[Jun 06, 2026] MCE-Dev-201 Dumps PDF and Test Engine Exam Questions - BraindumpsIT

Verified MCE-Dev-201 exam dumps Q&As with Correct 198 Questions and Answers

NEW QUESTION # 83
In which three ways should a developer optimize a query activity if it is currently timing out? Choose 3

• A. Use intrisic functions in the WHERE clause
• B. Use Primary key(s) on fields used in joins
• C. Use intermediate tables to stage data
• D. Use SELECT * to include all fields
• E. Only update records that have changed since last execution

Answer: B,C,E

Explanation:
To optimize a query activity that is currently timing out, a developer can use the following strategies:
* Use Primary key(s) on fields used in joins (C) - Ensures that the join operations are efficient by utilizing indexed fields.
* Use intermediate tables to stage data (D) - Breaks down complex queries into simpler steps, improving manageability and performance.
* Only update records that have changed since last execution (E) - Reduces the amount of data processed by focusing only on changes since the last query run.
References:
Salesforce Marketing Cloud SQL Optimization
Query Activity Best Practices

NEW QUESTION # 84
A developer needs to import a file into a data extension which contains transactional data. The file includes a column labeled Purchase_Price with values varying from '$.05' to '$100'.
What Data Type should be used to prevent loss of data'

• A. Text
• B. Decimal(9,2)
• C. Number

Answer: B

Explanation:
The best Data Type to use for the Purchase_Price column, which includes values ranging from '$.05' to '$100', is Decimal(9,2) (C). This data type ensures that values are stored accurately without data loss, allowing for precision up to two decimal places.
References:
Salesforce Marketing Cloud Data Extensions
Decimal Data Type

NEW QUESTION # 85
A developer wants to set a variable to use a field from a Sendable Data Extension.
Which two options could be used in an AMPscript block to set the variable as a 'First Name" field from a Sendable Data Extension usedto send the email? Choose 2 answers

• A. SET @firstName = attributeValue (''First Name'')
• B. SET @firstName = %%First Name%%
• C. SET @firstName = [First Name]
• D. SET @firstName = ''First Name'']

Answer: A,B

Explanation:
To set a variable to use a field from a Sendable Data Extension in an AMPscript block, the following options can be used:
* SET @firstName = %%First Name%% (B) - This syntax directly references the field value within AMPscript.
* SET @firstName = AttributeValue('First Name') (C) - This function retrieves the value of the specified attribute (field) for the current subscriber context.
References:
Salesforce Marketing Cloud AMPscript Guide
AttributeValue Function

NEW QUESTION # 86
A developer wants to upload a base64-encoded file to Content Builder using an API Installed Package but receives an insufficient Privileges error. What should the developer check to troubleshoot the error?

• A. Validate Client Id and Client Secret are correct
• B. Confirm the REST Base URI uses the correct subdomain
• C. Confirm the Component's Channel options are available
• D. Verify the Asset Type Id matches the Asset Type Name

Answer: A

Explanation:
When receiving an "insufficient Privileges" error while attempting to upload a base64-encoded file to Content Builder using an API Installed Package, the developer should validate the Client Id and Client Secret are correct. These credentials are necessary for authentication and authorization when interacting with Salesforce Marketing Cloud APIs.
References:
Salesforce Marketing Cloud API Authentication
Salesforce Marketing Cloud Content Builder API

NEW QUESTION # 87
An UpdateDE AMPscript function is used to update a column value in a data extension row when an email is sent. The emailis being sent to 250,000 subscribers, but the user decides to cancel the send during the sending process and only 400 emails are sent.
How many subscriber rows would be affected by the UpdateDE function?

• A. All 250,000 subscribers
• B. 400 subscribers who were sent the email
• C. No rows are updated
• D. Only subscribers who exist in All Subscribers

Answer: B

Explanation:
The UpdateDE function in AMPscript updates the data extension rows as the emails are being sent. If the send is canceled and only 400 emails are sent, then only the 400 subscribers who received the email will have their data extension rows updated by the UpdateDE function.
Salesforce AMPscript UpdateDE Function

NEW QUESTION # 88
A developer wants to use the Marketing Cloud SOAP API to retrieve which subscribers were sent a particular email. Which SOAP API object should be used?

• A. Send
• B. LinkSend
• C. SentEvent
• D. ListSend

Answer: C

Explanation:
To retrieve which subscribers were sent a particular email using the Marketing Cloud SOAP API, the developer should use the SentEvent (C) SOAP API object. This object records the event when an email is successfully sent to a subscriber.
References:
Salesforce Marketing Cloud SOAP API
SentEvent Object

NEW QUESTION # 89
Certification Aid wants to automate the import of zipped files into a Data Extension. The zip files are placed on the Marketing Cloud Enhanced FTP server every night. Which activity is needed before those files can be imported? Choose 1.

• A. Data Extract activity
• B. Data Extension Import activity
• C. File Transfer activity
• D. File Import activity

Answer: C

Explanation:
Before importing zipped files into a Data Extension, a File Transfer activity is needed to unzip the files on the Marketing Cloud Enhanced FTP server. This activity moves and decompresses the files to make them available for import.
* File Transfer Activity: This activity is used to move files from one location to another and to unzip compressed files.
Salesforce File Transfer Activity

NEW QUESTION # 90
What can be created in Attribute Groups within Contact Builder? Choose 2.

• A. Relationships
• B. Populations
• C. Data Extensions
• D. Attribute Groups

Answer: A,C

NEW QUESTION # 91
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?

• A. OVER
• B. NTILE
• C. HAVING

Answer: B

Explanation:
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

NEW QUESTION # 92
A developer needs to use the 'contacts/ route of the REST API to update records in a data extension.
What should the developer verify before making the API call?

• A. Contact Key should be equal to Subscriber Key in the underlying data extensions to ensure proper joining.
• B. Each contact should alreadyexist in All Subscribers.
• C. The data extension should be linked in an AttributeGroup in Contact Builder.
• D. Journey Builder should be configured to use the data extension.

Answer: C

Explanation:
Before using the 'contacts/' route of the REST API to update records in a data extension, the developer should verify that the data extension should be linked in an AttributeGroup in Contact Builder (D). This ensures that the data extension is part of the contact model and can be accessed and updated using the REST API.
References:
Salesforce Marketing Cloud REST API
Contact Builder and Attribute Groups
Questions no: 153Verified answer: DComprehensive Detailed Step by Step Explanation with References:To ensure a blank email will not be sent when creating a complex dynamic email with multiple sections and content blocks, the developer should confirm every version has default content (D). This practice ensures that if any dynamic content fails to load or meet the conditions, the default content will be displayed, preventing a blank email from being sent.
References:
Salesforce Marketing Cloud AMPscript Guide
Salesforce Marketing Cloud Dynamic Content Best Practices
Questions no: 154Verified answer: DComprehensive Detailed Step by Step Explanation with References:
When using the REST API to send emails to customers after a purchase, the developer should make a token API call and re-use the token until the token expires (D). This approach optimizes API usage by reducing the number of token requests, ensuring that the token is reused until it naturally expires, after which a new token can be requested.
References:
Salesforce Marketing Cloud API Authentication
Token Management Best Practices
Top of Form

NEW QUESTION # 93
Northern Trails Outfitters is using REST API to send emails to customers after a purchase.
Which considerations should be taken regarding the token used in the API Call?

• A. Make a token API call and re-use the token for that subscriber.
• B. Make a token API call before each triggered send API call.
• C. Make a token API call and re-use the token until the next API call fails.
• D. Make a token API call and re-use the token until the token expires.

Answer: D

Explanation:
When using the REST API to send emails to customers after a purchase, the developer should make a token API call and re-use the token until the token expires (D). This approach optimizes API usage by reducing the number of token requests, ensuring that the token is reused until it naturally expires, after which a new token can be requested.
References:
Salesforce Marketing Cloud API Authentication
Token Management Best Practices

NEW QUESTION # 94
NTO is reconsidering the requirement to have English, Spanish and French versions of their email campaigns.
They request a developer to create a query which aggregates clicks grouped by language of the recipient.
Language is stored in a Profile Attribute. Which two Data Views would be included in the query? Choose 2 answer

• A. _Subscribers
• B. _AllSubscribers
• C. _Click
• D. _Subscribers

Answer: C,D

Explanation:
To create a query that aggregates clicks grouped by the language of the recipient, the developer needs to use Data Views that store subscriber and click information. The required Data Views are:
* _Subscribers (A) - This Data View contains information about subscribers, including their profile attributes such as language.
* _Click (D) - This Data View contains information about click events for email messages, which can be used to aggregate clicks.
The query would join these Data Views on a common identifier (e.g., SubscriberKey) and group the results by the language attribute.
References:
Salesforce Marketing Cloud Data Views
SQL Reference Guide

NEW QUESTION # 95
A sendable data extension with a text field named 'Balance' contains the value S6.96 fora particular record.
The following AMPscript statement is included in an email:
IF (Balance > 6.00) THEN
SET @Result = 'Balance is more than $6.00
ENDIF
Why would this IF statement yield unintended results?

• A. The operands are not the same data type.
• B. Balance is a protected keyword.
• C. The comparison should use the < operator.
• D. Double quotes should be used instead of single quotes.

Answer: A

Explanation:
The Balance field is a text field and contains the value "S6.96", which is a string. The IF statement is comparing a string with a numeric value (6.00). Since the operands are not of the same data type, this can yield unintended results. To correctly compare the balance, the string should be converted to a numeric value.
* Example:
%%[ SET @Balance = "6.96" /* Simulating text field value */ IF (Value(@Balance) > 6.00) THEN SET
@Result = 'Balance is more than $6.00' ENDIF ]%%
Salesforce AMPscript Data Types and Conversion

NEW QUESTION # 96
A developer is using the legacy endpoint www.exacttargetapis.com and hasbeen asked to switch to Tenant Specific Endpoints (TSEs). What is a benefit of switching to TSEs?

• A. Gain access to TSE-specific REST routes
• B. API calls will no longer fail
• C. Improved API performance
• D. A longer lasting OAuth token

Answer: C

Explanation:
Switching to Tenant Specific Endpoints (TSEs) provides the benefit of improved API performance (D).
Tenant Specific Endpoints are designed to provide optimized performance by ensuring that API calls are routed through endpoints that are dedicated to a specific tenant, reducing latency and potential congestion issues associated with shared endpoints.
References:
Salesforce Marketing Cloud Tenant Specific Endpoints
API Best Practices

NEW QUESTION # 97
A developer needs to add From Addresses to Marketing Cloud and wants to ensure they are verified before being used for sending.
Which tworoutes would allow this?
Choose 2 answers

• A. POST/messaging/vl/push/domain/verification
• B. POST /messaging/vl/dataevents/domainverification
• C. POST /messaging/vl/domainverification
• D. POST /messaging/vl/domainverification/bulk/insert

Answer: C,D

Explanation:
To add and verify From Addresses in Marketing Cloud, you can use the following routes:
* POST /messaging/v1/domainverification: This endpoint is used to verify a single domain.
* POST /messaging/v1/domainverification/bulk/insert: This endpoint is used to verify multiple domains in bulk.
Salesforce Domain Verification API

NEW QUESTION # 98
Northern Trail Outfitters (NTO) wants to determine the best identifier for subscribers across all channels.
What should be recommended5

• A. Mobile ID
• B. Contact Key
• C. Subscriber ID
• D. Email Address

Answer: B

Explanation:
To determine the best identifier for subscribers across all channels, Contact Key (A) should be recommended.
The Contact Key is a unique identifier that can be used consistently across all channels, ensuring a unified view of the subscriber's interactions and data.
References:
Salesforce Marketing Cloud Contact Builder
Contact Key Overview

NEW QUESTION # 99
A company needs to retrieve a large number of rows from a data extension via the API.
Which two solutions would optimize the performance?
Choose 2 answers

• A. Use the AMPscript API functions on a CloudPage.
• B. Use a SimpleFilterPart to retrieve small sets of relevant data.
• C. Use the ContinueRequest feature.
• D. Use the REST API instead of the SOAP API.

Answer: C,D

Explanation:
To optimize the performance when retrieving a large number of rows from a data extension via the API, the following solutions can be used:
* Use the REST API instead of the SOAP API (A) - The REST API generally offers better performance for data retrieval operations compared to the SOAP API.
* Use the ContinueRequest feature (C) - This feature allows for the pagination of results, enabling the retrieval of large datasets in manageable chunks.
References:
Salesforce Marketing Cloud REST API
Salesforce Marketing Cloud SOAP API ContinueRequest

NEW QUESTION # 100
Which of the following statements are correct concerning Contacts and Subscribers? Choose 2.

• A. A Contact is subscribed to any channel.
• B. A Contact is subscribed to a specific channel.
• C. Each Subscriber is also a Contact.
• D. Each Contact is also a Subscriber.

Answer: B,C

Explanation:
Regarding Contacts and Subscribers in Salesforce Marketing Cloud:
* Each Subscriber is also a Contact (C) - In Marketing Cloud, a Subscriber is a type of Contact that is specifically associated with the Email channel.
* A Contact is subscribed to a specific channel (D) - A Contact can be subscribed to one or more channels, such as Email, Mobile, or Web, within Marketing Cloud.
References:
Salesforce Marketing Cloud Contacts and Subscribers
Understanding Contact Management

NEW QUESTION # 101
How can subscriber, system, and sendable Data Extension attributes be referenced for content personalization using SSJS? Choose 1.

• A. <ctrl:var name="attributeName" />
• B. <ctrl:field name="attributeName" />
• C. <field name="attributeName" />
• D. <ctrl:attribute name="attributeName" />

Answer: B

Explanation:
To reference subscriber, system, and sendable Data Extension attributes for content personalization using SSJS, the correct syntax is <ctrl:field name="attributeName" />. This tag allows you to dynamically insert the value of an attribute into the email content.
* <ctrl:field> Tag: This tag is used to insert the value of an attribute from a Data Extension or subscriber attribute into the content. The name attribute of the <ctrl:field> tag specifies which attribute's value should be used.
%%[ var @firstName set @firstName = AttributeValue("FirstName") ]%% Hello, <ctrl:field name=" FirstName" />!
Salesforce SSJS Guide
This syntax ensures that the correct personalization attributes are pulled into the email, enabling dynamic and personalized content based on subscriber data.

NEW QUESTION # 102
How many month of data can a developer query from the tracking data views (_Sent, _Open, _Click)?

• A. One Month
• B. There is no limit
• C. 12 Months
• D. Six Months

Answer: D

Explanation:
The tracking data views in Salesforce Marketing Cloud, such as _Sent, _Open, and _Click, store data for a limited period.
* Data Retention Period: Salesforce Marketing Cloud retains tracking data for up to six months in the data views. This means that developers can query up to six months of tracking data using these views.
Salesforce Marketing Cloud Data Views

NEW QUESTION # 103
A developer needs to display a value which hasbeen calculated using an AMPscript block. This value is stored in the variable named 'Label'.
Which two ways should the developer display this value in the body of an email? Choose 2 answers

• A. <ctrl:vr name=@Label />
• B. %%@Label%%
• C. %%(Write (@Label1) 1%%
• D. %%-v(@Label) -%%

Answer: B,D

NEW QUESTION # 104
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