Mine reviews and DMs for voice-of-customer language

Judges: One sentence from a review, intake transcript, or DM. Questions: choice:motive - appearance, confidence, fear_or_safety, convenience, social_proof, price_or_value, other; noul:usable_prospect_language - phrased as a prospect would say it, not clinical. Action: Code groups

AA clean typed decision (yes/no, a pick from a list, or a level on a scale) that is concrete, repeats routinely, and has meaningful value.4.17

Key facts

Vertical
Cross-industry
Function
Health admin
Status
Idea
Volume
routine
Value
meaningful
Risk
moderate
Evidence
—
Flags
None

Build this with a classifier

Define a typed decision with a bounded answer, then evaluate it on examples.

{
  "decision_type": "choice",
  "question": "Does this input match the decision in “Mine reviews and DMs for voice-of-customer language”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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