Data 360 Consultant Act ON Data Practice Question
A Data Cloud Consultant is configuring an activation that includes optional activation attributes. Some profile records do not have values for these optional attributes. How does Data Cloud treat null attribute values in the exported activation payload?
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
✓
Data Cloud exports null attributes as empty strings or omits them based on the activation target schema configuration.
Depending on the activation target configuration, null values are either excluded, exported as blank strings, or omitted from the payload schema.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Data Cloud automatically populates missing values with default system placeholder text such as 'N/A'.
Why it's wrong here
Data Cloud preserves null states rather than injecting artificial default text like 'N/A'.
- ✗
The entire activation publish job fails with a schema validation error.
Why it's wrong here
Missing attribute values do not cause job failure unless specifically marked as mandatory system keys.
- ✗
Profiles with missing attributes are automatically dropped from the segment entirely.
Why it's wrong here
Missing optional attributes do not disqualify a profile from segment membership.
- ✓
Data Cloud exports null attributes as empty strings or omits them based on the activation target schema configuration.
Why this is correct
Target configurations dictate how null or missing attribute values are formatted in the output payload.
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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
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