Map AI-visibility prompts to client services

Judges: A prompt in the AI visibility tracking set and the service catalog. Questions: choice:service - one entry per client service, plus none; choice:intent - local_provider_search, procedure_research, comparison, cost, safety. Action: Code groups prompt performance by service

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.3.52

Key facts

Vertical: Cross-industry
Function: SEO & AI search
Status: Idea
Volume: routine
Value: meaningful
Risk: low
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 “Map AI-visibility prompts to client services”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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