Data 360 Consultant Practice Question: A marketer wants to create a segment of High-Value customers based on a Calculated…
A marketer wants to create a segment of High-Value customers based on a Calculated Insight (CI) named 'Customer_Lifetime_Spend_CI'. The CI calculates total spend per individual. When the consultant attempts to add this Calculated Insight as a filter criteria in the Segment Canvas, the CI is not available for selection. What is the most likely cause?
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
The Calculated Insight has not been published or does not include the Individual DMO as a dimension.
Calculated Insights must be published and include the Individual or Profile dimension in order to be used in segmentation. If the CI does not include the primary DMO (like Individual) or has not been successfully processed and published, it will not appear as an attribute in the Segment Canvas.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Calculated Insights can only be used in segments if they are aggregated over a streaming DMO.
Why it's wrong here
Calculated Insights can be computed over batch or streaming data model objects; streaming aggregation is not a prerequisite for segmentation use. Restricting to streaming DMOs suits real-time, event-driven metrics, not the typical batch lifetime-spend calculation described here.
- ✓
The Calculated Insight has not been published or does not include the Individual DMO as a dimension.
Why this is correct
Segment filters can only reference published Calculated Insights built on the Individual DMO. An unpublished CI, or one lacking Individual as a dimension, cannot be selected in the Segment Canvas, explaining why Customer_Lifetime_Spend_CI is unavailable.
- ✗
The user creating the segment lacks permission to view Calculated Insights metadata.
Why it's wrong here
Missing metadata permission would hide the CI from the user entirely, but the stem describes a CI that exists and is expected to be selectable; segmentation filters require the CI to be published and mapped to a profile or engagement data model object. Permission issues suit troubleshooting visibility of unrelated assets.
- ✗
Calculated Insights must be converted to a Data Graph before they can be referenced in segmentation.
Why it's wrong here
Data Graphs are a separate harmonisation construct for identity resolution; Calculated Insights are referenced in segmentation directly once their output is mapped to a data model object. Converting to a Data Graph suits unifying disparate source profiles, not exposing computed metrics to segment filters.
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Written and reviewed by Johnson Ajibi, MSc IT Security
Security Systems Architect · founder of Courseiva
Last reviewed August 2026 · checked against the official Salesforce exam blueprint
This Data 360 Consultant practice question is part of Courseiva's free Salesforce certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the Data 360 Consultant exam.