Growth8 min read
Beyond the click: measuring what actually makes a product successful
Clicks, sessions and time on page are easy to count and easy to celebrate. They are also, very often, measuring the wrong thing.
By Strategy Practice, Brand, strategy & AI
Most product dashboards are built from what is easy to instrument. Page views, clicks, sessions, time spent. They arrive by default with every analytics tool, they go up and to the right in a growing business, and they say almost nothing about whether the product is working.
Consider time on page. A rise can mean people are engaged. It can equally mean they cannot find what they came for. Clicks per session can reflect exploration, or a navigation structure that forces five clicks where one would do. Activity metrics measure motion, and motion is not the same as progress.
Start with the job the user came to do
Every meaningful product metric starts with a plain sentence: the user came here to do something, and success means they did it. Book the appointment. Reconcile the account. Ship the release. Find the answer.
Once that sentence exists, three measures follow naturally: did they complete it, how long did it take, and did they come back to do it again. Those three, per core job, will tell you more than any engagement dashboard.
| Instead of | Measure | Why |
|---|---|---|
| Page views | Tasks completed | Completion is the outcome the user wanted |
| Time on page | Time to complete | Faster usually means clearer, not less engaged |
| Sessions per user | Repeat completion of the core job | Return visits only matter if they achieve something |
| Feature adoption | Problems solved by the feature | Using a feature is not the same as it helping |
Pair every growth metric with a guard
Any number that becomes a target will be pushed, and the easiest way to push it is usually not the healthiest. Sign-ups rise if you remove qualification. Conversion rises if you hide the price until later. Engagement rises if notifications get more aggressive.
The defence is a paired measure that would move in the wrong direction if the first were being gamed. Sign-ups paired with activation. Conversion paired with refunds and early churn. Engagement paired with notification opt-outs. If both move well together, you have real improvement. If only one does, you have a problem wearing a success costume.
Connect user outcomes to business outcomes
The case for product work gets far easier to make when each user outcome is connected to something the business already counts. Faster task completion connects to support volume. Completed onboarding connects to retention. Fewer errors in a workflow connects to operational cost.
From interaction to revenue
- The user completes the job
- They do it faster and with fewer errors
- They return and do it again
- Support cost falls and retention rises
- Revenue per customer grows
A confused user produces more activity than a satisfied one. Be careful what you celebrate.
None of this needs a new analytics platform. It needs a short list of jobs, an honest definition of success for each, and the discipline to stop reporting numbers that never change a decision.
Strategy Practice
Brand, strategy & AI
The strategy practice covers positioning, product strategy, UX diagnosis and AI opportunity work. It writes about the commercial reasoning behind design decisions, and the organisational conditions that make good products possible.
