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Free voice-of-customer tool

Find the signal without flattening the story.

Paste a small set of anonymized customer comments. The sorter groups recurring themes, shows the evidence behind each one, and keeps mixed or isolated observations visible.

Sort customer feedback

How it works

Patterns are clues. Comments are evidence.

The sorter uses a visible set of customer-experience terms to group comments. It counts mentions and shows the original comments so you can challenge every result.

It is a rule-based aid, not semantic AI, sentiment research, or a representative customer study. It can organize a sample; it cannot tell you how common an issue is in the wider population.

Sort the sample

Use comments you are allowed to analyze.

Remove names, email addresses, account identifiers, health or payment details, and confidential or regulated information before pasting. Put one customer comment on each line.

What it preserves

The pattern and the exception.

  1. 01

    Frequency How often did a theme appear?

  2. 02

    Evidence Which comments support the grouping?

  3. 03

    Direction Were the signals positive, negative, mixed, or unclear?

  4. 04

    Exceptions Which comments did not fit a recurring theme?