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DESIGN

Analyzing for Insight

Use Funnel Metrics to Identify Drop-Offs

Funnels tell the story of where you’re gaining—or losing—users. This section shows how to build and analyze your acquisition and product funnels to identify friction points, improve conversion, and reduce churn.

Why it's Important
  • Provides a visual way to spot bottlenecks.

  • Helps isolate where and why users stop progressing.

  • Enables precise optimization of acquisition and onboarding.

  • Allows you to focus energy where it has the most impact.

  • Creates a shared understanding across product, marketing, and growth teams.

How to Implement
  • Map out your funnel stages (e.g., visit → sign-up → activation → retention).

  • Define success criteria for each stage.

  • Track completion and drop-off rates between stages.

  • Compare funnel performance by segment or source.

  • Visualize funnels using Mixpanel, GA4, Amplitude, or Looker Studio.

  • Identify top 1–2 friction points to prioritize fixing.

  • Run experiments (e.g., UX, copy, timing) and re-measure.

Available Workshops
  • Funnel Mapping Session: Build your funnel on a whiteboard or FigJam.

  • Drop-Off Deep Dive: Quantify where and how users drop.

  • Copy & UX Review Jam: Examine CTAs, forms, and messages at drop points.

  • Source Performance Audit: Check funnel performance by traffic source.

  • Fix-It Hackathon: Run a sprint to fix top funnel issue.

  • Funnel Experiment Planner: Design A/B tests to improve conversions.

Deliverables
  • Funnel visualization with drop-off rates by stage.

  • Prioritized list of top 2–3 friction points.

  • Historical funnel performance tracking (week/month).

  • Experiments log for funnel improvements.

  • Funnel-specific KPIs tracked on a regular dashboard.

How to Measure
  • Stage-by-stage conversion rates.

  • Time between stages (e.g., visit → sign-up).

  • Experiment lift in target stage conversion.

  • Funnel performance by user segment or channel.

  • Funnel completion rate across time.

  • Decrease in drop-off after changes.

Real-World Examples

Cards - Airbnb.jpg

Dropbox

Identified and fixed drop-off between install and file upload, driving activation up.

Cards - Airbnb.jpg

Calendly

Improved the post-sign-up experience to increase completed bookings.

Cards - Airbnb.jpg

Superhuman

Built a funnel around invite > onboarding call > daily usage, focusing effort on onboarding conversion.

Get It Right
  • Keep funnel stages clearly defined and measurable.

  • Focus on one or two friction points at a time.

  • Use both qualitative and quantitative data to explain drop-offs.

  • Track impact of experiments over time.

  • Communicate funnel changes across the team.

Don't Make These Mistakes
  • Ignoring friction in early stages of the funnel.

  • Jumping to solutions without understanding the why.

  • Treating funnel drop-offs as product-only issues.

  • Over-relying on traffic growth instead of fixing conversion.

  • Not validating funnel improvements with experiments.

Fractional Executives

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