AI Feedback Analyser

Turn hundreds of open-ended survey answers or customer reviews into themes, sentiment and actions in seconds
← Northlight Data
ℹ️ Live AI demo: paste responses or use a sample (fictional). A real AI model finds the themes. Please don't paste personal or sensitive information.

1. Responses to analyse

One response per line works best · up to 6,000 characters

2. Overall sentiment

Results appear here after analysis

3. Main themes

How often each theme came up

4. Recommended actions

Suggested by the AI from the feedback

  1. Run an analysis to see recommendations.

5. Themes with example quotes

Representative quotes taken from the responses

💡 What this means for your organisation: feedback from surveys, KoboToolbox forms, complaint hotlines or online reviews can be coded automatically, in any language, saving days of manual work and showing clearly what to fix first.