Classify competitor ad offers for test ideas

Judges: One competitor ad or landing-page claim captured from a transparency tool. Questions: choice:offer_type - free_consult, financing, price_anchor, guarantee, credential_proof, urgency, other; noul:compliance_risky_for_medical. Action: Code logs offers as test inputs and dro

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.4.10

Key facts

Vertical: Cross-industry
Function: Ads
Status: Idea
Volume: routine
Value: meaningful
Risk: high
Evidence: —
Flags: human-review

Build this with a classifier

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

{
  "decision_type": "yes_no",
  "question": "Does this input match the decision in “Classify competitor ad offers for test ideas”?",
  "input": "<input to classify>",
  "output": "yes | no"
}

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