adoption-funnel

Adoption Funnel

Overview

You shipped it, but nobody's using it. Feature adoption analysis helps you understand why — is it discoverability, comprehension, motivation, or the wrong feature? This skill covers funnel analysis, activation metrics, and adoption improvement tactics.

When to Use

• A shipped feature has < expected usage
• You need to understand where users drop off in the adoption journey
• Designing activation flows for new features
• You want to improve feature engagement systematically
• Don't use for: core product adoption (broader analysis needed), one-day-old features (too early to measure)

Instructions

1. Define the Adoption Funnel

Map the user's journey from awareness to ongoing use:

1. Awareness: User knows the feature exists
2. Discovery: User finds the feature
3. Understanding: User knows what it does and why to use it
4. First use: User tries the feature for the first time
5. Value realization: User gets value from the feature
6. Continued use: User comes back and uses it again

2. Measure Each Stage

For each stage, instrument and measure:

• Awareness: % of users who saw the announcement/in-app notification
• Discovery: % who navigated to the feature's location
• Understanding: % who clicked/opened the feature
• First use: % who completed the primary action
• Value realization: % who reached a success milestone
• Continued use: % who used it again within 7 days

3. Identify the Drop-off

Where do most users disappear?

• 🔴 Awareness → Discovery: Visibility problem (need better placement/announcement)
• 🔴 Discovery → Understanding: Comprehension problem (need better labeling/onboarding)
• 🔴 Understanding → First use: Motivation problem (need better value prop or lower friction)
• 🔴 First use → Value realization: UX problem (feature is hard to use)
• 🔴 Value → Continued use: Retention problem (feature doesn't deliver ongoing value)

4. Design Improvements

Based on the drop-off:

• Visibility: In-app announcement, badge/tooltip, email campaign
• Comprehension: Better copy, short video, tooltip on first hover
• Motivation: Value prop showcase, "users who do X get Y% better results"
• UX: Reduce steps, add defaults, improve feedback
• Retention: Email reminders, progress tracking, social proof