Funnel analysis without the religion

Most growth teams over-rely on funnel analysis. Each step gets measured, optimized, A/B tested, and reported. The funnel becomes the strategy. Nobody asks whether the funnel is the right shape for the actual user journey.

What the funnel misses

• Multi-session paths — most real users don't convert in one visit.
• Off-platform touches — emails, social, word of mouth.
• Backwards motion — users who deactivate and come back are invisible.
• Quality of conversion — the funnel doesn't distinguish a champion from a churner.

Using funnels well

Funnels are a diagnostic, not a strategy. Use them to find where users are dropping off, then investigate why with qualitative methods. Treating the funnel itself as the thing to optimize misses the messy reality of how people actually decide.

Funnels measure the path you defined. The real journey is rarely that linear.