Tracking 200 events is worse than tracking 5

I've seen teams track hundreds of events, hoping to capture every detail. What they end up with is a data swamp—a messy, unmanageable pile that nobody trusts.

Tracking 200 events is worse than tracking 5 that actually drive revenue. Quality beats quantity every single time.

My mistake

I did this too. Early on, I instrumented dozens of events across the funnel, hoping to surface hidden personas and micro-conversions for CRM classification. The result was hundreds of event names, most with tiny volumes, almost none producing reliable insights.

Roughly 80% of those events never scaled to the point where they changed decisions. We spent a lot of analyst time chasing noise instead of signal.

What helped? Admitting the experiment failed and pruning aggressively. I kept the handful of events that tied directly to business outcomes—signup, trial_start, checkout_complete, add_to_cart, key_feature_use—and focused on making those rock-solid and well-documented.

What I learned

The swamp trap:

• Too many events create noise. You can't find actionable insights.
• It slows analysis and increases storage costs.

The power of focus:

• Tracking the right 5 events gives you clarity and speed.
• These directly correlate with business outcomes.

Action steps:

• Review your tracking. Cut events that don't tie to revenue or goals.
• Focus on actions that drive conversions.
• Build reports around core events to keep them clean.

Less is more. Track fewer events, but make sure they matter.