Detect counterfeit-risk language in listings

Judges: One listing description. Questions: noul:counterfeit_cue - "AAA grade", "replica", "same as". Action: Hold listing for trust-and-safety.

STop tier. Meets A, and the payoff is major with high confidence.5.22

Key facts

Vertical
E-commerce & retail
Function
E-commerce ops
Status
Idea
Volume
routine
Value
major
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 “Detect counterfeit-risk language in listings”?",
  "input": "<input to classify>",
  "output": "yes | no"
}

Related use cases

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