Journey Overview
8,347
Total Developers
23.4
Avg Journey Days
42%
Conversion Rate
$2.3M
Journey Value
Discovery
Learning & Evaluation
1,234
Developers
Avg Time:
7.2 days
Conversion:
68%
Drop-off:
32%
Documentation Views
89%
Video Tutorials
56%
Community Posts
34%
Complex setup process
Missing use case examples
840
68%
→
First Integration
Hands-on Experience
840
Developers
Avg Time:
12.4 days
Conversion:
52%
Drop-off:
48%
Quickstart Guide
78%
Code Examples
65%
First API Call
52%
Authentication complexity
Environment setup issues
437
52%
→
Active Usage
Regular Engagement
437
Developers
Avg Time:
45.2 days
Conversion:
34%
Drop-off:
66%
Regular API Usage
89%
Workshop Attendance
45%
Community Engagement
67%
Performance concerns
Advanced feature confusion
148
34%
→
Advocacy
Champions & Referrals
148
Developers
Retention:
94%
Referrals:
23%
NPS Score:
78
Blog Posts
23%
Conference Talks
12%
Referrals
45%
High engagement
Valuable feedback
Conversion Funnel
Time to Value
7.2
Days to First Integration
19.6
Days to Active Usage
64.8
Days to Advocacy
Drop-off Analysis
Discovery → Integration
32%
Complex setup process
Integration → Active
48%
Authentication issues
Active → Advocacy
66%
Performance concerns
Journey Cohorts
💼 Enterprise Developers
567 developers
Discovery
85%
Integration
72%
Active
58%
Advocacy
42%
🌍 Community Developers
1,234 developers
Discovery
68%
Integration
45%
Active
28%
Advocacy
18%
🐍 Python Developers
892 developers
Discovery
75%
Integration
62%
Active
48%
Advocacy
35%
Journey Insights
Critical Issue
48% drop-off from Integration to Active Usage due to authentication complexity
Opportunity
Enterprise developers have 85% higher conversion rates - focus marketing efforts
Trending
Python developers show 35% advocacy rate - leverage for community growth