Dead clicks and rage clicks: how to investigate a flagged interaction

A visitor presses the plus button beside the order quantity three times. The quantity rises from one to four. Another visitor clicks “Data sheet” three times because no download appears to start. Similar click sequences serve different tasks. Only the second initially lacks the expected feedback.

“Rage click” and “dead click” are automated flags. They identify places worth investigating. They do not measure the intention or emotion behind an interaction.

Keep the detection rule with the finding

A rage click generally means several rapid clicks in a small area. A dead click indicates a missing response under the tool’s particular rule. Thresholds and the changes considered depend on the tool and its version.

PostHog describes its rage-click detection as a heuristic with potential false positives, including quantity controls. Microsoft Clarity explains dead clicks in terms of missing visual feedback or navigation. Do not treat a rate from a different tool as a directly comparable benchmark.

Three cases that need different responses

The following cases are fictional.

Changing the quantity: Each press produces the correct new quantity. Rapid clicking is an intended interaction here. Check whether the change is noticeable and the control works with a keyboard. An automated flag alone does not justify redesigning it.

Downloading a data sheet: A click starts generating a file in the background. The button stays unchanged; several downloads appear later. Repeat the journey with a harmless example file in a test environment. Inspect both the operation and its feedback. The interface may need a visible processing state, while the server may need protection against repeated operations. These are separate questions.

Something that looks like a button: A coloured delivery graphic suggests an action but has no function. The hypothesis is that its appearance creates an expectation. Use a specific task, such as “Find out when this item will arrive”, to investigate whether people choose that area and what information they seek. The click flag does not answer that question.

Keep the next investigation focused

Record the element, its intended function, the observed sequence and the missing feedback. Include the device, layout version and detection rule. Count clicks separately from affected recorded sessions: ten clicks in one session are not ten independent problems.

An authorised recording may provide context if the necessary area is visible. Reproduce the action as well. If a click really responds slowly, the article on third-party scripts and INP explains the technical investigation. Repeated form operations also raise the question of idempotency.

You can request the Purchase barrier check for a qualitative review of a product page and its basket. Describe the specific journey: “The data-sheet button gives no feedback” defines the task more precisely than “Our users are frustrated”.