Total 95 Questions
Last Updated On : 20-May-2026
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Analytics, InsightsandSemantic Layer
A retail company wants a dashboard to display " Top 10 Trending Products " based on product page views over the last 24 hours. The company typically has over 500 million engagements a week. The requirements specify that the maximum latency for data freshness is 15 minutes and the dashboard must load with minimal load times for executive users. Which architectural component should the Data 360 Consultant use to meet these performance and scale requirements?
A. Direct Related List
B. Calculated Insights
C. Real-Time Data Graph
D. Streaming Insight
A data architect is modeling a relationship between a custom Vehicle data model object (DMO) and the standard Individual DMO to track car ownership. The requirement states that one vehicle can be owned by only one individual, but one individual can own multiple vehicles. Which cardinality should the architect select when creating this relationship from Vehicle to Individual?
A. One-to-One (1:1)
B. Many-to-Many (N:N)
C. Many-to-One (N:1)
D. One-to-Many (1:N)
A Data 360 Consultant is setting up a data stream with transactional data. Which field type should the consultant choose to ensure that leading zeros in the purchase order number are preserved?
A. Number
B. Decimal
C. Text
D. Serial
A Data 360 Consultant creates a segment of customers who placed orders in the last 30 days and includes related attributes from the Sales Order data model object (DMO) in the activation. After activating the segment to Marketing Cloud, the customer notices that some orders older than 30 days are included. What should the consultant do to resolve this issue?
A. Filter out older orders in Marketing Cloud after activation.
B. Apply a data space filter to exclude orders older than 30 days.
C. Apply a 30-day date filter on the Sales Order DMO within the activation.
D. Build a segment using the Sales Order DMO and filter orders to the last 30 days.
A Data 360 Consultant is building a marketing- to- sales handoff process that requires sales reps to see a chronological list of a prospect ' s Web Page Views and Email Clicks directly on the Lead record. These interactions are stored as Engagement data in Data 360. What is the most efficient way to display this?
A. Embed a filtered report chart on the record page that queries the Data 360 objects directly.
B. Drag the native Data 360 Related List Enrichment onto the Lead Lightning page and configure the relevant Engagement data model objects (DMOs).
C. Create a custom object in Salesforce, use Flow to sync Data 360 Engagement records back to CRM, and add a standard related list.
D. Use Dynamic Forms to conditionally show fields from the Data 360 Individual object based on the Lead ' s status.
A data architect is using Change Sets to move a new set of data configurations between two Salesforce Data 360 environments. The architect has created a data kit in the source org that includes several new data streams and identity resolution rules. Which component type should the architect select when adding these to the outbound change set to ensure the configuration is successfully transferred?
A. Data Stream Configuration
B. Identity Resolution Ruleset
C. Data 360 Metadata Definition
D. Data Package Kit Definition
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?
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.
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?
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
A customer has two Data 360 orgs. A new configuration has been completed and tested for an Amazon S3 data stream and its mappings in one of the Data 360 orgs. What is recommended to package and promote this configuration to the customer ' s second org?
A. Use the Salesforce CRM Connector.
B. Use the Metadata API.
C. Package as an AppExchange application.
D. Create a data kit.
A Data 360 Consultant wants to ensure that every segment managed by multiple brand teams adheres to the same set of exclusion criteria that are updated on a monthly basis. What is the most efficient option to allow for this capability?
A. Create a segment and copy it for each brand.
B. Create, publish, and deploy a data kit.
C. Create a reusable container block with common criteria.
D. Create a nested segment.
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