AI agents for Microsoft Clarity
A Monmo agent works in Microsoft Clarity the way a UX analyst would. It reads the dashboard every week, watches session recordings for the pages you care about, compares heatmaps, looks into rage clicks, dead clicks and quick backs, and writes each problem up with the evidence. Reading is done without asking; changing settings or filing issues in other apps waits for your approval.
Updated 2026-11-13 · Free to start. Paid plans from $15 a month.
What agents do in Microsoft Clarity
Write the weekly behaviour report
Every Monday it reads the past week in Clarity: sessions, scroll depth, rage clicks, dead clicks, quick backs and JavaScript errors, and writes what changed page by page, with the worst three pages first.
AskEvery Monday at 9, summarise last week in Clarity for our top ten pages. Lead with whatever got worse.
Watch recordings so you do not have to
Ask about the checkout and it watches a sample of recordings filtered to that page, then notes where people hesitated, what they clicked that was not a link and the step where they left.
AskWatch 30 recordings of visitors who reached the checkout but did not pay, and tell me where they got stuck.
Read a page's heatmaps
It compares click and scroll heatmaps for the desktop and mobile layouts of a page and says how far most visitors scroll, which elements draw clicks without doing anything, and whether the main button is seen.
AskCompare the pricing page heatmaps on desktop and mobile. How many visitors ever see the plan comparison table?
Look into a drop in sign-ups
When sign-ups fall, it lines up Google Analytics figures with Clarity recordings and script errors for the same days, and writes a short note on the likely cause and what to test first.
AskSign-ups fell on Tuesday. Check Google Analytics and Clarity for those days and tell me what probably happened.
Turn findings into draft tickets
Each problem it finds becomes a draft issue in Jira or Linear with the page, the steps seen in a recording and a link to it. The issues are created only after you approve the card.
AskWrite each checkout problem you found as a Jira issue with steps to reproduce and the recording link. Show me first.
Check a release a week later
Seven days after a site change goes live, it compares rage clicks, dead clicks, errors and scroll depth on the changed pages with the week before, and says plainly whether anything got worse.
AskWe changed the sign-up form on the 4th. On the 11th, compare its Clarity figures with the week before the change.
Brief the design team each month
It gathers the month's findings into a short Google Slides or PowerPoint deck with heatmap screenshots, a recording link per problem and one recommendation for each page.
AskMake a ten-slide deck of this month's Clarity findings for the design review on Friday.
How it connects
- 1You connect your Clarity project once from your own account. Depending on the connection, a project admin may need to create an API token in the project's settings. For recordings and heatmaps the connection does not reach, the agent opens Clarity in its own browser.
- 2You choose which agents may use Clarity. A marketing or web agent that works on your site needs it; a bookkeeping agent has no use for your visitors' sessions.
- 3Reading the dashboard, recordings and heatmaps needs no approval. Changing project settings, masking, filters or team access, and creating issues or posts in other apps, always ask first.
More in Analytics and data
Other apps of this kind that agents work in, each with its own page.
Questions people ask
Can an AI agent watch Microsoft Clarity session recordings for me?
Yes. Tell it the page or the kind of visit, and a Monmo agent opens Clarity in its own browser, watches a sample of matching recordings and writes down what people did: where they paused, what they clicked and where they left. You get the notes with links to the recordings behind each point.
Can an AI agent explain rage clicks and dead clicks on my site?
Yes. It finds the pages and elements where Clarity records rage clicks or dead clicks, watches recordings of those moments and says what visitors were trying to do, such as clicking an image they expected to open. It suggests a fix for each and can draft the issue for your developers.
Does connecting Clarity give the agent visitors' personal data?
The agent sees what Clarity shows you, no more. Clarity's masking settings decide which text and inputs are hidden in recordings, and the agent does not change them without your approval. Keep masking on for forms and account pages, and the agent's notes will describe behaviour, not people.
Can an AI agent combine Clarity with Google Analytics?
Yes. The AI agent reads both for the same pages and dates, so a number from Google Analytics, such as a fall in conversions, comes with what Clarity recordings show happening at that step. It writes up the likely cause and what to test, and it repeats the comparison on a schedule if you ask.