Collection page assembly from prebuilt blocks

Judges: Visitor session summary (referrer, search term, last page). Questions: choice:hero_block - [blocks menu]; choice:badge - [free_shipping,bestseller,sale,none]. Action: Assemble page from prebuilt blocks; no LLM at runtime.

CA clean typed decision with low volume or low value, or too vague to act on.3.61

Key facts

Vertical
E-commerce & retail
Function
Personalization & CRO
Status
Idea
Volume
routine
Value
minor
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 “Collection page assembly from prebuilt blocks”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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