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Salesforce AP-215 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Marketing Use Cases and Activation | - Business reporting use cases - Cross-channel marketing insights - Campaign performance analysis |
| Topic 2: Data Ingestion and Integration | - Data sources and connectors - Data ingestion processes - Data synchronization and scheduling |
| Topic 3: Analytics and Dashboarding | - Insights and reporting - Visualization best practices - Dashboard creation and configuration |
| Topic 4: Data Quality and Troubleshooting | - Data validation and monitoring - Performance optimization - Error handling and debugging |
| Topic 5: Data Modeling and Transformation | - Metrics and dimensions configuration - Data model structure and schema design - Normalization and harmonization |
| Topic 6: Administration and Security | - Platform configuration - Data access control - User roles and permissions |
Salesforce Marketing Cloud Intelligence Accredited Professional Sample Questions:
1. Client has provided sample flies of their data from the following data sources:
Google Campaign Manager
Below are the requirements from the client and additional information:
* The sources are linked to each other by shared Media Buy names.
* In addition-to the mutual Media Buys, the sources contain campaign and site values. However, the client would like to see the campaign/site values coming from Google CM and not from Google DV360.
* The source of truth for cost is Google DV360.
As a first step, a Parent-Child relationship was created between the two files, and the following mapping was performed, within both data streams:
Please note:
* All other measurements were mapped as well to the appropriate fields.
* No other mapping manipulations or formulas were implemented.
How many records will the merged table hold?
A) 3
B) Depends on the Data Updates Permissions
C) 8
D) 4
2. 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) 
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" - 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) 3
B) 2
C) 1
D) 0
4. An implementation engineer is requested to extract the first three-letter segment of the Campaign Name values.
For example:
Campaign Name: AFD@Mulop-1290
Desired outcome: AFD
Other examples:
Which formula will return the desired values?
A) EXTRACT(EXTRACT(csv['campaign_name]]/@',1),-,0)
B) EXTRACT(csv[campaign_name!;@',1)
C) EXTRACT(csv[campaign_name'],-,0)
D) LEFT(EXTRACT(csy['campaign_name]],~',0),3)
E) LEFT(EXTRACT(csv[campaign_name'}/-',1),3)
5. What is the relationship between "Media Buy Key" and "Campaign Key"?
A) One-to-many (one Media Buy Key has many Campaign Keys)
B) Many-to-one (one Campaign Key has many Media Buy Keys)
C) One-to-one
D) Many-to-many
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: A | Question # 3 Answer: D | Question # 4 Answer: B | Question # 5 Answer: B |





