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Exam Code: AP-215
Exam Name: Marketing Cloud Intelligence Accredited Professional
Updated: Aug 17, 2026
Q & A: 64 Questions and Answers
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| Section | Objectives |
|---|---|
| Data Visualization and Dashboards | - Calculated Measurements
|
| Reports and Activation | - Report Types
|
| Data Integration and Configuration | - Data Ingestion
|
| Data Harmonization and Data Model | - Data Classification
|
| Marketing Intelligence Platform Fundamentals | - Administration and Security
|
1. A client would like to integrate the following two sources:
Google Campaign Manager:
IAS:
After configuring a Parent-Child relationship between the files, which query should an implementation engineer run in order to QA the setup?
A) Media Buy Type, Media Buy Name, Impressions, Analyzed Impressions
B) Creative Name, Impressions, Analyzed Impressions
C) Media Buy Name, Impressions
D) Media Buy Type, Analyzed Impressions
2. 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:
The client suggested to create, without any mapping manipulations, several patterns via the harmonization center that will generate two Harmonized Dimensions:
Exam ID
Exam Topic
Given the above information, which statement is correct regarding the ability to implement this request with the above suggestion?
A) The solution will work - the client will be able to view Exam Topic with Email Sends.
B) The above Patterns setup will not work for this use case.
C) The Harmonized field for Exam ID is redundant. One Harmonized dimension for Exam Topic is enough for a sustainable and working solution
D) Only if 5 different Patterns are created, from 5 different fields - the solution will work.
3. A client's data consists of three data sources - Facebook Ads, LinkedIn Ads and Google Campaign Manager.
Notes:
* The client is planning on adding an additional 100 Facebook Ads data streams and 50 more LinkedIn Ads data streams.
* The final volume of data in the workspace will be 5M rows
* Each data source has a naming convention and it can be assumed that any additional profile (i.e. Data Stream) from one of these sources will follow the same naming convention.
The client provided the following sample files:
Facebook Ads:

The client would like to create a new harmonization field named "Market," which will only be coming from Facebook Ads and LinkedIn Ads. The logic for
"Market" is the following:
IF Media Buy Type is equal to "TypeB" or "TypeC" or "TypeD"
Return 'Europe'
ELSE
Return 'Rest Of The World'
In order to create the harmonization field Market, the client considers using either Mapping Formula, Calculated Dimension, VLOOKUP or Patterns.
Considering maintenance and scalability, which option is recommended?
A) Patterns
B) Mapping Formulas
C) Calculated Dimension
D) vLookuP
4. An implementation engineer has been provided with the below dataset:
*Note: CPC = Cost per Click
Formula: Cost / Clicks
Which action should an engineer take to successfully integrate CPC?
A) Populate the logic within a custom measurement. No need to change Aggregation.
B) Populate the logic within a custom measurement. Set Aggregation to AVG.
C) Populate the logic within a custom measurement. Set Aggregation to SUM.
D) Unmap it, as Datorama will calculate it automatically.
5. 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 1
B) Option 4
C) Option 2
D) Option 5
E) Option 3
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: C | Question # 3 Answer: A | Question # 4 Answer: A | Question # 5 Answer: A,D |
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