ResearchIntermediate

NPS Survey Analyzer

Turn NPS comments into themed insight clusters

20 min4 stepsNyronNyron AI
InsightScoreClusterPriority
NPS Theme Map

How it works

1

Step 1. Ingest NPS comments

Last quarter of open-ended answers.

2

Step 2. Cluster by theme

Group similar comments together.

3

Step 3. Score sentiment & frequency

Per cluster, weighted.

4

Step 4. Pick the strongest quote

One sharp quote per theme.

Description

Reads all NPS open-ended responses, clusters them by theme, scores each cluster by frequency and sentiment, and pulls the strongest quote for each.

When to use this Playbook

You have 600 NPS comments. Nobody has time to read them, and the spreadsheet just sits there.

Who it's for

Product teams, strategy teams, founders, innovation leads, and anyone responsible for choosing what to build or pursue.

Product ManagersStrategy & Planning TeamsInnovation & Growth LeadsFounders & Entrepreneurs

What problems it solves

  • Too many ideas and no clear priorities
  • Decisions based on assumptions instead of real customer pain
  • Weak understanding of category leadership and competitive advantage
  • Lack of team alignment and shared commitment
  • No clear commitment or success metric

About the Author

Nyron
Nyron Team
Nyron AI

Official playbooks from the Nyron AI core team. We design playbooks that ship a real artifact, not a process diagram.