2026 Provide Updated Salesforce MCE-Dev-201 Dumps as Practice Test and PDF [Q44-Q59]

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2026 Provide Updated Salesforce MCE-Dev-201 Dumps as Practice Test and PDF

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Salesforce MCE-Dev-201 Exam Syllabus Topics:

Topic	Details
Topic 1	Programmatic Languages: This domain focuses on coding with AMPscript and Server-Side JavaScript including language syntax functions processing methods development best practices and programmatic subscriber exclusion during sends.
Topic 2	API: This domain addresses interacting with Marketing Cloud through SOAP and REST APIs including API objects methods routes OAuth authentication flows with access tokens and handling API responses.
Topic 3	Data Management: This domain covers importing data with various file formats writing SQL queries for data manipulation extracting data from Marketing Cloud applying SQL best practices managing send logs and understanding data impacts from contact deletion.
Topic 4	Security: This domain addresses data protection in Marketing Cloud including available security options and best practices for maintaining secure platform configurations.
Topic 5	Data Modeling: This domain covers structuring contact and subscriber data in Marketing Cloud including configuring the contact model understanding data extension types and uses managing contact records across channels and the contact deletion process.

Q44. A developer wants CloudPages to work with a REST API returning data in JavaScript Object Notation. The developer wants to efficiently ingest the data and write it to a data extension.
Which function should be used?

Server-Side 3avaScript function Stringify

Server-Side JavaScript function ParseJSON

AMPscript function BuildRowsetFromXML

AMPscript function BuildRowsetFromString

When working with a REST API that returns data in JavaScript Object Notation (JSON) and needing to efficiently ingest the data and write it to a data extension, the developer should use the Server-Side JavaScript function ParseJSON. This function parses a JSON string and converts it into a JavaScript object, which can then be manipulated and written to a data extension.
References:
Salesforce Marketing Cloud Server-Side JavaScript Guide
SSJS ParseJSON Function

Q45. Certification Aid created following AMPscript code: %%[ SET @var1 = 10 SET @var2 = 20 SET @var3 =
30 ]%% How can the three variables be summed up to evaluate to 60? Choose 1.

SET @total = Sum(@var1, @var2, @var3)

SET @total = Add(@var1, Add(@var2, @var3))

SET @total = Add(@var1, @var2, @var3)

SET @total = @var1 + @var2 + @var3

To sum up multiple variables in AMPscript, the Add function should be used. The Add function can be nested to handle multiple values.
* Example:
%%[ SET @total = Add(@var1, Add(@var2, @var3)) ]%%
Salesforce AMPscript Add Function

Q46. Which SSJS library can be used in email messages? Choose 1.

Both

Platform

None

Core

Q47. A developer built a complex dynamic email with many data variants. Rather than create test data manually, they want to use a subset of live data to validate the dynamic aspects of the email.
Which SQL function should be used to collect a representative sample from a larger data set?

HAVING

OVER

NTILE

To collect a representative sample from a larger data set, the developer should use the NTILE (C) SQL function. The NTILE function is used to distribute rows into a specified number of approximately equal-sized buckets or tiles, which can be useful for sampling purposes.
Example usage:
SELECT * FROM ( SELECT *, NTILE(10) OVER (ORDER BY SomeField) AS TileNumber FROM LargeDataSet ) AS Sample WHERE TileNumber = 1 This query divides the dataset into 10 tiles and selects rows from the first tile, effectively providing a sample.
References:
Salesforce Marketing Cloud SQL Reference
SQL NTILE Function

Q48. Northern Trail Outfitters is using a mobile campaign to collect email addresses of interested subscribers.
Using AMPScript’sAPI functions they will send a confirmation email when an email is texted into their short code.
Which two objects are required to successfully create a TriggeredSend object? Choose 2 answers

Subscribers

TriggeredSendDefinition

Attribute

Contact

To successfully create a TriggeredSend object using AMPscript’s API functions to send a confirmation email when an email is texted into their shortcode, the following objects are required:
* Subscribers (A) – Represents the individual recipients who will receive the triggered email.
* TriggeredSendDefinition (B) – Defines the parameters of the triggered send, including the email to be sent and the associated attributes.
References:
Salesforce Marketing Cloud Triggered Send
Salesforce Marketing Cloud AMPscript API Functions

Q49. Which AMPscript function group could most negatively Impact send processing?

String functions

Data extension functions

Date Time

Math functions

Data extension functions in AMPscript, such as LookupRows, LookupOrderedRows, and UpdateDE, can most negatively impact send processing because they involve querying and manipulating data extensions.
These operations can be resource-intensive and time-consuming, especially when dealing with large data sets.
Salesforce AMPscript Functions

Q50. Certification Aid wants to import data from a CSV file into a Data Extension. The CSV filecontains all relevant data. New records should be added to the Data Extension, and records which are not in the file should be removed from the Data Extension. Which import operation should be chosen for this? Choose 1.

Add only

Overwrite

Add andupdate

Update only

The “Overwrite” import operation is used when you want to completely replace the contents of a Data Extension with the contents of the import file. This operation adds new records from the file and removes any records that are not present in the file.
* Overwrite Operation: This will ensure that the Data Extension contains only the records present in the CSV file. Any existing records in the Data Extension that are not in the file will be deleted.
Salesforce Marketing Cloud Import Activity

Q51. Northtrn Trail Outfitters has set up their North American business unit to unsubscribe at the business unit level.
Which dataview would they query to identify all subscribers who are unsubscribed from that Business Unit?

ListSubscribers

ENT._Subscribers

_BusinessUnitUnsubscribes

.Subscribers

To identify all subscribers who are unsubscribed from a specific Business Unit, the correct Data View to query is ListSubscribers (A). This Data View contains information about the subscription status of subscribers at the list level, including unsubscribe status for specific Business Units.
References:
Salesforce Marketing Cloud Data Views
ListSubscribers Data View

Q52. NTO wants toexclude sends to specific subscribers based on a business rule, which is defined in an Exclusion Script. Which three types of sends would support this functionality? Choose 3

Journey Builder Send Email Activity

Content Builder Send Flow

Send Marketing Cloud Email in Sales or Service Cloud

Journey Builder Send SMS Activity

Automation Studio Send Email Activity

Exclusion Scripts are used to exclude subscribers from email sends based on specific criteria. This functionality can be applied in various sending scenarios within Salesforce Marketing Cloud.
* Journey Builder Send Email Activity: In Journey Builder, exclusion scripts can be applied to Email Activities to ensure specific subscribers are excluded based on the business rules.
Salesforce Journey Builder Email Activity
Content Builder Send Flow: When sending emails through Content Builder, exclusion scripts can be used to filter out subscribers who meet the exclusion criteria.
Reference: Salesforce Content Builder Send Flow
Automation Studio Send Email Activity: In Automation Studio, email send activities can utilize exclusion scripts to exclude specific subscribers.
Reference: Salesforce Automation Studio Send Email

Q53. A new record is appendedto the Orders data extension each time a customer makes a purchase. Which SQL statement would select a unique list of subscribers who have made multiple purchases?

SELECT TOP 1 SubscriberKey FROM Orders

SELECT DISTINCT SubscriberKey FROM Orders

SELECT SubscriberKey FROM Orders GROUP BY SubscriberKey

SELECT SubscriberKey FROM Orders GROUP BY SubscriberKey HAVING COUNT(*)>1

To select a unique list of subscribers who have made multiple purchases, the developer should use the following SQL statement:
SELECT SubscriberKey FROM Orders GROUP BY SubscriberKey HAVING COUNT(*) > 1 This query groups the records by SubscriberKey and selects only those groups where the count of records is greater than one, indicating multiple purchases.
References:
SQL GROUP BY Statement
SQL HAVING Clause

Q54. Whichencryption methods are supported in file imports? Choose 2.

PGP

GPG

AES

SSH

Q55. A developer is managing the data model programmatically and needs to access Attribute Group schema via the API. Which API should the developer use?

Bulk

SOAP

XML

REST

To manage the data model programmatically and access the Attribute Group schema, the REST API should be used. The REST API provides endpoints to interact with and retrieve information about Attribute Groups and their schemas.
Salesforce REST API

Q56. A developer is implementing a custom profile center and using the LogUnsubEvent request. Which parameter is required for the event to be tied to the appropriate send?

JobID

ListID

Unsub Reason

SubscriberKey

The JobID parameter is required for the LogUnsubEvent request to be tied to the appropriate send. The JobID uniquely identifies the email job that was sent, allowing the system to accurately log the unsubscribe event for that specific send.
* JobID: This parameter ensures that the unsubscribe event is correctly associated with the email send job.
Salesforce LogUnsubEvent Documentation

Q57. A marketer is sending an email with dynamic content contained in a series of conditionals.
Which AMPscript function should be used to track the different versions of the content within the email?

ContentArea

BeginImpressionRegion

ContentAreaByName

ContentBlockName

To track different versions of content within an email using dynamic content contained in a series of conditionals, the marketer should use the BeginImpressionRegion AMPscript function. This function marks the beginning of a region of content to track impressions, making it easier to analyze which versions of the content were viewed.
References:
Salesforce Marketing Cloud AMPscript Guide: BeginImpressionRegion
Tracking Dynamic Content in Emails

Q58. A developer is leveraging the SOAP API to dynamically display Profile and PreferenceAttributes in a custom profile center. Which method could be used to support the dynamic functionality?

Describe

Extract

Perform

Configure

The Describe method in the SOAP API provides metadata about the objects available in the system, including Profile and Preference Attributes. This method can be used to dynamically retrieve and display these attributes in a custom profile center.
* Describe Method: This method returns the schema of the objects, including fields and their properties, which can be used to dynamically generate forms and interfaces.
Salesforce SOAP API Describe Method

Q59. Northern Trail Outfitters sends a weekly email with dynamic content, and they want to record custom data inside a send log on each send to record what content was displayed and correlation flags.
What is the maximum number of custom data points recommended by Salesforce to ensure sends speeds are not affected when inserting into the built-in send log?

20 fields or less

10 fields or less

No limit

5 fields or less

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