Content & Trust · FREE BROWSER TOOL

Review Analysis & Response Workspace

Find recurring feedback. Prepare a considered response.

Analyze uploaded ratings and review text, compare monthly averages, find transparent word-based themes and edit response templates before exporting.

No account neededNo API keyLocal file processing
Explore the workflow

Ratings and themes

Interactive illustration — not a live result. Select a step to explore.

01 Add your data

This tool processes input in this browser tab. It does not upload or save your file contents. Download your results before closing or reloading. Normal website cookies and analytics are covered by the site’s privacy policy.

Main data

Suggested column names: rating, text, date

Up to 2,000 records and 2 MB per input. CSV supports commas, semicolons and tabs. Use a dot for decimals, no thousands separators, and YYYY-MM-DD for dates. Map differently named columns before analyzing.

02 Review your result

Your analysis will appear here. Start with the fictional example or add your own data.