Making sense of numbers

Which form field people give up on, and how to tell why

Most forms are abandoned at one field, and it is rarely the field anybody suspects. The counters say what kind of trouble it is causing.

Most forms are abandoned at one field, and it is rarely the field anybody suspects. Form analytics exists to name it. The useful part is not that a form has a completion rate — you can get that from two pageview counts — but that the giving-up has a location.

What is collected, exactly

For each field a visitor touched: a stable selector, how many separate times it was focused, the total time it held focus, and how many edits it received. For the form as a whole: whether it was submitted, whether it was abandoned, and which field was focused last if it was.

What is not collected is anything anybody typed. Not redacted afterwards, not stored and masked — never read in the first place. Buttons, hidden inputs and reset controls are skipped as well, because a button press is a click and a hidden field has no engagement to measure.

Three shapes, three different problems

The counters matter more than the drop-off field, because they say what kind of trouble a field is causing.

  • Many focus episodes, short each time. People are leaving the field and coming back — checking a reference number, re-reading a label, comparing against another field. Usually a labelling problem: the field is asking for something the visitor has to go and find.
  • One long episode, few edits. Hesitation rather than difficulty. The field is asking for something people are reluctant to give, and the fix is often to explain why it is needed or to stop asking.
  • Many edits. Correction, and correction almost always means validation. A field that rejects input the visitor believes is correct — a phone number with spaces, a postcode without — produces this shape reliably.

The drop-off field is a starting point, not a verdict

The field blamed for an abandonment is the last one focused before the visitor left. That is the best single guess available and it is still a guess: somebody who gives up on a long form often does so while their cursor rests in a field that gave them no trouble at all.

So read it alongside the counters. A drop-off field with one short focus and no edits is probably innocent — the decision was made earlier. A drop-off field with the highest edit count on the form is the one to fix first.

Field order is recorded, and it is more useful than it sounds

Fields are recorded in the order they were first focused, which is not necessarily the order they appear. People skip. A form where visitors consistently jump past the third field and return to it at the end is telling you that the third field is the hard one, regardless of whether anybody abandons there.

The fixes that usually work

In rough order of how often they help: remove the field entirely, because the commonest cause of abandonment is asking for something you do not need yet; explain the field, if it is asking for something whose purpose is not obvious; loosen the validation, if people are correcting themselves repeatedly; and split the form, if the drop-off is spread evenly rather than concentrated — an even spread usually means length rather than any one question.

What rarely helps is making the button bigger. If the counters say people are struggling three fields above it, the button was never the obstacle.

Form analytics is collected by the same script as click, scroll and attention maps, so there is nothing extra to install. Where a form is failing for a reason the counters cannot show, session replay is the next place to look — and worth reading first, because what it records is not what most people assume.

Common questions

Do you capture what people type?

No, and not as a setting that could be turned on. What leaves the browser is a CSS selector for each field, how many times it was focused, how long it was focused for, and how many edits it received. The characters are never read, so there is nothing to redact, leak or be asked for later.

What counts as abandoning a form?

Interacting with it — focusing at least one field — and leaving without submitting. Somebody who scrolls past a form without touching it is not an abandonment; they never started. That distinction matters, because mixing the two makes every form on a long page look like it is failing.

Which field gets blamed?

The last one focused before the visitor left. It is the best single guess and it is a guess: people sometimes abandon a form while looking at a field they had no trouble with. Treat a drop-off field as the place to start looking rather than the answer, and confirm it against the time and edit counts for that field.

Are password fields included?

They are treated like any other field — focus counts and durations, never content. Hidden fields, submit and reset buttons and image inputs are skipped entirely, because a button is a click and a hidden field has no engagement to measure.

Will this tell me why people give up?

It tells you where, consistently, and the where usually implies the why. A field with many short focus episodes is being returned to and re-read. A field with one long episode and few edits is being puzzled over. A field with many edits is being corrected, which usually means its validation is fighting the person filling it in.

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