Free SF-Data-Arch practice test — 222+ SF-Data-Arch practice questions with detailed explanations across all 6 official SF-Data-Arch exam domains. Every set is scored and drawn from the live question bank — so you practise exactly what the exam tests, not outdated dumps.
Courseiva includes 222+ Salesforce Certified Data Architecture and Management Designer practice questions across the official exam domains.
Feature
Courseiva
This free SF-Data-Arch practice test mirrors the structure and difficulty of the real Salesforce Certified Data Architecture and Management Designer exam. Every question is written against the official 2026 exam blueprint published by Salesforce, ensuring you practise exactly what the exam tests — not last year's objectives.
The SF-Data-Arch blueprint is divided into 6weighted domains. Questions on this page are distributed proportionally across each domain, so the mix you see here reflects the same weighting you'll face on exam day. High-weight domains like Salesforce Data Management and Large Data Volume Considerations contribute the most questions, meaning focused practice on these areas gives you the highest return on study time.
SF-Data-Arch Exam Blueprint — 6 Domains
Salesforce Data Management
Large Data Volume Considerations
Data Governance
Master Data Management
Data Migration
Data Modeling and Database Design
18 numbered sets, 6 domain question banks, and targeted sessions — every page is a unique set of questions.
Each chapter page covers one topic in depth — theory, key concepts, and focused practice questions. Use these to close knowledge gaps before returning to full practice tests.
Getting the most from practice questions requires more than just clicking through answers. Here is the study method used by candidates who pass SF-Data-Arch on their first attempt:
Answer before revealing
Read each SF-Data-Arch question fully, eliminate obviously wrong choices, then commit to an answer before clicking to reveal. This active recall process is what builds lasting knowledge.
Read every explanation
Even when you answer correctly, read the full explanation. Knowing WHY the right answer is correct — and why the distractors are wrong — is what separates a 750 score from a 900 score.
Track weak domains
Note which SF-Data-Arch domains you get wrong most often. Then do a targeted 20-30 question session focused only on that domain until your accuracy improves.
Simulate exam pacing
The real SF-Data-Arch is 90 minutes long. Use timed sessions to build the concentration and pacing you will need on exam day.
Most candidates who pass SF-Data-Arch on their first attempt report doing between 400 and 800 practice questions over 4–8 weeks of preparation. With 222+ questions in the Courseiva bank, you have more than enough material to build that repetition without seeing the same question twice.
Answer each question to reveal the full explanation and correct answer. This starter set is drawn from all 6 exam domains in blueprint proportion. Use the session selector to start a longer focused practice run.
A company is experiencing slow performance on reports that join multiple objects with millions of records. What architectural change should the Data Architect propose first to improve report performance?
Select an answer to reveal the explanation
You are auditing a Salesforce environment and discover a custom object with 20 million records. Users report that searching for records by a custom field 'External_ID__c' is extremely slow. What is the most appropriate action to take?
Select an answer to reveal the explanation
An architect is designing a governance framework for Master Data Management (MDM). Which approach is best for ensuring 'Golden Record' consistency in Salesforce?
Select an answer to reveal the explanation
A global organization uses Salesforce as its CRM and SAP as its ERP. They need to ensure that customer data remains consistent across both systems. Which approach best supports a Master Data Management strategy for this landscape?
Select an answer to reveal the explanation
A data architect is migrating 50 million records into a custom object. To ensure optimal performance and avoid hitting governor limits, which strategy should be implemented during the initial data load?
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Which design approach is best for handling a 'Data Warehouse' requirement within Salesforce when dealing with millions of records?
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Refer to the exhibit. An architect needs to track changes to the 'Status__c' field for auditing purposes. Based on the configuration provided, what is the best way to report on the duration a record spent in each status?
Select an answer to reveal the explanation
Which of the following is a classic symptom of poor Master Data Management in a Salesforce ecosystem?
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A company requires a data model to track 'Training Sessions' (which have many attendees) and 'Employees' (who attend many sessions). Which relationship is required to model this correctly?
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When designing a master data management solution in Salesforce, what is the significance of the 'Survivorship' rules?
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Universal Containers uses a Big Object named 'Log__b' to store audit trails. They need to generate a report that aggregates this data weekly for compliance. Standard SOQL queries are failing due to the volume of records. What should the architect recommend?
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A large custom object has 20 million records. A SOQL query is taking too long. What should the architect evaluate first?
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Which indexing strategy is best to improve performance for queries on a field used in multiple filters?
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What is the recommended approach to manage 'Skinny Tables' in an environment with Large Data Volumes?
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A global organization requires that sensitive customer data be categorized, protected, and auditable across Salesforce Orgs. Which data governance framework component is most effective for ensuring consistent data classification policies?
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A Salesforce org has a custom object Shipment__c with 12 million records. Users frequently run a SOQL query that filters on Status__c and Order_Date__c, and sorts by CreatedDate. The query is timing out. The org has an index on Status__c and a custom index on Order_Date__c. What is the most likely reason the query is still slow?
Select an answer to reveal the explanation
A multinational financial services company uses Salesforce to manage customer interactions. Its data governance team must ensure that all data elements containing Personally Identifiable Information (PII) are consistently classified, protected, and auditable across Production and Full Sandbox environments. The team is considering using Salesforce Data Mask to anonymize PII in Full Sandboxes. However, they are concerned that masking might alter the original data in Production. What is the most accurate statement regarding Data Mask and its role in this governance strategy?
Select an answer to reveal the explanation
A Salesforce org has a data governance policy that requires all new custom objects and fields to be reviewed and approved by a data governance council before creation. A developer needs to add a new field to the Account object to support a critical business process. What should the developer do first?
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Northern Trail Outfitters uses Salesforce as its system of entry for customer records, but the ERP remains the system of record for billing addresses. A data architect must design the MDM integration so that when a billing address changes in the ERP, Salesforce is updated, but address edits made in Salesforce do not flow back to the ERP. Which MDM pattern should the architect implement?
Select an answer to reveal the explanation
A retail company is implementing a data governance program and needs to define ownership and accountability for data quality. The company has multiple business units, each using Salesforce differently. The governance team wants to ensure that each data domain (e.g., Customer, Product, Order) has a clear owner responsible for data quality, definitions, and issue resolution. Which role should be assigned to fulfill this responsibility?
Select an answer to reveal the explanation
Answer all 20 questions to see your domain score breakdown
A structured study plan dramatically increases your chances of passing SF-Data-Arch on the first attempt. The most effective approach combines reading the official Salesforce documentation or a study guide, watching video explanations for difficult concepts, and then reinforcing everything with daily practice questions.
We recommend the following weekly structure for SF-Data-Arch preparation:
Cover each SF-Data-Arch domain systematically. Read the exam objectives, watch explanatory content, and do 10–20 practice questions per domain to test understanding as you go.
Run full 50–60 question mixed sessions daily. Review every wrong answer in detail. Identify which domains are consistently scoring below 70% and revisit those study materials.
Do 100–120 question timed sessions to simulate real exam conditions. Aim for consistent scores above 80% before booking your exam date. A score above 80% in practice typically translates to a passing SF-Data-Arch score.
On exam day, the SF-Data-Arch tests your ability to apply knowledge to realistic scenarios — not just recall definitions. This is why reading explanations and understanding the reasoning behind every answer matters more than simply grinding question volume. Use the high-count sessions (100, 120) in the final weeks as your confidence benchmark.
Questions
~222
On the real exam
Time limit
90 min
Official time limit
Passing score
700/1000
Scaled scoring
The SF-Data-Arch exam uses a scaled scoring system — your raw score of correct answers is converted to a score out of 1000. A passing score of 700/1000 does not mean you need 70% of questions correct; the conversion accounts for question difficulty. Consistently scoring above 75–80% on practice tests puts you in a strong position to achieve 700/1000 on the real exam.
Scenario-based questions covering exam objectives with detailed answer explanations.
Yes. Courseiva provides free Salesforce Certified Data Architecture and Management Designer practice questions with explanations across the official exam domains. Start with a quick practice test, then continue with topic-based practice, mock exams, missed-question review, bookmarked questions, weak-topic recommendations, and readiness tracking. No account required. Create a free account to unlock per-domain analytics and progress tracking across every certification on the platform. Courseiva is free forever, supported by advertising.
Every question is written against the official SF-Data-Arch exam blueprint published by Salesforce. Our questions follow the same wording style, scenario complexity, and answer structure as the actual exam. They are original questions — not brain dumps — so you learn the underlying concepts and reasoning, not just memorised answers. Candidates who study with brain dumps often pass but have no transferable knowledge; Courseiva questions make you genuinely competent.
Most candidates who pass SF-Data-Arch on their first attempt do 30–60 questions per day. Use the Quick 10 session for daily warm-ups when you are short on time. On study days, run a 50 or 60-question session to build stamina. Reserve 100 and 120-question sessions for the final two weeks when you want to simulate real exam conditions and benchmark your readiness.
The SF-Data-Arch covers 6 domains: Salesforce Data Management, Large Data Volume Considerations, Data Governance, Master Data Management, Data Migration, Data Modeling and Database Design. Each domain carries a different weight, so allocate your study time accordingly. The highest-weighted domains — Salesforce Data Management and Large Data Volume Considerations — should receive the most attention.
Exam dumps are memorised question-and-answer lists taken from actual exam papers, often obtained illegally and shared without Salesforce's authorisation. Using them violates your NDA and Salesforce's certification agreement, and can result in certification revocation. Courseiva questions are original — AI-assisted, checked against the official exam objectives, and published under the editorial oversight of an engineer with 12+ years' experience. They test the same knowledge areas using new scenarios and wording. You learn the material, not just the answers.
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