UX metrics that actually matter to the business

Design teams often measure what is easy to measure. Business leaders care about what moves revenue, retention and support costs. The overlap is where UX gets a seat at the table.

Metrics I lean on

• Task success rate for critical flows.
• Time to first value for new users.
• Drop-off at each onboarding step.
• Support tickets per feature.

Pair every metric with a story. Numbers show that something changed; a short user quote shows why it matters.

Connecting metrics to design work

Before starting a design project, I write down which metric it should move and how we'll measure it. A redesigned onboarding flow might target activation rate; a clearer settings page might target fewer support tickets. This makes success concrete and helps the team prioritize.

Qualitative signals count too

• Recurring themes in user interviews.
• Repeated questions in support chats.
• Session recordings showing hesitation.
• Feedback from sales and customer success teams.

Not everything valuable can be measured precisely. Qualitative signals often explain why the numbers moved — or didn't.

Avoiding vanity metrics

Page views and time on page can look impressive without meaning much. If users spend more time on a page because they're confused, that's not success. Choose metrics that reflect users achieving their goals.

“Measure progress, not activity.”

Setting up measurement

Good metrics require good instrumentation. Before launching a feature, I work with engineers and analysts to define events, naming conventions and dashboards. Designing the measurement alongside the feature ensures we can actually answer questions after launch.

• Define key events before launch.
• Use consistent event naming.
• Build a simple dashboard for the feature.
• Review data regularly after launch.

Sharing metrics with the team

Metrics are most useful when everyone sees them. Sharing a short weekly update on key UX metrics keeps the team focused on outcomes and makes it easier to celebrate improvements together.

“When the whole team sees the numbers, the whole team cares about the experience.”

Putting it into practice

Choose one critical flow in your product and identify a metric for success, such as completion rate. Make sure it's tracked, record the current value and set a goal for improvement.

Pair the metric with qualitative research to understand why users drop off. Design improvements, measure again and share results with the team.

Key takeaways

• Measure what matters to users and the business.
• Avoid vanity metrics.
• Combine numbers with stories.
• Instrument features before launch.