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[General] Free PDF Quiz 2026 Salesforce High Pass-Rate New Data-Architect Exam Sample

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【General】 Free PDF Quiz 2026 Salesforce High Pass-Rate New Data-Architect Exam Sample

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Salesforce Certified Data Architect Sample Questions (Q167-Q172):NEW QUESTION # 167
Universal Containers (UC) wants to ensure their data on 100,000 Accounts pertaining mostly to US-based companies is enriched and cleansed on an ongoing basis. UC is looking for a solution that allows easy monitoring of key data quality metrics. What should be the recommended solution to meet this requirement?
  • A. Implement Batch Apex that calls out a third-party data quality API in order to monitor Account data quality.
  • B. Use a declarative approach by installing and configuring Data.com Clean to monitor Account data quality.
  • C. Implement an Apex Trigger on Account that queries a third-party data quality API to monitor Account data quality.
  • D. Use declarative approach by installing and configuring Data.com Prospector to monitor Account data quality.
Answer: B

NEW QUESTION # 168
Universal Containers (UC) owns several Salesforce orgs across a variety of business units. UC management has declared that it needs the ability to report on Accounts and Opportunities from each org in one place. Once the data is brought together into a global view, management would like to use advanced Al-driven analytics on the dataset.
Which tool should a data architect recommend to accomplish this reporting requirement?
  • A. Run standard reports and dashboards.
  • B. Install a third-party AppExchange tool for multi-org reporting.
  • C. Write a Python script to aggregate and visualize the data.
  • D. Use Einstein Analytics for multi-org.
Answer: D
Explanation:
According to this article, Einstein Analytics for multi-org can help UC to report on accounts and opportunities from each org in one place. It can also provide advanced AI-driven analytics on the dataset using Einstein Discovery.

NEW QUESTION # 169
Ursa Major Solar's legacy system has a quarterly accounts receivable report that compiles data from the following:
- Accounts
- Contacts
- Opportunities
- Orders
- Order Line Items
Which issue will an architect have when implemented this in Salesforce?
  • A. A report CANNOT contain data from Accounts and Contacts.
  • B. Salesforce does NOT support Orders or Order Line Items.
  • C. Custom report types CANNOT contain Opportunity data.
  • D. Salesforce does NOT allow more than four objects in a single report type.
Answer: D
Explanation:
The issue that an architect will have when implementing the quarterly accounts receivable report in Salesforce is that Salesforce does not allow more than four objects in a single report type. A report type defines the set of records and fields available to a report based on the relationships between a primary object and up to four related objects. A report type has the following limitations:
It cannot include more than four objects in a single report type, which means that the report cannot compile data from five objects (Accounts, Contacts, Opportunities, Orders, and Order Line Items) at once.
It cannot include objects that are more than two relationships away from each other, which means that the report cannot access fields from Order Line Items through Opportunities and Orders.
It cannot include objects that have a many-to-many relationship with each other, which means that the report cannot access fields from Contacts and Opportunities through the junction object Opportunity Contact Role.

NEW QUESTION # 170
Universal Containers (UC) has lead assignment rules to assign leads to owners. Leads not routed by assignment rules are assigned to a dummy user. Sales rep are complaining of high load times and issues with accessing leads assigned to the dummy user.
What should a data architect recommend to solve these performance issues?
  • A. Assign dummy user last role in role hierarchy
  • B. Assign dummy user to highest role in role hierarchy
  • C. Periodically delete leads to reduce number of leads
  • D. Create multiple dummy user and assign leads to them
Answer: D

NEW QUESTION # 171
DreamHouse Realty has a Salesforce deployment that manages Sales, Support, and Marketing efforts in a multi-system ERP environment. The company recently reached the limits of native reports and dashboards and needs options for providing more analytical insights.
What are two approaches an Architect should recommend? (Choose two.)
  • A. AppExchange Apps
  • B. Weekly Snapshots
  • C. Setup Audit Trails
  • D. Einstein Analytics
Answer: A,D
Explanation:
Einstein Analytics can provide more analytical insights than native reports and dashboards by allowing users to explore data from multiple sources, create interactive visualizations, and apply AI-powered features5. AppExchange Apps can also provide more analytical insights by offering pre-built solutions or integrations with external tools that can enhance the reporting and analytics capabilities of Salesforce6.

NEW QUESTION # 172
......
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