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Salesforce Marketing Cloud Intelligence Accredited Professional : AP-215
Exam Code: AP-215
Exam Name: Marketing Cloud Intelligence Accredited Professional
Updated: Oct 05, 2026
Q & A: 64 Questions and Answers
AP-215 Free Demo download
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Salesforce AP-215 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Permissions and Governance | 5% | - User access and roles - Parent-child data setups - Data update controls |
| Topic 2: Data Harmonization | 3% | - Cross-source alignment - Pros and cons of harmonization approaches - Standardization methods |
| Topic 3: Data Integration and Ingestion | 12% | - Refresh schedules and data flow - API and file-based import - Data streams and connectors |
| Topic 4: Calculated Fields and Functions | 5% | - VLOOKUP and FUZZYVLOOKUP - Extract and transformation formulas - Custom calculations |
| Topic 5: Data Quality and Cleansing | 7% | - Duplicate management - Error handling and correction - Validation rules |
| Topic 6: General Functionalities | 13% | - Core platform capabilities - Navigation and interface - Basic concepts and terminology |
| Topic 7: Automation and Workflow | 5% | - Workflow setup - Automated distribution |
| Topic 8: Reporting and Analytics | 12% | - Report creation and scheduling - Attribution models - Insight generation and interpretation |
| Topic 9: Data Mapping and Modeling | 5% | - Dimensions and measures - Data structure and relationships - Source of truth configuration |
| Topic 10: Performance and Troubleshooting | 5% | - Common issues and fixes - Monitoring and optimization |
| Topic 11: Dashboards and Visualization | 15% | - Chart types and usage - Dashboard design and layout - KPI and metric display |
| Topic 12: Overarching Entities | 3% | - Use cases and application scenarios - Structure and configuration |
| Topic 13: Datasets and Data Views | 10% | - Filtering and segmentation - Dataset creation and management - View configuration and sharing |
Salesforce Marketing Cloud Intelligence Accredited Professional Sample Questions:
Question #1
A client Ingested the following We into Marketing Cloud Intelligence:
The mapping of the above file can be seen below:
Date - Day
Media Buy Key - Media Buy Key
Campaign Name - Campaign Name
Campaign Group -. Campaign Custom Attribute 01
Clicks -> Clicks
Media Cost -> Media Cost
Campaign Planned Clicks -> Delivery Custom Metric 01
The client would like to have a "Campaign Planned Clicks" measurement.
This measurement should return the "Campaign Planned Clicks" value per Campaign, for example:
For Campaign Name 'Campaign AAA", the "Campaign Planned Clicks" should be 2000, rather than 6000 (the total sum by the number of Media Buy keys).
In order to create this measurement, the client considered multiple approaches. Please review the different approaches and answer the following question:
Which two options will yield a false result:
- A. Option 2
- B. Option 5
- C. Option 1
- D. Option 3
- E. Option 4
Correct Answer: B,C 🗳️
Explanation: Only visible for PassTorrent members. You can sign-up / login (it's free).
Question #2
Which two statements are correct regarding variable Dimensions in marketing Cloud intelligence's data model?
- A. These are stand alone dimensions that pertain to the data set itself rather than to a specific entity
- B. Variable Dimensions hold a Many-to-Many relationship with its main entity
- C. All variables exist in every data set type, hence are considered as overarching dimensions
- D. These dimensions are stored at the workspace level
Correct Answer: B,D 🗳️
Explanation: Only visible for PassTorrent members. You can sign-up / login (it's free).
Question #3
A technical architect is provided with the logic and Opportunity file shown below:
The opportunity status logic is as follows:
For the opportunity stages "Interest", "Confirmed Interest" and "Registered", the status should be "Open".
For the opportunity stage "Closed", the opportunity status should be closed.
Otherwise, return null for the opportunity status.
Given the above file and logic and assuming that the file is mapped in a GENERIC data stream type with the following mapping:
"Day" - Standard "Day" field
"Opportunity Key" > Main Generic Entity Key
"Opportunity Stage" - Generic Entity key 2
A pivot table was created to present the count of opportunities in each stage. The pivot table is filtered on Jan 7th -11th.Which option reflects the stage(s) the opportunity key 123AA01 is associated with?
- A. Confirmed interest
- B. Confirmed Interest & Registered
- C. Interest & Registered
- D. interest
Correct Answer: C 🗳️
Explanation: Only visible for PassTorrent members. You can sign-up / login (it's free).
Question #4
Your client is interested in ingesting the below file:
The client decided to upload the file to a new generic data stream type and map 'Date' to 'Day' and 'Number of Topics' to a generic custom metric.
In regards to the fields 'Meeting Code' and 'Meeting Name', your client is debating several options.
Which two options would you recommend in order to avoid data loss?
- A. 'Meeting Code' will be mapped to 'Main Generic Entity Key'.
'Meeting Name' will be mapped to 'Generic Entity 2 Key'. - B. 'Meeting Code' will be mapped to 'Main Generic Entity Key'.
'Meeting Name' will be mapped to 'Main Generic Entity custom attribute'. - C. 'Meeting Code' will be mapped to 'Main Generic Entity custom attribute'.
'Meeting Name' will be mapped to 'Generic Entity Key' - D. Concatenation of both 'Meeting Code' and 'Meeting Name' will be mapped to 'Main Generic Entity Key'.
'Meeting Code' will be mapped to 'Main Generic Entity Attribute 1'. - E. 'Meeting Code' will be mapped to 'Main Generic Entity Attribute 1'.
'Meeting Name' will be mapped to 'Main Generic Entity Attribute 2'.
Correct Answer: B,D 🗳️
Explanation: Only visible for PassTorrent members. You can sign-up / login (it's free).
Question #5
A technical architect is provided with the logic and Opportunity file shown below:
The opportunity status logic is as follows:
For the opportunity stages "Interest", "Confirmed Interest" and "Registered", the status should be "Open".
For the opportunity stage "Closed", the opportunity status should be closed Otherwise, return null for the opportunity status.
Given the above file and logic and assuming that the file is mapped in a generic data stream type with the following mapping
"Day" - Standard "Day" field
"Opportunity Key" > Main Generic Entity Key
"Opportunity Stage" + Generic Entity Key 2
A pivot table was created to present the count of opportunities in each stage. The pivot table is filtered on Jan 7th - 11th. Which option reflects the stage(s) the Opportunity key 123AA01 is associated with?
- A. Confirmed Interest & Registered
- B. Registered
- C. Interest & Registered
- D. Interest
- E. Confirmed Interest
Correct Answer: C 🗳️
Explanation: Only visible for PassTorrent members. You can sign-up / login (it's free).
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