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# Feedback Analysis and NPS with Artificial Intelligence in 2026
- URL: https://blog.jestor.com/feedback-analysis-and-nps-with-artificial-intelligence-in-2026/
- Published: 2026-03-01T18:22:49.000Z
- Updated: 2026-03-01T18:22:49.000Z
- Author: Aline Valério

Your company takes pride in sending satisfaction surveys (NPS or CSAT), and responses land nicely in a Google Sheets tab. But who reads the 800 long comments typed by clients? Your analysts sample ("skim a few"). Your operation's most valuable info is lost in volume. The CS revolution demands **Mass Analysis with AI**.

### **The "Why?" Explained Alone**

Machine intelligence doesn't get bored. It reads a thousand free-texts in seconds and tabulates which words (Delay, Expensive, Broken) were repeated.

### **The Voice of the Customer in Jestor**

This is how Jestor acts translating pains into processes:

- **Topic Categorization (Auto-Tagging):** The satisfaction survey hits the Jestor table. AI reads and auto-marks the Tags column: "Logistical Problem" or "Agent Praise."
- **Sentiment Analysis:** The machine defines if the comment's tone was "Cancellation Risk" or "Upsell Opportunity." Angry responses generate a priority Retention ticket for the manager in the Kanban.
- **C-Level Summarization:** The CEO won't read 800 comments. They access the Jestor panel, and AI provides the "CX Report": *"This week's main score offender was the South carrier delay."*

### **Frequently Asked Questions (FAQ)**

**Can I fire the survey straight from Jestor?** Yes, system flows send emails with Form Links (App) based on rules: "Send survey 3 days after delivery." Meet[Jestor](https://jestor.com/?ref=blog.jestor.com).

**Can I send a gift to Promoters (NPS 9-10)?** Yes! Automations can forward a "Referral Discount Coupon" completely transactionally to clients who loved the service.

**Do I need to understand natural language processing (NLP)?** No. The corporate model integrates this reading into easy-to-configure No-Code blocks in your tables.

### **Conclusion**

With **Jestor**, it is possible to automate workflows, connect departments, and create internal systems your way, all code-free and AI-supported.

Discover Jestor and learn how to take your company's management to a new level of efficiency and integration.