Data 360 Consultant Segmentation And Insights Practice Question
A Data Cloud Consultant needs to create a segment of customers who have made a purchase in the last 30 days and have an active subscription. However, the purchase data updates in real time via streaming ingestion, while the subscription data is batch-loaded nightly. Which segment type and refresh strategy should the consultant configure?
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
✓
Configure a batch segment with a scheduled daily refresh to evaluate both streaming and batch data sources simultaneously.
Streaming segments evaluate criteria as streaming data arrives, but they rely on streaming-enabled DMOs. To combine streaming purchase data and batch subscription data effectively for frequent evaluation, a batch segment with a scheduled refresh is typically used, or a streaming segment if all source DMOs support streaming. In Data Cloud, mixing streaming and batch requires understanding that segment publication schedules apply to the segment definition. However, if real-time evaluation against a streaming source is needed, a streaming segment is appropriate. For mixed batch and streaming, a batch segment scheduled hourly or daily is the most robust way to ensure all batch-loaded subscription attributes are fully processed.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Create two separate segments (one streaming for purchases and one batch for subscriptions) and combine them using a segment container union.
Why it's wrong here
Segment unions combine criteria, but mixing segment types directly at the publish level like this is not the standard architectural pattern for synchronizing disparate batch and streaming cadences.
- ✗
Use a Calculated Insight to merge the two datasets before building a streaming segment.
Why it's wrong here
Calculated Insights can be used in segmentation, but streaming segments cannot directly use Calculated Insights as a source criteria in the same way batch segments can.
- ✗
Configure a streaming segment with a 1-hour refresh interval to capture the nightly batch updates.
Why it's wrong here
Streaming segments do not refresh on a scheduled interval like batch segments; they evaluate profile updates continuously as data flows into streaming DMOs.
- ✓
Configure a batch segment with a scheduled daily refresh to evaluate both streaming and batch data sources simultaneously.
Why this is correct
Batch segments process data on a scheduled basis, ensuring that nightly batch updates and historical streaming data are fully reconciled and evaluated together.
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JA
Written and reviewed by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · 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.