Interpret rank-drop analyst notes into diagnostic families

Judges: An analyst's short note on a ranking drop. Questions: choice:family - algo_update_timing, lost_backlinks, competitor_improvement, thin_content_or_cannibalisation, technical_regression, unknown. Action: Code orders the diagnostic checklist by family and attaches the matchi

CA clean typed decision with low volume or low value, or too vague to act on.3.19

Key facts

Vertical
Cross-industry
Function
SEO & AI search
Status
Idea
Volume
occasional
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 “Interpret rank-drop analyst notes into diagnostic families”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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