Zero-shot landing page intent

Classifies visitor search intent and personalizes page copy without retraining using natural language descriptions of intent categories.

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.5.12

Key facts

Vertical
Cross-industry
Function
Personalization & CRO
Status
Seen in the wild
Volume
high
Value
meaningful
Risk
moderate
Evidence
described plan
Flags
check-fit

Source: https://insertchat.com/glossary/zero-shot-classification

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 “Zero-shot landing page intent”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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