SF-Data-Arch Salesforce Data Management Practice Question
A Data Architect is tasked with cleaning up duplicate records in a large Salesforce organization. The duplicates have been identified across multiple objects. What is the most effective approach to maintain data integrity during this process?
⚠ Common exam trap
Candidates frequently suggest manual deletion or custom Apex deletion scripts, forgetting that native Merge features are specifically designed to re-parent related records automatically, preserving critical relational data integrity.
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Merge duplicate records using the native Salesforce Merge feature.
Using Duplicate Management rules alongside the Data Import Wizard or API-based deletion is the standard approach. By identifying duplicates through native features and merging them, the architect preserves related records (like child objects) that would otherwise be deleted during a manual record deletion. This ensures that the parent-child relationships remain intact, preventing data orphans and maintaining the overall integrity of the relational database structure.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Use Data Loader to export all records, delete them from Salesforce, and re-import unique records.
Why it's wrong here
This approach is dangerous because it leads to data loss if related child records are not properly mapped. Deleting all records forces a full reload, which is time-consuming and risks breaking existing system relationships, security settings, and audit trails that rely on the original record identifiers.
- ✗
Delete records using a hard-delete command to ensure they are permanently removed.
Why it's wrong here
Hard-deleting records is irreversible and creates significant risks. It bypasses the Recycle Bin, meaning that any mistakenly deleted records cannot be recovered. Furthermore, it often leaves orphaned child records in the system, creating a mess of disconnected data that is difficult to fix without significant manual intervention.
- ✓
Merge duplicate records using the native Salesforce Merge feature.
Why this is correct
The native Merge feature is the safest way to consolidate duplicates. It automatically handles the reparenting of child records, such as Opportunities or Cases, to the master record. This prevents data loss and ensures that the history of interactions remains linked to the correct, surviving record in the system.
- ✗
Update the records to a dummy state and hide them from all user profiles.
Why it's wrong here
Updating records to a dummy state does not resolve the root problem. The records remain in the system, consuming storage space and potentially appearing in reports or global searches. It is a poor practice that complicates data reporting and does not contribute to a cleaner, more reliable Salesforce database.
About these practice questions
This SF-Data-Arch question is part of Courseiva's 222-question bank — original exam-style content with full explanations and wrong-answer analysis, never real exam questions or exam dumps. Learn why practice questions differ from exam dumps →
JA
Written and reviewed by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
Last reviewed September 2026 · checked against the official Salesforce exam blueprint
This SF-Data-Arch practice question is part of Courseiva's free Salesforce certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the SF-Data-Arch exam.