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Predicting Consumer Behavior

Market Intelligence

Intent signals are fragmentary and noisy—until you aggregate across channels and interpret them with context.

Signals to watch

  • Search, social, and conversational patterns
  • Product Q&A and support interactions
  • Partner ecosystem trends

From signal to action

  • Build a feature store for intent
  • Use weak-supervision to label patterns
  • Close the loop with activation