Voice-of-Customer Intelligence

Luminary Analytics • Q4 2024 • 90-day rolling window

NRR Target
110%
Current NRR
108.2%
Theme Emergence Velocity
4.2
+1.3 themes/wk
Frustration Intensity
7.8
-0.4 pts
Competitor Sentiment
0.42
-0.18 ratio
Verbatim Resolution
64%
+8%
Advocacy Language
18.3%
-4.2%
Convergence Score
82
+5 pts

Theme Emergence Velocity — New Themes per Week

Frustration Intensity by Theme

Top Enterprise Themes

API documentation
8.9
Onboarding follow-up
8.3
Integration marketplace
7.8
Dashboard load time
7.2
Export limitations
6.5

Multi-Channel Feedback Convergence — Theme Mentions by Source

Survey
Support
Reviews
Sales Calls
CSM Notes
API docs
92
87
78
43
52
Onboarding
81
73
38
69
88
Integrations
76
82
91
47
63
Performance
68
94
41
29
71
Export limits
54
62
33
21
58

Competitor Mention Sentiment Ratio

Theme-to-Churn Correlation Index

Theme Intelligence Detail — Top 8 Themes

Theme Velocity Intensity ARR Impact Resolution % Owner Lag (days)
API documentation unclear 5.2 8.9 $2.1M 48% Product-Eng 18
Onboarding no follow-up 4.8 8.3 $1.8M 61% CX Ops 14
Integration marketplace gap 6.1 7.8 $3.4M 33% Product-BD 22
Dashboard load time 3.9 7.2 $1.2M 72% Eng-Infra 7
Export format limits 3.2 6.5 $0.9M 58% Product-Eng 11
Mobile app missing features 2.8 6.1 $0.6M 44% Product-Mobile 19
Pricing transparency 2.4 5.8 $1.4M 81% RevOps 5
Data refresh lag 2.1 5.3 $0.7M 69% Eng-Data 9

Feedback Response Lag by Segment

Resolution Language Quality Score by Theme

Product Area Feedback Density per ARR Segment