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Salesforce AP-215 : Marketing Cloud Intelligence Accredited Professional

AP-215

Exam Code: AP-215

Exam Name: Marketing Cloud Intelligence Accredited Professional

Updated: Aug 23, 2026

Q & A: 64 Questions and Answers

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Salesforce AP-215 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Data Quality and Cleansing7%- Duplicate management
- Validation rules
- Error handling and correction
Topic 2: Data Mapping and Modeling5%- Dimensions and measures
- Data structure and relationships
- Source of truth configuration
Topic 3: Data Harmonization3%- Standardization methods
- Cross-source alignment
- Pros and cons of harmonization approaches
Topic 4: Calculated Fields and Functions5%- Custom calculations
- VLOOKUP and FUZZYVLOOKUP
- Extract and transformation formulas
Topic 5: Reporting and Analytics12%- Attribution models
- Report creation and scheduling
- Insight generation and interpretation
Topic 6: Datasets and Data Views10%- View configuration and sharing
- Dataset creation and management
- Filtering and segmentation
Topic 7: Data Permissions and Governance5%- Parent-child data setups
- Data update controls
- User access and roles
Topic 8: Data Integration and Ingestion12%- Data streams and connectors
- API and file-based import
- Refresh schedules and data flow
Topic 9: Overarching Entities3%- Structure and configuration
- Use cases and application scenarios
Topic 10: General Functionalities13%- Navigation and interface
- Basic concepts and terminology
- Core platform capabilities
Topic 11: Automation and Workflow5%- Workflow setup
- Automated distribution
Topic 12: Performance and Troubleshooting5%- Monitoring and optimization
- Common issues and fixes
Topic 13: Dashboards and Visualization15%- KPI and metric display
- Chart types and usage
- Dashboard design and layout

Salesforce Marketing Cloud Intelligence Accredited Professional Sample Questions:

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 3
C) Option 5
D) Option 4
E) Option 1


2. 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 assume that the file is mapped in the OPPORTUNITIES Data Stream type with the following mapping:
"Day" - "Created Date"
"Opportunity Key" + Opportunity Key
"Opportunity Stage" - Opportunity Stage
A pivot table was created to present the count of opportunities in each stage. The pivot table is filtered on Jan 11th. What is the number of 'opportunities in the Confirmed Interest stage?

A) 1
B) 2
C) 0
D) 3


3. An implementation engineer has been provided with 4 different source files: 03m 16s
1. Twitter Ads
2. Creative Classification
3. Placement Classification
4, Campaign Category Classification
The main source is Twitter Ads (which includes various fields and KPIs), and the rest are classification files that connect to Twitter Ads and enrich different fields within it.
The connections between the files are described as follows:
1st Party Creative Classification
File structure/headers:

Creative ID - links back to Creative Key (Twitter Ads)
1st Party Placement Classification &
File structure/headers:

Category - links back to Campaign Category (Twitter Ads)
Which proposed solution meets the client's requirements for the above use case?

A)

B)

C)

D)


4. A client's data consists of three data streams as follows:
Data Stream A:

* The data streams should be linked together through a parent-child relationship.
* Out of the three data streams, Data Stream C is considered the source of truth for both the dimensions and measurements.
* Data Stream C was set as a 'Parent', and the 'Override Media Buy Hierarchy' checkbox is checked What should the Data Updates Permissions be set to for Data Stream B?

A) There is no difference, all permissions will have a similar effect given the scenario.
B) Inherit Attributes and Hierarchies
C) Update Attributes
D) Update Attributes and Hierarchies


5. A client has provided you with sample files of their data from the following data sources:
1.Google Analytics
2.Salesforce Marketing Cloud
The link between these sources is on the following two fields:
Message Send Key
A portion of: web_site_source_key
Below is the logic the client would like to have implemented in Datorama:
For 'web site medium' values containing the word "email" (in all of its forms), the section after the "_" delimiter in 'web_site_source_key' is a 4 digit number, which matches the 'Message Send Key' values from the Salesforce Marketing Cloud file. Possible examples of this can be seen in the following table:
Google Analytics:

Salesforce Marketing Cloud:

The client's objective is to visualize the mutual key values alongside measurements from both files in a table.

In order to achieve this, what steps should be taken?

A) Upload the two files and create a Parent-Child relationship between them. The Override Media Buy Hierarchy checkbox is checked in Google Analytics.
B) Create a Web Analytics Site Source custom attribute and populate it with the extraction logic. Create a Data Fusion between the newly created attribute and the Message Send Key.
C) Within both files, map the desired value to Custom Classification Key as follows Salesforce Marketing Cloud: map entire Message Key to Custom Classification Key.
Google Analytics: map the extraction logic to Custom Classification Key.
D) Create a Web Analytics Site custom attribute and populate it with the extraction logic. Create a Data Fusion between the newly created attribute and the Message Send Key.


Solutions:

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

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