Is it a specific feature usage or time spent?

It varies by vertical, but generally it's a completed workflow. For a project management tool, it might be creating a board and adding three tasks. For a data platform, it could be importing a dataset and generating a basic report. The key is that it requires active participation, not passive consumption.

So passive views don't count? That makes sense, because engagement needs to be actionable to predict retention.

Correct. And once activated, the next hurdle is conversion to paid. Here’s where usage-based billing starts to play a crucial role. Instead of a flat fee, customers pay for what they consume, which aligns costs with value delivered.

You want to attract power users who will eventually exceed those limits naturally.

So the goal is to make the free tier a teaser, not a trial period with an expiration date?

Spot on. Trials create artificial urgency, which can lead to rushed decisions and higher churn. Freemium models build habit and dependency over time. Users integrate the tool into their daily workflow, making switching costs prohibitively high later.

That’s a subtle but powerful distinction. Habit formation versus forced conversion.

Absolutely. And this leads to another critical metric: net revenue retention. If you’re losing customers at the same rate you’re gaining them, your growth is illusory.