A rage click is a user's repeated tapping or clicking of the same area of the screen in a short timeframe, usually because an expected action failed to happen. It typically indicates frustration with a broken element, slow response, a confusing flow, or something similarly problematic.
For product, UX, support and engineering teams, rage clicks represent a valuable behaviour signal, one that often indicates frustrations not reported by users. Microsoft Clarity defines rage clicks as repeated clicks in a short period of time, often indicating that something on the page is not working as expected. The frustration signals can be further examined in the context of the entire user session with the help of session replay software.
What are rage clicks?
A rage click occurs when a user repeatedly clicks or taps on the same area of the page in a short period of time because an interaction did not produce the expected result. It is important to note that a rage click is a signal to investigate, not proof that an element is broken or that the user is frustrated. Some interfaces are designed to accept a fast sequence of clicks, such as the next/previous buttons on a carousel, and can generate rage click signals in spite of being fully functional. The distinction usually lies in the surrounding contextual information, which would show why the user might have clicked the next button three times in a row.
Common causes of rage clicks
Almost all rage clicks tend to stem from one or more of the following sources:
- Interactions that fail to respond quickly or indicate their status
- Broken or inactive elements
- JavaScript errors preventing an interaction from finishing
- A confusing interface or the lack of visual indication of what the next step is
- Inactive elements that appear clickable
- Overlapping inactive elements or overlays
- Slow backend responses
- Long, complicated, or non-responsive multi-step flows
The pattern of a rage click is almost always an expected response being withheld; the user clicks or taps an element, and nothing visibly happens, so they click or tap it again. This same pattern can be the basis of other types of interaction frustration, such as dead clicks or error clicks.
What can rage clicks tell you?
UX or UI frustrations
Sometimes, the interface itself is the cause of a user's frustration. Poorly designed interactions, the lack of visual indication of an element's purpose or status, and confusing elements can all cause a user to click repeatedly, even if the problem is not with the product itself but with its presentation.
Broken or unresponsive elements
In other situations, there is a genuine issue with the product. An unresponsive element, a broken link or form, a JavaScript error, or an element being overlapped by another inactive element can all lead to the same pattern of repeated clicking.
Performance issues
Poor performance, slow response times, and long loading times can also be a source of frustration, as can the inability to immediately tell if an interaction has been successful. The user may click an element that is unresponsive or exceptionally slow and click it again, unsure if anything has happened.
Onboarding or product friction
Repeated clicks during onboarding often mean a user doesn't understand what to do next, or that the application isn't responding the way they assumed it would. New users have the least patience and the least context, so friction here tends to show up quickly.
Repeated frustration signals can point to a poor experience, particularly around important workflows. But teams should look at rage clicks alongside other behavioural and product signals before drawing conclusions about churn or abandonment.
Rage clicks vs dead clicks vs error clicks
There are other types of abnormal user input in addition to rage clicks. The difference between them and rage clicks is subtle but critical to understanding.
These three signals are related but not interchangeable.
Microsoft Clarity treats dead clicks similarly as clicks that fail to provide the expected response within a reasonable timeframe, potentially indicating a broken element, slow request, or misleading design. However, error clicks are different in that they always involve a JavaScript error. The distinction between dead and rage clicks is one of repetition: a dead click can be a single click that did not produce a result, whereas a rage click is a series of repeated clicks.
What about cursor thrashing?
Cursor thrashing refers to erratic or excessive mouse movement, which may indicate confusion, difficulty locating an element, or a slow interface. Like rage clicks, it is a potential frustration signal rather than proof of a specific problem. It can be useful to investigate as additional context alongside other behavioural signals.
How to identify rage clicks
There is no single method for identifying rage clicks. Most teams will use a combination of the following methods to find them:
Session replay
Session replay is the most useful method for identifying and investigating a rage click. By reviewing a session, a team can see what actions led to it, what the user did next, and what else may need to be investigated alongside it. In effect, a session replay allows an analyst to experience the same level of confusion as the user did and identify potential problems more easily. For more information on how session replay works, see session replay: how it works, uses and benefits.
With Fullview, sessions can be filtered by rage clicks, warnings, errors, and other factors, making it easier to find relevant sessions without having to review each one individually.
Behaviour analytics
Many behaviour analytics tools can detect rage clicks and allow you to review them in aggregate. Microsoft Clarity, for example, lists rage clicks as one of the frustration signals and allows you to see the number of sessions with rage clicks to identify problem areas.
User feedback and support tickets
User support tickets can provide indirect evidence of a potential rage-click issue. If multiple users report a problem with the same element, reviewing the relevant sessions can identify the cause. In most cases, an investigator will be able to see the issue after reviewing a few sessions. Support teams can use the Fullview Session Replays to review the exact circumstances that led to the support request.
How to investigate and fix rage clicks
The process for investigating a rage click is relatively straightforward, but it is important to remember that identifying one is only the beginning.
1. Review the session's full context
A rage click should not be investigated in isolation. As with any other type of UX analytics signal, it is important to see what the user did leading up to it, what they did afterwards, and what actions were taken in between. In most cases, the issue will become apparent immediately before or during the rage click sequence.
2. Check for technical issues
When investigating a technical signal such as a rage click, it is essential to check for technical issues that may be relevant: JavaScript errors, failed requests, broken UI elements, frozen interactions, and other problems that could prevent a user from interacting with the website as intended. This step is significantly easier with the right tools: most session replay products that offer technical context will allow an analyst to view console logs and other relevant technical information in the same interface.
3. Determine whether the issue is UX or technical
Ask yourself a few simple questions: was the element genuinely broken, or did the user think that it was? Did the element respond in an unexpected way? Did the user understand what they were supposed to do next? This will allow you to determine whether the issue is technical or stems from poor UX/UI design.
4. See if the pattern repeats
A single session with a rage click is not necessarily indicative of a larger issue. It is important to see whether other users have had the same problem as well. If they have, you may want to prioritise this issue, as it is likely to affect a larger number of users.
5. Fix the issue and continue monitoring
After fixing the issue, continue to monitor the situation and ensure that the changes have been effective. This may involve checking if other signals such as support tickets or dead clicks continue to occur, as well as reviewing the relevant product analytics. A change that eliminates rage clicks but leaves dead clicks may be only partially effective.
Identify rage clicks with Fullview
Fullview helps teams investigate rage clicks by providing the ability to filter sessions by them, and investigate their context alongside technical information, if available. Sessions can be filtered by rage clicks, warnings, and errors to help find the ones that need to be investigated. This reduces the effort required to find relevant sessions and allows teams to spend less time on false positives.
The combination of the ability to filter sessions and review technical context is what makes Fullview useful for investigating rage clicks. By filtering sessions, you can find the ones that need to be reviewed, and by reviewing the technical context alongside the session replay, you can more easily determine the source of the issue.
Identify rage clicks with Fullview
Fullview automatically flags user sessions with rage clicks, so you can quickly and easily identify issues and deploy fixes.
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Benefits of identifying rage clicks
Improves product UX/UI
Rage clicks are an indication of elements that do not behave as expected: confusing interactions, broken elements, slow performance, and other issues that require investigation. By investigating them, you can identify these elements and improve the product's UX and UI.
Improves onboarding and key workflows
The most important product features require the most effort to implement and explain to users. Issues with them affect the largest number of users and disrupt the most critical product workflows. As such, they should be prioritized when investigating user frustrations and resolving product issues.
Resolves customer issues more quickly
When rage clicks occur alongside errors or are reported by users, session replay data can help support teams determine the cause and resolve the issue without asking for additional information from users. In most cases, a support agent can investigate the problem using the replay and resolve it without involving other teams. In complex cases where the issue requires further review, teams can escalate from investigation to cobrowsing.
Can rage clicks impact conversions or retention?
Rage clicks are not conversion or retention metrics, and they cannot predict abandonment on their own. However, repeated-click patterns within important user journeys can help identify friction worth investigating. Teams can compare these signals with conversion funnels, task completion rates, support feedback and other behavioural data to determine whether an issue is affecting the customer experience.
Rage clicks and privacy
Do rage clicks involve personal data?
A rage-click event does not necessarily contain directly identifying information. However, when linked to a user or session, or combined with other captured information, it may constitute personal data depending on the implementation and applicable privacy laws. The specifics of your session replay implementation determine whether personal data is captured and to what extent.
Privacy considerations
When evaluating any session replay tool, look at how it handles data minimisation, sensitive-field masking, redaction, configurable recording, access controls and data retention. These matter more than any general claim of compliance.
Specific instructions regarding privacy policies, regulations, or requirements should be provided by the relevant authorities.
Fullview has built-in sensitive information blurring and censorship controls to help you comply with the GDPR and other privacy laws. See Fullview's security and privacy controls for current details.
Frequently asked questions
What is a rage click?
A rage click is a user's repeated tapping or clicking of the same area of the screen in a short timeframe, usually because an expected action failed to happen. It typically indicates frustration with a broken element, slow response, a confusing interface, or something similarly problematic.
Why do users rage click?
Users rage click when an interaction fails to respond as expected. Common reasons for this include broken elements, slow responses, a confusing interface, and the lack of visual indication of the element's status or feedback after interacting with it.
Are rage clicks always a sign of frustration?
No, some interfaces are designed to accept a rapid sequence of clicks, such as the next and previous buttons on a carousel. A rage click is generally not a direct indication of a problem but rather a signal to investigate.
What is the difference between a rage click and a dead click?
A rage click is a series of repeated clicks, whereas a dead click is a click that does not produce an expected result. They often occur together, as a dead click may lead to a user clicking the same place again in an attempt to make it work.
How can you identify rage clicks?
The best way to identify rage clicks is to use session replay tools that allow you to see the context of the entire user session. Tools for behaviour analytics often include rage click detection and provide aggregate data on them. You can also look for user support tickets that may indicate recurring issues.
How do you fix rage clicks?
Begin by reviewing the session and look for technical issues that could be responsible for the problem. Determine whether the issue is technical or UX-related, and resolve it. After resolving the issue, continue to monitor the situation and ensure that it has been resolved.
Can session replay detect rage clicks?
It depends on the product, but most session replay products that offer behaviour analytics can identify rage clicks or let you filter sessions by them. Most behaviour analytics products offer this capability as well. Fullview Session Replays can be filtered by rage clicks, warnings, and errors.
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