Detect job-seeker and non-patient intent

Judges: A search term or ad-click query. Questions: noul:job_seeker_or_employment_intent; noul:non_buyer_intent - student, DIY, free, or research with no buying purpose. Action: Code adds exact negatives for confident cases and extends the starter employment list with new variant

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.4.73

Key facts

Vertical: Cross-industry
Function: Ads
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 “Detect job-seeker and non-patient intent”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

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