Salesforce AP-215 dumps - in .pdf

AP-215 pdf
  • Exam Code: AP-215
  • Exam Name: Marketing Cloud Intelligence Accredited Professional
  • Updated: Sep 09, 2026
  • Q & A: 64 Questions and Answers
  • PDF Price: $59.99
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  • Exam Code: AP-215
  • Exam Name: Marketing Cloud Intelligence Accredited Professional
  • Updated: Sep 09, 2026
  • Q & A: 64 Questions and Answers
  • PDF Version + PC Test Engine + Online Test Engine
  • Value Pack Total: $119.98  $79.99
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Salesforce AP-215 dumps - Testing Engine

AP-215 Testing Engine
  • Exam Code: AP-215
  • Exam Name: Marketing Cloud Intelligence Accredited Professional
  • Updated: Sep 09, 2026
  • Q & A: 64 Questions and Answers
  • Software Price: $59.99
  • Testing Engine

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Salesforce AP-215 Exam Syllabus Topics:

SectionObjectives
Data Modeling and Transformation- Data model structure and schema design
- Metrics and dimensions configuration
- Normalization and harmonization
Data Quality and Troubleshooting- Error handling and debugging
- Performance optimization
- Data validation and monitoring
Administration and Security- Platform configuration
- Data access control
- User roles and permissions
Analytics and Dashboarding- Visualization best practices
- Dashboard creation and configuration
- Insights and reporting
Marketing Use Cases and Activation- Business reporting use cases
- Campaign performance analysis
- Cross-channel marketing insights
Data Ingestion and Integration- Data sources and connectors
- Data synchronization and scheduling
- Data ingestion processes

Salesforce Marketing Cloud Intelligence Accredited Professional Sample Questions:

Question 1

A client has integrated data from Facebook Ads, Twitter Ads, and Google Ads in Marketing Cloud Intelligence. For each data source, the data follows a naming convention as shown below:
Facebook Ads Naming Convention - Campaign Name:
Camp|D_CampName#Market_Objective#TargetAge_TargetGender
Twitter Ads Naming Convention - Media Buy Name:
Market|TargetAge|Objective|OrderID
' Google Ads Naming Convention - Media Buy Name:
Buying Type_Market_Objective
The client wants to harmonize their data on the common fields between these two platforms (i.e. Market and Objective) using the Harmonization 'Center.
In addition to the previous details, the client provides the following data sample:


Logic specification:
If a value is not present in the Validation List, return "Not Valid"
If a value is not present in the Classification File, return "Unclassified".
If the Harmonization center is used to harmonize the above data and files, what table will show the final output?

A.

B.

C.

D.


Question 2

After uploading a standard file into Marketing Cloud intelligence via total Connect, you noticed that the number of rows uploaded (to the specific data stream) is NOT equal to the number of rows present in the source file. What are two resource that may cause this gap?

A. The file does not contain any measurements (dimension only)
B. All mapped Measurements for a given row have values equal to zero
C. The source file does not contain the media Buy entity
D. Main entity is not mapped


Question 3

Your client would like to create a new harmonization field - Exam Topic.
The below table represents the harmonization logic from each source.

As can be seen from the table there are in fact two fields that hold a certain connection: Exam ID and Exam Topic. The connection indicates that where an Exam ID is found -a single Exam Topic value is associated with it.
The Client has a requirement to be able to view measurements from all data sources sliced by Exam Topic values as seen in the following example:

Which harmonization feature should an Implementation engineer use to meet the client's requirement?

A. Fusion
B. Calculated dimensions
C. Transformers
D. Parent Chile
E. Custom Classification


Question 4

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" - Main Generic Entity Attribute
"Opportunity Count" - Generic Custom Metric
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 Interest stage?

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


Question 5

Which two statements are correct regarding LiteConnect?

A. All of the dimensions mapped within a LiteConnect data stream are considered overarching entities.
B. The dataset does not conform to the standard data model
C. Data coming from LiteConnect cannot be harmonized with the rest of the workspace data via the harmonization center at a later step.
D. It does not require any identification of entities, keys or any other categorization.


Solutions:

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

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