Limited decision-making involves some evaluation but relies heavily on heuristics and prior knowledge. Effort is moderate.

Examples in Action

  • Comparing a small number of options
  • Skimming reviews or features
  • Relying on trusted cues

Typical Outcomes / Results

  • Balanced speed and consideration
  • Sensitivity to clarity and trust signals

Moderate friction tolerance

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