Templates

Break down NPS and CSAT verbatims by theme to find the root cause behind satisfaction shifts.

Functions
Customer Support
Voice of Customer / Customer Experience
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Understand what's driving CSAT and NPS changes

For when leadership asks 'why did NPS drop 8 points?' and you have 48 hours to answer.
The Challenge
Scores without context
NPS tells you that something changed but not why. Detractor verbatims are too unstructured to analyze manually at scale.
Delayed root cause analysis
By the time you manually read 500 detractor comments, the quarter is over. The insights arrive too late to act on.
Attribution is guesswork
Did NPS drop because of a product issue, a support experience, or a billing change? Without thematic analysis, you're guessing.
How teams use Enterpret today
Situation
NPS dropped 8 points in Q3 and the CEO wanted to know why before the board meeting. The team had 2,400 verbatim responses to analyze.
Action - asked Wisdom, Enterpret's AI assistant
What are the top themes from NPS detractors (score 0-6) in Q3? Compare to Q2 detractors. Which themes grew the most?
Impact
Found that 62% of the decline was driven by mobile app performance after a June update. Engineering reprioritized mobile fixes.
Situation
A CX team noticed CSAT dropping for a specific product line but couldn't pinpoint which touchpoints were responsible.
Action - prompted Claude with Enterpret MCP connector
Use the Enterpret Wisdom connector to break down negative CSAT feedback for my product line by customer journey stage — onboarding, usage, support, billing. Where is satisfaction dropping?
Impact
70% of negative CSAT was concentrated in onboarding. A targeted onboarding improvement lifted CSAT by 12 points.
Situation
A CX team’s NPS monitoring was drowning in noise — too many minor fluctuations triggered false alarms, masking the real signal.
Action -
Action — configured an Enterpret Quality Monitor agent with stricter thresholds
Quality Monitor agent with 9-criteria validation before alerting — only fires when a detractor theme genuinely spikes, filtering out noise from minor fluctuations.
Impact
Started receiving only actionable alerts. Caught a mobile regression that drove 62% of the quarter’s NPS drop — a signal previously lost in alert fatigue.
Related Use Cases
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