Judge whether an AI answer cites or mentions the client

Judges: An AI assistant answer and the client name plus aliases. Questions: noul:client_mentioned; choice:position - recommended, listed_among_options, mentioned_negatively, absent; noul:citation_supports_the_claim. Action: Code computes AI share of voice per prompt and flags neg

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.4.68

Key facts

Vertical: Cross-industry
Function: SEO & AI search
Status: Idea
Volume: high
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 “Judge whether an AI answer cites or mentions the client”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

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