Whitespark versus BrightLocal tool choice

Judges: Audit summary line (count, accuracy, location count). Questions: choice:tool - whitespark, brightlocal, manual; noul:multi_location. Action: The decision lands in the SEO plan.

CA clean typed decision with low volume or low value, or too vague to act on.2.03

Key facts

Vertical
Cross-industry
Function
Local & reputation
Status
Idea
Volume
one-off
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 “Whitespark versus BrightLocal tool choice”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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