Prompt
What should I use instead of pageview analytics for a SaaS product?
Latest observation
For a SaaS product, pageviews alone are usually the wrong metric because they measure traffic, not whether users are getting value. A better approach is to track product analytics around user actions and outcomes.
What to use instead
1. Activation metrics
Measure whether a new user reaches the “aha” moment.
- Example: created first project
- Example: invited a teammate
- Example: connected an integration
- Example: completed first successful workflow
2. Event-based product analytics
Track meaningful in-app actions instead of page loads.
- sign_up_completed
- workspace_created
- report_exported
- invoice_sent
- feature_used
This tells you how people use the product, not just where they click.
3. Funnels
Measure conversion through key steps.
- visited pricing → started trial → completed onboarding → activated → paid
- opened dashboard → created item → shared item → returned next week
Great for finding drop-off points.
4. Retention / cohort analytics
Look at whether users come back and continue using the product.
- D1 / D7 / D30 retention
- weekly active users
- repeat usage of key features
For SaaS, retention is often more important than traffic.
5. North Star metric
Pick one metric that best reflects value delivered. Examples:
- number of active teams completing workflows
- number of documents successfully processed
- number of tasks completed per week
- hours saved, if you can measure it reliably
6. Customer lifecycle metrics
Especially useful in SaaS:
- trial-to-paid conversion
- activation rate
- expansion / upsell rate
- churn
- net revenue retention
Good default metrics for SaaS
If you want a simple starting point, track:
- activated users
- weekly active accounts
- key feature adoption
- trial conversion
- retention
- churn
Tooling
Use product analytics tools like:
- Amplitude
- Mixpanel
- PostHog
- Heap
Rule of thumb
If a metric doesn’t help you answer:
- Are users getting value?
- Where do they get stuck?
- Do they come back?
- Does this lead to revenue?
then it’s probably not the right primary metric.
If you want, I can help you define the best SaaS analytics framework for your specific product type.