Founder MindsetEmerging Pattern

Switch from vanity metrics to event-based analytics to enable real optimization

Q: How many founders have validated "switch from vanity metrics to event-based analytics to enable real optimization"?

1 founder has proven this pattern works. Examples include John Makavoy (Murmigo).

Metrics like monthly active users feel good but don't guide action. Event-based analytics that track specific user actions (paywall viewed, feature activated, trial started) enable systematic experimentation and optimization. The shift from vanity to actionable metrics often unlocks major growth.

When to use

When you have users but growth is stagnant and you can't identify what actions drive outcomes

Don't do this

Tracking only aggregate metrics like MAU, revenue, downloads without event-level behavioral data

1 Founder Who Did This

Murmigoby John Makavoy

Spent first couple years tracking vanity metrics like MAU which didn't move the needle. Switched to event-based analytics (Mixpanel) to track paywall performance and user actions

Result:Event analytics enabled A/B testing that 16x'd conversion rate from 0.5% to 8%, growing from 8K to 30K MRR

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