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Salesforce Data-Cloud-Consultant Salesforce Certified Data 360 Consultant (Data-Con-101) Exam Practice Test

Salesforce Certified Data 360 Consultant (Data-Con-101) Questions and Answers

Question 1

A global ecommerce company uses Salesforce Data 360 to unify customer profiles across multiple systems, including Salesforce CRM, Commerce Cloud, and Snowflake. The business wants to securely leverage unified customer data across Snowflake to support analytics and downstream use cases. The solution must meet the following requirements: Customer data accessed from Snowflake must be read- only; Updates to customer profiles must be available in near real time; The overall architecture must minimize operational complexity and data duplication. Which approach should the Data 360 Consultant recommend?

Options:

A.

Expose Data 360 data through REST APIs and ingest it into Snowflake using streaming ingestion.

B.

Schedule nightly exports of Data 360 data to cloud storage and load it into Snowflake using automated pipelines.

C.

Replicate Data 360 data into Salesforce standard objects and sync those objects to Snowflake using extract, transform, load (ETL) tools.

D.

Use Data 360 Data Sharing to share unified customer data directly to Snowflake.

Question 2

Northern Trail Outfitters (NTO) is struggling with fragmented customer data across marketing, sales, and service systems. NTO decides to implement Data 360 to improve its customer strategy. How does Data 360 primarily help NTO solve this business challenge?

Options:

A.

It archives historical transaction records for 10 years to meet regulatory data retention requirements.

B.

It creates automated weekly business intelligence dashboards to help managers forecast sales revenue.

C.

It unifies data into a single profile to provide personalized experiences across all touch points.

D.

It provides a data security layer that encrypts sensitive information to ensure global GDPR compliance.

Question 3

Which statement is true related to batch ingestions from Salesforce CRM?

Options:

A.

When a column is added or removed, the CRM Connector performs a full refresh.

B.

CRM data cannot be manually refreshed and must wait for the next scheduled synchronization.

C.

The CRM Connector performs an incremental refresh when 600,000 or more deletion records are detected.

D.

The CRM Connector ' s synchronization times can be customized to up to 15-minute intervals.

Question 4

Northern Trail Outfitters has customer data in three separate systems. Each system uses a different unique internal identifier for the same individual. However, all three systems consistently capture a common Loyalty Program ID for every customer. Which feature should a Data 360 Consultant use to link these records into a single Unified Profile based on this shared external ID?

Options:

A.

Use the Internal Organization match rule.

B.

Create an Exact Name and Email match rule.

C.

Implement the Exact Phone Number match rule.

D.

Configure a Party Identification match rule.

Question 5

A Data 360 Consultant noticed a recent increase in a customer ' s consolidation rate. Which change to the identity resolution ruleset typically causes this result?

Options:

A.

Modifying a ruleset that increases the number of matched profiles

B.

Removing existing identity resolution rules

C.

Reducing the number of data sources mapped to the Individual object

D.

Deleting duplicate records from source data streams

Question 6

A customer has multiple data sources and needs to match and reconcile data about individuals into a single unified profile. Which feature should the Data 360 Consultant recommend for the customer?

Options:

A.

Identity Resolution

B.

Data Consolidation

C.

Data Cleansing

D.

Harmonization

Question 7

A lead architect needs to build a real-time Customer Health Dashboard in a custom web portal that displays a unified customer ' s recent purchase history (Engagement data) and their calculated loyalty score. Which API strategy is most appropriate to meet this requirement?

Options:

A.

Use the Metadata API to retrieve the schema of the unified profile, then use a standard REST GET call on the Individual object.

B.

Use the Query API to send an SQL/SOQL-based request to join data to retrieve a comprehensive view.

C.

Use the Profile API because it is optimized for high-speed retrieval of unified profile attributes and calculated insights.

D.

Use the Ingestion API to push the dashboard requirements into a data stream to trigger a webhook.

Question 8

A Data 360 Consultant is preparing to implement Data 360. Which ethic should the consultant adhere to regarding customer data?

Options:

A.

Carefully consider asking for sensitive data such as age, gender, and ethnicity.

B.

Give senior leaders in the firm access to customer data for audit purposes.

C.

Collect and use all of the data to create more personalized experiences.

D.

Map sensitive data to the same data model object for ease of deletion.

Question 9

How should a Data 360 Consultant modify attribute names to match a naming convention in Cloud File Storage targets?

Options:

A.

Set preferred attribute names when configuring activation.

B.

Update attribute names in the data stream configuration.

C.

Use a formula field to update the field name in an activation.

D.

Update field names in the data model object.

Question 10

A global ecommerce brand tasks a Data 360 Consultant with resolving duplicate customer records originating from a web portal, a mobile app, and a physical point-of-sale system. The goal is to ensure that a customer is recognized as the same individual across all three sources to provide a consistent service experience. Which feature should the consultant configure to achieve this outcome?

Options:

A.

Matching rules within the Identity Resolution settings to link source records

B.

Data transform logic to normalize naming conventions during the ingestion process

C.

Partitioning strategies to separate data based on the original source system

D.

Streaming insights to detect real-time changes in customer contact information

Question 11

A Data 360 Consultant recently discovered that their Identity Resolution process is matching individuals who share email addresses or phone numbers but are not actually the same individual. What should the consultant do to address this issue?

Options:

A.

Modify the existing ruleset to use fewer matching rules, run the ruleset and review the updated results, and then adjust as needed until the individuals are matching correctly.

B.

Modify the existing ruleset with stricter matching criteria, run the ruleset and review the updated results, and then adjust as needed until the individuals are matching correctly.

C.

Create and run a new ruleset with fewer matching rules, compare the two rulesets to review and verify the results, and then migrate to the new ruleset once approved.

D.

Create and run a new ruleset with stricter matching criteria, compare the two rulesets to review and verify the results, and then migrate to the new ruleset once approved.

Question 12

A developer at Cloud Kicks is integrating customer data from a legacy shoe-inventory system and a web-store platform into Data 360. They need a way to ensure the Customer Name field from both systems is recognized as the same attribute. Which component should the developer use to provide this standardized structure?

Options:

A.

An encryption key to secure PII during the data transfer

B.

A segmentation canvas for selecting desired customer attributes

C.

An identity resolution ruleset to merge duplicate records

D.

A data model object (DMO) to map and relate the data fields

Question 13

A marketer needs to segment customers based on their Lifetime Loyalty Points. This requires summing all point-based transactions from a historical ledger brought in from their data lake along with a Commerce Cloud data stream. Which tool should the marketer use?

Options:

A.

Streaming Transform

B.

Calculated Insight

C.

Batch Transform

D.

Secondary Index

Question 14

A Data 360 Consultant needs to provide real- time, multidimensional analytics for a derived insight, " Net Profit " , to be used within Tableau Next. The requirements specify that the metrics must be as up to date as possible while allowing users to dynamically filter by region, period, and product category. Which approach should the consultant take?

Options:

A.

Define a real-time data graph.

B.

Create a calculated insight using SQL.

C.

Create a calculated field in the semantic layer.

D.

Configure a streaming transform.

Question 15

What is a reason to create a formula when ingesting a data stream?

Options:

A.

To concatenate files so they are ingested in the correct sequence

B.

To remove duplicate rows of data from the data stream

C.

To add a unique external identifier to an existing ruleset

D.

To transform a datetime field into a date field for use in data mapping

Question 16

In Data 360, which mechanism ensures different business units can use the same Data 360 home org while keeping their data and metadata logically separated, to meet governance or compliance requirements?

Options:

A.

Use separate companion connections within the same data space

B.

Use different permission sets within the same data space

C.

Use separate data spaces for each business unit

D.

Use separate objects per business unit with record-type filtering

Question 17

What is the primary functionality of Data 360?

Options:

A.

To help users build a heat map using their data

B.

To automatically generate sales forecasts based on historical email patterns

C.

To unify and harmonize data from multiple sources to create a complete customer profile

D.

To create a master data management (MDM) strategy

Question 18

A client wants to bring in loyalty data from a custom object in Salesforce CRM that contains a point balance for accrued hotel points and airline points within the same record. The client wants to split these point systems into two separate records for better tracking and processing. What should a Data 360 Consultant recommend in this scenario?

Options:

A.

Create a junction object in Salesforce CRM and modify the ingestion strategy.

B.

Use batch transforms to create a second data lake object.

C.

Clone the data source object.

D.

Create a data kit from the data lake object and deploy it to the same Data 360 org.

Question 19

A Data 360 Consultant needs to filter out specific contact points from the Unified Individuals that qualify for a segment. Where should the consultant apply this filtering?

Options:

A.

Apply contact point filtering during the creation of the segment

B.

Apply contact point filtering when creating an activation

C.

Apply contact point filtering leveraging a calculated insight

D.

Apply contact point filtering on data ingestion

Question 20

Northern Trail Outfitters wants to enable Suggested Values for several attributes in the Data Model to assist marketers in the segment canvas. One of the attributes being considered is Secondary Product Code, which currently contains 5,000 distinct values.

What should a Data 360 Consultant consider before enabling value suggestions for this specific attribute?

Options:

A.

The feature only displays the first 1,000 distinct values, which may lead to incomplete results for the user.

B.

Suggested values will fail to load if the attribute contains more than 500 unique entries.

C.

The system requires a custom streaming data transform to refresh values for high-cardinality attributes.

D.

Value suggestions are only available for attributes that have been mapped to the Engagement category.

Question 21

A Data 360 Consultant is explaining the behavior of Data 360 sandboxes to project stakeholders. The stakeholders want to know what happens to the data in a Data 360 sandbox during a standard version.

Options:

A.

Every single row of historical engagement data from the last 10 years

B.

A direct and real-time connection to the production data lake for live querying

C.

All customer credit card information and sensitive personal passwords

D.

Only the metadata, such as data model object (DMO) definitions and mappings

Question 22

A data architect is designing a solution to trigger a high-priority Service Recovery flow in a core Salesforce CRM org immediately after a negative sentiment event is ingested from a streaming web source. The architect needs to minimize latency to ensure the customer service team can respond " in the moment. " Which Data 360 capability should the architect use to achieve this near-instantaneous trigger?

Options:

A.

Manual activation to a Salesforce CRM target

B.

Real-time data actions via an automation event-triggered flow

C.

Calculated insights published via real-time segment refresh

D.

Standard data actions via scheduled batch transforms

Question 23

A Data 360 Consultant is configuring a zero- copy architecture where an external Snowflake instance needs to access Data 360 data without the latency of traditional extract, transform, load (ETL) processes. Which capability should the consultant use to expose Data 360 objects to the external Snowflake environment?

Options:

A.

Data 360 Webhook Subscriptions

B.

Data 360 Data Shares

C.

Data 360 Data Bundles

D.

Data 360 S3 Direct Ingress

Question 24

Which statement about query federation in Data 360 is true?

Options:

A.

Query federation requires file-based data lakes such as Iceberg.

B.

Data 360 executes queries using its own compute engine, regardless of the external system.

C.

Query federation pushes SQL queries to the external system ' s compute layer.

D.

Query federation requires data to be first converted to parquet format.

Question 25

A Data 360 Consultant is configuring an activation for a segment created from the Unified Individual object to be sent to a Loyalty Cloud activation target. They would like to include the Loyalty Program Tier for personalization, but this field is stored in a separate Loyalty Program Member data model object (DMO) that was not used in the initial segment filters. Which feature should the consultant use during the activation setup to include this external identifier in the exported payload?

Options:

A.

Calculated insights to join the Loyalty Program Tier to the Unified Individual prior to segmentation

B.

Contact point priority to rank the Loyalty Program Tier above the standard Individual ID

C.

Activation membership to select the Loyalty Program Member DMO and its associated fields

D.

Data stream mappings to re-map the Loyalty Program Tier as a secondary key on the Individual object

Question 26

An architect is managing a Full Sandbox that is used for performance testing of Data 360 segments. The team decides to perform a sandbox refresh to bring over the latest Schema changes and record updates from the production environment. What is the impact of this refresh on the existing Data 360 configuration within that sandbox?

Options:

A.

The sandbox maintains its connection to the existing Data 360 instance, but all data mapping is reverted to Draft status.

B.

Only the identity resolution rules are deleted, while data streams remain active and continue to pull data from the refreshed sandbox objects.

C.

The Data 360 instance is deleted and a new, blank Data 360 instance must be provisioned after the refresh.

D.

All Data 360 metadata is replicated from the current version of production instance, and the ingested records are cleared and must be re-ingested.

Question 27

A Data 360 Consultant wants to query data within a data model object (DMO). Upon creating the workspace, they are unsure which data space to select and choose the first one in the list. When they try to create a query, the required DMO is not available. What should the consultant do?

Options:

A.

Add the data space to the existing workspace.

B.

Add the DMO to the data space they selected when creating the workspace.

C.

Create a new workspace and select the data space the DMO belongs to.

D.

Reference the data space name and DMO in the query within the existing workspace.

Question 28

A Data 360 Consultant wants to activate a segment on the Unified Individual object. Which steps are required from ingestion to activation?

Options:

A.

Data > Data Lake Object > Identity ResolutionandUnification > Segmentation > Activation

B.

Data > Data Lake Object > Map to Data Model Object > Activation

C.

Data > Data Lake Object > Map to Data Model Object > Identity ResolutionandUnification > Segmentation > Activation

D.

Data > Data Lake Object > Map to Data Model Object > Identity ResolutionandUnification > Activation

Question 29

A Data 360 Consultant at Northern Trail Outfitters is attempting to ingest a field from the Contact object in Salesforce CRM that contains both yyyy-mm-dd and yyyy-mm-dd hh:mm:ss values. The target field is set to Date datatype. Which statement is true in this situation?

Options:

A.

The target field will only hold the time part and ignore the date part.

B.

The target field will throw an error and store null values.

C.

The target field will only hold the date part and ignore the time part.

D.

The target field will be able to hold both types of values.

Question 30

A Data 360 Consultant needs to build a model on Einstein Studio to predict the time- to- close of an opportunity brought into Data 360 from CRM. Based on the supported model types, which statement is true?

Options:

A.

The consultant should use a Multiclass Classification model to bucket the time-to-close into specifications.

B.

The consultant should use a Binary Classification model to determine if the time-to-close is long or short.

C.

The consultant should use a Multiclass Classification model because the outcome is represented as text data.

D.

The consultant should use a Regression model because the target outcome is a numeric measure.

Question 31

Cumulus Financial wants its service reps to view all cases associated with a Unified Individual on a contact record. Which feature should a Data 360 Consultant consider for this use case?

Options:

A.

Related List Enrichment

B.

Segment Activation

C.

Copy Field Enrichment

D.

Data Action

Question 32

What is a Data 360 use case for improving the patient experience in the Healthcare and Life Sciences sector?

Options:

A.

Activating a Unified Health Score to provide a holistic view of patient wellness and engagement

B.

Managing the payroll of visiting physicians via a custom mobile app

C.

Using data to predict the best location for which hospital the patient should visit

D.

Automating the retail checkout process in hospital gift shops

Question 33

A Data 360 Consultant is working with data that is clean and organized. However, the various schemas refer to a person by multiple names—such as user, contact, and subscriber—and need a standard mapping.

Which term describes the process of mapping these different schema points into a standard data model?

Options:

A.

Transform

B.

Segment

C.

Harmonize

D.

Unify

Question 34

A global insurance provider has tasked a Data 360 Consultant with optimizing performance for analytical queries running several times per hour against an external Redshift table in Salesforce Data 360 with no real-time needs. Which federation approach should the consultant recommend to balance performance and cost?

Options:

A.

Configure cached acceleration to store and refresh external data for repeat queries.

B.

Use live query federation so every request hits the external compute engine directly.

C.

Implement file federation exclusively using Data 360 compute on storage.

D.

Ingest the external data into Salesforce Data 360 as a standard object.