Market Opportunity
Companies collect NPS scores and customer feedback but rarely extract insights. AI can analyze thousands of open-ended survey responses, identify sentiment themes, and correlate satisfaction with churn. A service turning survey data into actionable insights has clear ROI.
The Idea
Offer customer satisfaction analytics. Take client survey data (NPS, CSAT, open-ended feedback) and use AI to: identify key satisfaction drivers, detect churn risk signals, segment feedback by customer type, and benchmark against industry standards. Deliver quarterly insights reports with specific improvement recommendations. Charge per analysis or retainer.
Key to Success
- Go beyond NPS score — analyze the open-ended 'why did you give this score' responses for real insights
- Segment analysis by customer tenure, spend level, and product usage — different customers have different satisfaction drivers
- Link satisfaction data to business outcomes — 'customers who rate 9–10 have 3× higher LTV than those who rate 7–8'
AI Tools to Leverage: ChatGPT, Google Sheets, SurveyMonkey, Typeform, Python