Webneuron
Product Engineering

The feature you shipped is not the feature they use

Users adapt software to their actual problem. The distance between your intent and their behaviour is the most useful thing you can measure.

February 16, 20276 min readBy Webneuron Engineering Team

Every product team has had the experience. A feature is designed carefully, built well, and released. Adoption is reasonable. Then someone watches a customer use it and discovers they are doing something the team never imagined — exporting the report immediately and doing the real work in a spreadsheet, using a status field as an informal assignment mechanism, keeping a browser tab open permanently because the navigation makes returning expensive.

The instinct is to correct the user. This is almost always the wrong move. Users are not misusing the product; they are revealing the problem they actually have, which differs from the one you designed for.

Why the gap is information rather than error

People adapt tools to their work continuously and without malice. When they consistently use a feature in an unintended way, they have found a path to their goal that your intended path did not serve. That behaviour is the clearest product research available, and it costs nothing to collect.

The gap tends to be widest where the team is most confident. Features designed from an internal model of the user, without recent contact with the work, produce elegant solutions to problems that have been slightly misdescribed.

Closing the distance

  • Watch, do not ask. What people report doing and what they do differ systematically, and only one of those is actionable.
  • Instrument the abandonment, not just the completion. Where users stop is more informative than where they finish.
  • Treat the export button as a signal. Data leaving your product immediately after arriving means the real work happens elsewhere, and you now know where to look.
  • Take workarounds as feature requests. A workaround is a user having designed something for you and paid for it in inconvenience.
  • Ask why the unexpected use exists before removing it. Closing a path that people depend on without replacing it is how a release becomes an incident.

The uncomfortable version

Occasionally this exercise reveals that the feature nobody uses as intended is one the team is proud of, and the crude workaround serves the customer better. That is the most valuable finding available and the hardest to act on, because acting on it means conceding the original design was wrong.

Teams that can hold that conversation without defensiveness build products that fit the work. Teams that cannot end up shipping training material, help documentation and onboarding tours — each of which is an attempt to persuade users that the product was right and their behaviour was not.

Let's build the system your business will run on next.

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