Data CloudBeginnercalculated-insightsmetrics
What is a calculated insight vs a standard attribute?
Real World Scenario
A PM wants "total orders last 30 days" on every profile for targeting. You explain calculated insights.
Expected Answer
• Standard attributes come directly from mapped source fields like city or email
• Calculated insights aggregate or compute values across related records
• Examples: order count, average order value, days since last login
• They refresh on a defined schedule for use in segments and personalization
• Define business-owned definitions so metrics match reporting elsewhere
Follow-Up Questions & Answers
Click to expand — each follow-up includes a direct, interview-ready answer
Repeated complex aggregations in every segment are slow and inconsistent. Calculated insights centralize logic once.
Architect Perspective
CI = reusable metric on the profile. That shorthand helps in fast interviews.