Marketing Cloud Intelligence Accredited Professional: AP-215 Exam

"Marketing Cloud Intelligence Accredited Professional", also known as AP-215 exam, is a Salesforce Certification. With the complete collection of questions and answers, BraindumpsPass has assembled to take you through 64 Q&As to your AP-215 Exam preparation. In the AP-215 exam resources, you will cover every field and category in Accredited Professional Certification Certification helping to ready you for your successful Salesforce Certification.

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  • Exam Code: AP-215
  • Exam Name: Marketing Cloud Intelligence Accredited Professional
  • Certification Provider: Salesforce
  • Corresponding Certification: Accredited Professional Certification
  • Updated: Aug 21, 2026
  • No. of Questions: 64 Questions & Answers with Testing Engine
  • Download Limit: Unlimited

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Salesforce AP-215 Exam Syllabus Topics:

SectionWeightObjectives
Data Harmonization3%- Standardization methods
- Pros and cons of harmonization approaches
- Cross-source alignment
Calculated Fields and Functions5%- Extract and transformation formulas
- VLOOKUP and FUZZYVLOOKUP
- Custom calculations
Data Permissions and Governance5%- Parent-child data setups
- Data update controls
- User access and roles
Performance and Troubleshooting5%- Common issues and fixes
- Monitoring and optimization
General Functionalities13%- Basic concepts and terminology
- Navigation and interface
- Core platform capabilities
Datasets and Data Views10%- Dataset creation and management
- View configuration and sharing
- Filtering and segmentation
Automation and Workflow5%- Workflow setup
- Automated distribution
Overarching Entities3%- Use cases and application scenarios
- Structure and configuration
Dashboards and Visualization15%- KPI and metric display
- Dashboard design and layout
- Chart types and usage
Data Mapping and Modeling5%- Dimensions and measures
- Data structure and relationships
- Source of truth configuration
Data Quality and Cleansing7%- Error handling and correction
- Duplicate management
- Validation rules
Data Integration and Ingestion12%- API and file-based import
- Data streams and connectors
- Refresh schedules and data flow
Reporting and Analytics12%- Insight generation and interpretation
- Attribution models
- Report creation and scheduling

Salesforce Marketing Cloud Intelligence Accredited Professional Sample Questions:

1. An implementation engineer has been asked to perform a QA for a newly created harmonization field, Color, implemented by a client.
The source file that was ingested can be seen below:

The client performed the below standard mapping:

As a final step, the client had created the field 'Color'. As can be seen, it is extracted from the Creative Name (after the '#' sign).
For QA purposes, you have queried a pivot table, with the following fields:
* Media Buy Key
* Media Buy Name
* In View Impressions
The final pivot is presented below:

A) A Harmonized dimension was created via a pattern over the Creative Name.
B) An EXTRACT formula (for Color) was written and mapped to a Creative custom attribute.
C) A calculated dimension was created with the formula: EXTRACT([Creative_Namel, #1)
D) An EXTRACT formula (for Color) was written and mapped to a Media Buy custom attribute.


2. What are two potential reasons for performance issues (when loading a dashboard) when using the CRM data stream type?

A) No mappable measurements - all measurements are calculated
B) Pacing - daily rows are being created for every lead and opportunity keys
C) The data is stored at the workspace level.
D) When a data stream type ''CRM - Leads' is created, another complementary 'CRM - Opportunity' is created automatically.


3. What are unstable measurements?

A) Measurements that are set with the LIFETIME aggregation function
B) Measurements for which Aggregation Settings are set as 'Not Auto' and Granularity is set as 'Not Empty'.
C) Measurements for which Aggregation Settings are set as 'Auto' and Granularity is set as 'None'.
D) Measurements for which Aggregation Settings are set as 'Not Auto' and Granularity is set as 'None'.


4. Which Marketing Cloud Intelligence field is considered an attribute and not a "variable"?

A) Device Browser
B) Device Category
C) Campaign Category
D) Geo Location


5. An implementation engineer is requested to integrate the following files:
File A:

File B:

The client would like to link the two files in order to view the two KPIS (Tasks Completed' and 'tasks Assignmed') alongside'Employee Name' and/or 'Squard'.
A Parent-Child configuration was set between the two.
Which two statements are correct?

A) Any one of the files can potentially be set as the Parent data stream
B) The two files were uploaded to a different Generic type
C) The two files cannot be joined as they hold different dates
D) The two files cannot be Joined as they hold different measurements
E) The join can be successful even if "empjd' isn't mapped and employee.name' is mapped to the same entity name in both data streams


Solutions:

Question # 1
Answer: B
Question # 2
Answer: A,B
Question # 3
Answer: D
Question # 4
Answer: B
Question # 5
Answer: A,E

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