadership and content gaps; the Digitas quotation on non-branded demand; “Clarity is a free tool”; and, citing HUMAN Security’s 2026 State of AI Traffic & Cyberthreat Benchmark Report, that automated traffic is growing 8 times faster than human traffic, AI-driven sessions nearly tripled in 2025, and agentic browser traffic is up roughly 8,000% year over year.
Bing Search Blog, Jordi Ribas, “Elevating the Role of Grounding on the AI Web,” February 12, 2026: the definition of grounding and the statement that “Microsoft grounding powers nearly every major AI assistant in the market,” plus the introduction of citation and grounding signals in Bing Webmaster Tools.
Search Engine Journal, Slobodan Manic, “Microsoft Clarity Now Separates Branded And Non-Branded AI Citations,” August 10, 2026: the August 3, 2026 branded and non-branded labels, filters and share of authority breakdown; Microsoft’s wording that “some citations are driven by queries that reference your brand directly, while others come from broader, generic queries”; the daily calculation of share of authority within query-days where the domain was cited and the reading that it “does not represent your share of the entire AI search market”; the point that grounding queries can differ from the user’s prompt; and the four-step monthly review.
Microsoft Clarity Blog, Bahga El Sobky and Ihab Rizk, “Analyze AI Citation Queries by Topic,” July 22, 2026: Query Topics in beta, automatic grouping of grounding queries, topic-level citation count and share of authority, and export support.
Search Engine Roundtable, Barry Schwartz, “Microsoft Clarity New AI Citations Report,” May 19, 2026: Microsoft’s statement that “Citation counts reflect how often a page was referenced, not its ranking or prominence within an AI-generated answer,” and that the dashboard “does not measure traditional search rankings, impressions, or click-through rates.”
Google Search Central Blog, Hillel Maoz and Moshe Samet, “Introducing Search Generative AI performance reports in Search Console,” June 3, 2026, with the note “As of August 31, 2026, we’ve rolled out these insights to all websites worldwide”: the reported fields (impressions, pages, countries, devices, dates), the absence of queries, clicks and click-through rate, and the plan for “adding additional metrics over time.”
Search Engine Journal, Matt G. Southern, “Bing Rolls Out AI Citation Share In Webmaster Tools,” June 16, 2026: the AI Performance dashboard’s February 2026 public preview covering Copilot and Bing AI answers; the Citation Share, Intents, Topics and Compare features; and Microsoft’s description of citation share as observational, not exposing competitor domains.
Microsoft Clarity product pages, accessed September 22, 2026: “Free forever. Built to grow with your business. No limits on traffic.”
Keyword and People-Also-Ask demand for this topic could not be verified this week because the Semrush API returned a zero unit balance for a fifth consecutive run. The section questions are drawn from the questions Microsoft’s own documentation and announcements leave open and from client conversations, and are not presented as measured search demand.