Test environment. No real payments are taken. “Demo mode” runs use rule-based text extraction, not AI.
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All agents · Customer support and success

Voice-of-Customer Analysis

Beta

Customer comments clustered into themes with sentiment, verbatim quotes, mention counts computed from your data, and a list of explicit customer requests.

How it works

Paste comments from reviews, surveys, calls, or tickets (one per line), or upload a CSV or text export. Each theme carries real quotes, and counts are computed in code from the quoted comments.

What you give it

  • Pasted text (one comment per line)
  • .csv
  • .txt
  • .md

Limitations

  • Counts show how many comments a theme's quotes come from, so they are a floor, not a full census.
  • Sentiment is the AI's reading of the quoted comments, not a statistical score.
  • Up to 5,000 comments and about 120,000 characters per run.