Microsoft Clarity on Shopify: 9 Reports That Find Leaks
You installed Microsoft Clarity on Shopify and now you have 4,000 recordings nobody will ever watch. Stop watching. Open these 9 reports in this order instead.
I used to watch session recordings like Netflix.
Coffee in one hand, playback at 2x, one recording after another. An hour later I'd seen 30 people scroll, pause and leave. And I had nothing I could fix on Monday.
Here's the short answer for anyone staring at a fresh Microsoft Clarity Shopify install: stop opening random recordings. Open the reports that flag broken moments for you. Rage clicks, dead clicks, quick backs, excessive scrolling, click errors, the scroll map, the conversion map, your funnel and, on Shopify Plus, checkout abandonment. Each one points at a specific element. Then you watch only the 5 recordings attached to it.
Binge-watching feels like research. Triage finds the leak.
Every Clarity feature below comes from Microsoft's own docs, checked on October 5, 2026.
What does Microsoft Clarity actually do on a Shopify store?
It records what buyers do on your storefront and flags the moments that look like frustration.
Microsoft's Shopify install guide says to install the free Clarity app from the Shopify App Store, toggle the Clarity JS on in the app settings, save, and allow a few hours for data. The App Store listing shows it as free, rated 4.6 from 2,313 reviews.
The limits are generous. Clarity's FAQ says it's free forever with no traffic limits, it records up to 100,000 sessions per project per day, and it keeps recordings for 30 days (favorites and a random sample stay up to 9 months).
That's the problem, honestly. A store with 40,000 sessions a month gets 40,000 recordings. Nobody watches 40,000 of anything.
A recording library is a haystack. Clarity's reports are the magnet. Use the magnet.
If you're still deciding between tools, I covered that fight in Microsoft Clarity vs Hotjar for Shopify. This post assumes Clarity is installed and you want it to earn its keep.
Which 9 Clarity reports find the leaks fastest?
Here's the triage order I'd run on a product page. Open them top to bottom. Stop the moment one gives you a fix.
| # | Clarity report | What Microsoft says it flags | The Shopify leak it usually points to |
|---|---|---|---|
| 1 | Rage clicks | Multiple clicks in a clustered area in rapid succession | A swatch, size button or image that looks clickable and fails |
| 2 | Dead clicks | A click with no feedback in a reasonable amount of time | A "size chart" or "ingredients" link that goes nowhere |
| 3 | Quick backs | A user leaves the page, then returns under a time threshold | A review widget or shipping link that dumps buyers somewhere useless |
| 4 | Excessive scrolling | More vertical scrolling than the expected average | Buyers hunting for an answer the page buries |
| 5 | Click errors | JavaScript errors that happen after a click | An add-to-cart or bundle app throwing errors |
| 6 | Scroll map | How far users scroll, plus the average fold | Your best proof sitting below where most buyers stop |
| 7 | Conversion map | Purchase rate for sessions that click a selected area | Which elements actually sit near buyers who purchase |
| 8 | Funnels | Progress and drop-off between steps you define | The step between product view and add to cart that bleeds |
| 9 | Checkout abandonment | Where buyers drop in checkout (Shopify Plus only) | Shipping costs or a payment step killing the order |
The definitions in the middle column come from Microsoft's semantic metrics page and heatmaps overview. The right column is my read from audits. Your store may break somewhere else.
Why start with rage clicks, dead clicks and quick backs?
Because they point at one element. Not a vibe. An element.
Microsoft defines a rage click as multiple clicks in a clustered area in rapid succession. A dead click is a click on an element that gets no feedback, with no visual change and no navigation. A quick back is when someone clicks away and returns faster than the normal dwell time for that page.
On a Shopify product page those three map almost perfectly to broken promises. The page said "tap here" and nothing happened.
Here's the one I see most. A hypothetical merino wool sock brand. 40,000 sessions a month to the hero product page. Conversion rate 1.4%, average order value $75. That means revenue per visitor is $1.05. On 40,000 sessions, that's $42,000 a month.
Clarity's dead click map lights up on the words "Find your size." It's styled like a link. It isn't one. Buyers tap it, nothing happens, and some of them leave to check sizing on a competitor's site.
Fix the link, put the size answer on the page, and say conversion moves to 1.6% at the same $75. Revenue per visitor becomes $1.20. On the same 40,000 sessions, that's $48,000. $6,000 more a month, found in one report.
Conversion rate x average order value x sessions. 1.4% x $75 = $1.05 per visitor; 1.6% x $75 = $1.20 per visitor.
Inside the click map you can switch between all clicks, dead clicks, rage clicks, error clicks, first clicks and last clicks. Use last clicks on mobile. It shows the final thing a buyer touched before leaving.
What do excessive scrolling and click errors tell you?
Excessive scrolling is the hunting signal. Microsoft says a session gets the flag when it has more vertical scrolling than the expected average, and that it can be a strong indicator a page contributes to abandonment.
On a product page, hunting means one thing. The buyer has a question and can't find the answer. Shipping time. Return policy. Whether the serum works on oily skin. They scroll down, scroll up, scroll down again, and quit.
Click errors are the quiet killers. Clarity tags any session where a click triggers a JavaScript error. On Shopify that's often an app. A bundle widget, a subscription toggle, a reviews carousel that fights your theme. The buyer taps "Add to cart" and the error happens behind the scenes.
I'll admit something. I once spent a week rewriting a headline for a store whose real leak was an upsell app throwing an error on the cart button. The headline was fine. The button was broken. One filter in Clarity would have saved that week.
Hunting is a question your page refuses to answer. Errors are a button your page refuses to press.
How do you read Clarity heatmaps on Shopify without guessing?
Two maps matter most for a Shopify store: the scroll map and the conversion map.
The scroll map shows the percentage of users who reach each section, plus the average fold, which is how much buyers see before they scroll. Open it on mobile first. If your reviews, your guarantee or your "why this costs more" section sits where 30% of buyers ever arrive, it may as well not exist.
The conversion map is the one most founders never open. It shows the share of sessions that ended in a purchase when a buyer clicked in a selected area. Microsoft says it's available on projects where Clarity detects purchase events. On a Shopify store with the app installed, that's your product page.
Here's the thing. A conversion map shows correlation, not cause. Buyers who click your reviews may buy more because they were already serious. So treat a hot area as a lead to test, then prove it with an A/B test. My store owner's guide to ecommerce A/B testing and the walkthrough on how to A/B test a Shopify product page cover that part.
Can Clarity show checkout abandonment on Shopify?
Sometimes. This is where most guides get it wrong.
Microsoft's FAQ is plain about it. The Purchases feature works on Clarity projects of Shopify sites. The Checkout Abandonment feature is only available on Shopify Plus sites, where checkout and post-checkout pages are tracked through Shopify's Pixel.
Not on Plus? Your recordings stop at the checkout button. A merchant in the Shopify Community asked exactly this: how to keep Clarity recording once buyers hit checkout. On a standard plan, the answer is you can't.
Two more catches from the FAQ. Shop Pay and other expedited checkout sessions don't show up under the Abandonment card. And a session counts as abandoned if it never reaches the "Checkout Confirmed" page, even if the recording shows someone tapping "Complete Order."
If you are on Plus, this report is gold, because checkout leaks have known causes. Baymard's cart abandonment research puts the documented average abandonment rate at 70.22% across 50 studies. Among US shoppers who left for a reason other than browsing, here's why:
Baymard Institute, excluding 'just browsing' shoppers. Shoppers could pick more than one reason.
Watch Clarity's abandonment recordings with that list next to you. Usually you're looking for the moment the shipping cost appeared.
And don't skip the step before checkout. Most of the leak usually lives on the product page, which is the argument in the checkout abandonment myth.
Can Clarity's Copilot watch the recordings for you?
Partly, and it's the best time saver in the tool.
Clarity's Copilot overview lists a chat you can question in plain English, summaries of a single session, grouped summaries across multiple recordings, and heatmap summaries across all three device types.
So here's the workflow. Filter recordings to dead clicks on your hero product page. Run a grouped summary. Read it. Then watch the 5 recordings it points to, at normal speed, with a notepad.
One warning, from Microsoft itself. The Copilot page notes that generative AI can misread or generate incorrect information. Use the summary to pick which recordings to watch. Never use it instead of watching them.
Funnels round out the toolkit. You build them code-free from smart events and page visits, and Clarity shows the conversion rate, sessions converted and median time to convert at each step. Clarity auto-detects events like Add to Cart, Begin Checkout and Purchase, so a product view to add to cart to purchase funnel takes a few minutes.
How much is a fixed leak worth?
More than the fix costs. Usually by a lot.
Real client numbers, not typical results, and not a promise of what your store will do: our Cooling Bamboo Sheets page went from a 1.0% conversion rate at a $125 average order value, which is $1.25 revenue per visitor, to 4.3% at a $254 average order value, or $10.92 per visitor. On 10,000 visitors, that's $12,500 against $109,200. The full before and after numbers are on our results page.
Clarity didn't do that. A rebuilt page did. Clarity tells you where the page breaks. The page is what you fix. That's why I judge every change on revenue per visitor instead of conversion rate, and why a broader conversion rate leak hunt should come before you redesign anything.
Clarity is the triage nurse. It tells you where it hurts. Someone still has to operate.
What to do next
Open Clarity today and look at one report: dead clicks on your best-selling product page, on mobile. Write down every element buyers tap that does nothing. Fix the top one this week. That single list is worth more than a month of watching recordings.
Book Your Profit Audit
Clarity shows you where buyers tap and get nothing. Book a profit audit and Ishan Soni's team at RevenueFlows AI will show you what those leaks cost in revenue per visitor, then how to rebuild a high-converting product sales page in less than 15 minutes.
Or go here to check it out → revenueflows.ai
P.S. Watching recordings feels like work. Triage is the work. Open the dead clicks report before you press play on anything.
Frequently asked questions
What should I look at first in Microsoft Clarity on Shopify?
Open the dashboard and click into rage clicks, dead clicks and quick backs on your best-selling product page, on mobile. Those three flags point at specific broken or confusing elements, which is faster than watching random recordings.
Does Microsoft Clarity track the Shopify checkout?
Only on Shopify Plus. Microsoft's docs say Plus checkout and post-checkout pages are tracked through Shopify's Pixel, and the Checkout Abandonment report is Plus only. The Purchases feature works on any Shopify store with Clarity installed.
Why doesn't Clarity show Shop Pay buyers in checkout abandonment?
Microsoft's FAQ says customers paying with Shop Pay or other expedited checkout options don't show up under the Abandonment card. Treat that report as a view of your standard checkout flow, not every buyer.
How long does Clarity keep Shopify session recordings?
30 days from the time of recording. Favorite recordings, plus a random sample, are kept for up to 9 months, so favorite every session that shows a leak you plan to fix.
Is Microsoft Clarity free for Shopify stores?
Yes. Microsoft says Clarity is free forever with no traffic limits, and the Shopify app is listed as free. It records up to 100,000 sessions per project per day.