Salesforce Certified Platform Data Architect Exam Preparation Material | Salesforce Certified Platform Data Architect

Prepare for the Salesforce Certified Platform Data Architect with reliable study materials, practice questions, and key exam insights.

Prepare for the Salesforce Certified Platform Data Architect Salesforce Certified Platform Data Architect exam with CertQueen's independently developed study resources. Review important concepts, practice scenario-based questions, and use clear explanations to identify areas that require further study.

Question#1

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. Create multiple dummy user and assign leads to them
C. Assign dummy user to highest role in role hierarchy
D. Periodically delete leads to reduce number of leads

Question#2

In their legacy system. Universal Containers has a monthly accounts receivable report that compiles data from Accounts, Contacts, Opportunities, Orders. and Order Line Items.
What difficulty will an architect run into when implementing this in Salesforce?

A. Salesforce allows up to four objects in a single report type.
B. Salesforce does not support Orders or Order Line Items.
C. A report cannot contain data from Accounts and Contacts.
D. Custom report types cannot contain Opportunity data.

Question#3

Universal Containers (UC) has an Application custom object, which has tens of millions of records created in the past 5 years. UC needs the last 5 years of data to exist in Salesforce at all times for reporting and queries. UC is currently encountering performance issues when reporting and running queries on this Object using date ranges as filters.
Which two options can be used to improve report performance?

A. Ask support to create a skinny table for Application with the necessary reporting fields.
B. Add custom indexes to all fields on Application without a standard index.
C. Run multiple reports to get different pieces of the data and combine them.
D. Add custom indexes to the Date fields used for filtering the report.

Question#4

DreamHouse Realty has a Salesforce deployment that manages Sales, Support, and Marketing efforts in a multi-system ERP environment. The company recently reached thelimits of native reports and dashboards and needs options for providing more analytical insights.
What are two approaches an Architect should recommend? (Choose two.)

A. Weekly Snapshots
B. Einstein Analytics
C. Setup Audit Trails
D. AppExchange Apps

Question#5

Northern Trail Outfitters <NTO> is streaming IoT data from connected devices to a cloud database. Every 24 hours. 100,000 records are generated.
NIO employees will need to see these lol records within Salesforce and generate weekly reports on it. Developers may also need to write programmatic logic to aggregate the records and incorporate them into workflows.
Which data pattern will allow a data architect to satisfy these requirements, while also keeping limits in mind?

A. Bidirectional integration
B. Unidirectional integration
C. Virtualization
D. Persistence

Exam Code: Salesforce Certified Platform Data Architect
Q & A: 257 Q&As         Updated:  Nov 02,2026

 

 Access Complete Salesforce Certified Platform Data Architect Preparation Material

What This Salesforce Certified Platform Data Architect Study Resource Helps You Do

Review Key Concepts

Review the technologies, products, processes, and practical skills covered by the current Salesforce Certified Platform Data Architect exam objectives.

Practice Scenario-Based Questions

Work through independently developed questions designed to strengthen your understanding of technical scenarios and decision-making.

Identify Knowledge Gaps

Use your results and the provided explanations to find weaker areas and focus your study more effectively.

How to Use This Salesforce Certified Platform Data Architect Preparation Material

Review the Exam Scope

Start by reviewing the topics covered by the Salesforce Certified Platform Data Architect exam. Compare them with the official exam objectives to understand the required technologies, operational tasks, and practical skills, then identify the areas that deserve the most attention.

Practice Independently

Complete a focused set of practice questions for each topic. On your first attempt, avoid referring to notes, answers, or other study resources so that you can evaluate your current understanding more accurately.

Study the Explanations

Review the answers and explanations after completing each practice session. Understand why the correct option is appropriate for the given scenario and why the other options may be incorrect or less suitable.

Close Knowledge Gaps

Keep track of incorrect answers, unfamiliar concepts, and weaker knowledge areas. Review these topics using official documentation and practical experience, then answer the related questions again to reinforce your understanding and monitor your progress.

Independent Salesforce Certified Platform Data Architect Preparation Resource

CertQueen independently develops its certification study materials for educational purposes. The practice questions are not copied from, recalled from, or presented as live or official exam questions.

CertQueen is not affiliated with, endorsed by, sponsored by, or authorized by any certification provider. Certification names, exam codes, product names, and related trademarks are the property of their respective owners and are referenced only for identification and educational purposes.

Exam Code: Salesforce Certified Platform Data Architect
Q & A: 257 Q&As
Updated:  Nov 02,2026

 

 Access Complete Salesforce Certified Platform Data Architect Preparation Material