One of the first things I used to look at when analyzing product usage was frequency.

Who logs in the most?

Who spends the most time in the product?

Who uses the most features?

It seemed logical to assume that the most active users were also our most valuable users.

Over time, I realized that wasn’t always true.

Some users were opening the product frequently because they were struggling to complete a task. Others logged in only a few times a month but completed critical workflows every time.

That’s when I started thinking about power users differently.

A power user isn’t necessarily someone who uses your product the most.

It’s someone who gets significant value from it and knows how to use it effectively.

What Is a Power User?

There isn’t one universal definition.

For one product, a power user might use several advanced features every day.

For another, it might be someone who consistently completes a specific high-value workflow.

The important part is connecting usage to value.

A user who clicks through every feature isn’t necessarily a power user.

A user who repeatedly accomplishes important tasks quickly might be.

Start With the Core Job

Before looking at the data, I think Product Managers should answer one question:

“What does success look like for this user?”

Suppose you’re building a project management tool.

A power user might:

• Create and manage multiple projects
• Coordinate work across teams
• Use automation
• Regularly review project performance

But for an assessment platform, a power user might be someone who manages large assessment programs, configures workflows, reviews results, and regularly uses advanced capabilities.

The definition depends on the product’s core value.

Don’t Confuse Frequency With Value

This is probably the biggest mistake I’ve made with usage data.

A high number of sessions looks impressive.

But frequency without meaningful outcomes can be misleading.

Imagine someone opening your product ten times a day because they can’t figure out how to complete a workflow.

Their DAU contribution looks great.

Their experience probably isn’t.

On the other hand, another customer might log in twice a week and complete a critical business process in minutes.

That’s a much stronger signal of product value.

The goal isn’t to find users who use the product the most.

It’s to find users who derive the most meaningful value from it.

Look for Behavioural Patterns

Power users usually leave behavioural clues.

Depending on your product, look for things such as:

• Consistent usage over time
• Adoption of important features
• Completion of core workflows
• Use of advanced capabilities
• Invitations of other users
• Creation of repeatable workflows
• High task completion rates
• Expansion into additional use cases

No single behaviour proves someone is a power user.

The combination is much more useful.

Segment Your Power Users

Once you’ve identified them, don’t treat all power users as one group.

Some may be highly experienced individual users.

Others may be administrators managing an entire organization.

Some may be early adopters who enjoy experimenting.

Others may simply have a workflow that naturally requires frequent usage.

Understanding these differences helps you learn what creates strong product value.

Power Users Can Teach You What to Build

One of the biggest benefits of identifying power users is that they can become a source of product insight.

Watch how they work.

Ask what they value.

Understand which features they combine.

Look for workarounds they’ve created.

Sometimes you’ll discover that your most valuable workflows aren’t the ones your product team originally designed.

Power users often reveal the product’s potential before the rest of the customer base catches up.

But Don’t Build Only for Power Users

There’s a trap here.

Because power users are highly engaged, their feedback can become disproportionately influential.

They may ask for advanced functionality that most customers don’t need.

If you build everything they request, the product can become increasingly complex.

Power users are useful for discovering possibilities.

They shouldn’t automatically define the roadmap.

Always ask whether the underlying problem exists beyond this small group.

Power Users Can Help Other Users

I’ve also seen an interesting network effect.

Power users can become internal champions.

They teach colleagues.

Create best practices.

Share workflows.

Answer questions.

Drive adoption across their organization.

In B2B products especially, one highly successful user can sometimes influence the behaviour of dozens of others.

That makes power-user success valuable beyond the individual.

Track Power-User Movement

The most interesting question isn’t simply:

“Who are our power users?”

It’s:

“How do users become power users?”

Look at the journey.

What did they do during their first week?

Which feature did they discover first?

How quickly did they reach value?

What behaviours changed before they became highly engaged?

Those patterns can help you improve onboarding and activation for everyone.

Final Thought

Power users aren’t just the people who generate impressive numbers on your analytics dashboard.

They’re customers who have figured out how to consistently extract meaningful value from your product.

Understanding them can reveal what works, what creates habits, and where your product has the strongest value.

But the real opportunity isn’t simply keeping power users happy.

It’s understanding how they became power users in the first place.

Because if you can turn more ordinary users into successful ones, you aren’t just improving engagement.

You’re improving the product itself.