Survey sentiment analysis, in seconds
Closed-ended scores tell you what. Open-ended responses tell you why. Sentiment Analyst turns thousands of free-text survey answers into a positive / neutral / negative breakdown you can actually act on.
01
Export your survey
From Typeform, SurveyMonkey, Google Forms, Qualtrics or any tool — CSV or Excel works.
02
Upload the file
Drag it in. The text column is auto-detected. Nothing leaves your browser.
03
Read the room
Pie chart, sortable table, filter by sentiment. Export the scored file back to CSV.
Why researchers love it
- No signup or account — open the tab, upload, done.
- Privacy-safe: responses never leave the browser, which matters for HR, health and internal-feedback surveys.
- Handles tens of thousands of responses on a regular laptop.
- One-click export of the scored dataset for further analysis in Excel, Python or R.