Comments CSV (header row with an id column and a text/comment column) Rules, one per line: Label = any: words | all: words | not: words, or Label = regex: /pattern/

Audit sample size

Audit sample seed

Runs 100% in your browser. Your files never leave this device.

How it works

CSV in: an id column plus a text column of survey verbatims or ticket comments.

Rule editor: label = any / all / not keywords, or a regex rule with clear error reporting.

Multi-label matching in rule order, with hit counts and percentages per label.

Co-occurrence table shows which labels tend to appear together.

A deterministic seeded audit sample lets a second reviewer check the same records, and everything exports as a tagged CSV.