Data & Analytics Management - Scenario-based questions

Question 1

An admin wants to import 10,000 new Leads from a spreadsheet. What’s the best tool to use?

Answer 1

Use the Data Import Wizard, which is ideal for smaller data volumes and includes Leads.

Question 2

A company wants to migrate 2 million Account records from another CRM. What tool should the admin use?

Answer 2

Use Data Loader, designed for large-scale data operations.

Question 3

A sales manager reports duplicate Contacts are appearing. How can an admin automatically prevent this?

Answer 3

Set up Duplicate Rules and Matching Rules to detect and block duplicates.

Question 4

A user complains they can’t save a record because an error message appears about missing data. What’s likely enforcing this?

Answer 4

A Validation Rule is requiring certain field conditions before saving.

Question 5

The operations team needs to ensure every Opportunity has a Close Date before saving. How should the admin enforce this?

Answer 5

Create a Validation Rule to require the Close Date field.

Question 6

A marketing user accidentally deleted a Campaign and asks to restore it. What should the admin do?

Answer 6

Recover it from the Recycle Bin, if still available.

Question 7

A company imports Account data weekly from an external ERP system. How can the admin match records accurately?

Answer 7

Use an External ID field to match records across systems.

Question 8

An admin needs to relate custom “Project” records to multiple “Account” records. What should they create?

Answer 8

A Junction Object to establish a many-to-many relationship.

Question 9

A user wants to clean up old closed Cases to improve performance. What should the admin recommend?

Answer 9

Use Data Archiving to move inactive records out of the active database.

Question 10

A company wants to ensure data integrity when users manually import files. How can the admin manage this?

Answer 10

Train users to use the Data Import Wizard with strict field mappings and validation.

Question 11

An admin needs to delete outdated Leads in bulk. Which tool is most efficient?

Answer 11

Use Data Loader with the Delete function.

Question 12

The sales VP wants to analyze closed Opportunities by region and quarter. What’s the best reporting format?

Answer 12

Create a Summary Report grouped by region and Close Date.

Question 13

A marketing analyst needs to compare Campaign performance across different departments. Which report type should they use?

Answer 13

A Matrix Report to analyze Campaigns by department and region.

Question 14

A manager wants a dashboard that shows data relevant only to whoever is logged in. How should the admin configure it?

Answer 14

Create a Dynamic Dashboard to display user-specific data.

Question 15

An admin wants to schedule automatic weekly exports of Salesforce data for backup. What should they configure?

Answer 15

Set up Data Export Service with a recurring schedule.

Question 16

A data team wants to build visual charts combining multiple report sources. What’s the best option?

Answer 16

Create a Joined Report to combine multiple report types.

Question 17

A company wants to group Opportunities by revenue ranges in a report. What feature supports this?

Answer 17

Use Bucket Fields to categorize Opportunities by value range.

Question 18

An analyst needs to show total revenue plus 10% projected growth in a report. How can this be achieved?

Answer 18

Add a Row-Level Formula to calculate projected growth.

Question 19

A department head wants to give staff access to a dashboard but not allow edits. How can the admin manage this?

Answer 19

Store the dashboard in a Read-Only Folder shared with View access.

Question 20

A user wants to relate Cases to custom “Repair Orders.” What kind of relationship should be created?

Answer 20

A Lookup Relationship for flexibility and independent record ownership.

Question 21

A company notices performance issues because one user owns 200,000 Contacts. What’s happening?

Answer 21

Data Skew, where too many records share one owner.

Question 22

A support team wants to ensure each Case has a valid email and phone number. How can the admin enforce this?

Answer 22

Create Validation Rules for required formatting and completeness.

Question 23

A new Salesforce implementation needs a visual map of all object relationships. What should the admin use?

Answer 23

Use the Schema Builder to view and modify data model relationships.

Question 24

A manager requests a report that shows Opportunities grouped by Stage and includes a chart. What report format should be used?

Answer 24

A Summary Report with a chart visualization.

Question 25

An admin needs to track changes to the Billing Address field on Accounts. How can this be done?

Answer 25

Enable Field History Tracking for the Billing Address field.

Question 26

A dashboard displays “Insufficient Access” errors for users. What’s the most likely cause?

Answer 26

The dashboard uses Static View settings and references data users can’t access.

Question 27

A company wants to track which records were updated during nightly imports. What’s the best solution?

Answer 27

Include Last Modified Date in import/export files for tracking.

Question 28

An admin needs to merge three duplicate Account records into one. How should they do it?

Answer 28

Use the Merge Accounts feature to combine and retain key data.

Question 29

A new analytics manager wants to build predictive reports using AI. What Salesforce tool supports this?

Answer 29

Einstein Analytics (Tableau CRM) enables AI-driven dashboards and insights.

Question 30

A team needs a live dashboard tracking open Cases updated every hour. What’s required?

Answer 30

A Dashboard Refresh Schedule set to hourly or daily as needed.

Question 31

A user wants to compare actual vs. forecasted revenue in one visualization. What should they build?

Answer 31

A Dashboard Component sourced from a custom report.

Question 32

An admin needs to export 100,000 Contacts for an external campaign. What tool should they use?

Answer 32

Use Data Loader for large data export volumes.

Question 33

A compliance officer wants to confirm old data is retained per company policy. What feature should be referenced?

Answer 33

The Data Retention and Archiving settings in Salesforce.

Question 34

A team leader wants to analyze the number of new Accounts created per week. What’s the best reporting option?

Answer 34

Create a Summary Report grouped by Created Date (weekly).

Question 35

A project manager wants to integrate Salesforce with an external SQL database for analysis. What process applies?

Answer 35

Use an ETL (Extract, Transform, Load) process for data integration.

Question 36

A user wants to schedule a weekly Case Summary report to their inbox. What feature enables this?

Answer 36

Report Subscription emails deliver scheduled reports.

Question 37

A new analyst wants to know how report access is restricted per user. What determines this?

Answer 37

Row-Level Security, which follows sharing and permission rules.

Question 38

An admin needs to identify and remove inactive records not modified in 2 years. What’s the best approach?

Answer 38

Run a Report Filtered by Last Modified Date and use Data Loader to delete.

Question 39

A company wants real-time insights from IoT devices integrated with Salesforce. Which analytics platform supports this?

Answer 39

Einstein Analytics (Tableau CRM) with external data integration.

Question 40

A system admin needs to prevent importing bad email formats. How can this be enforced?

Answer 40

Create a Validation Rule with a REGEX function for proper email format.

Question 41

A data manager wants to automate nightly synchronization between Salesforce and an ERP system. What’s required?

Answer 41

Set up a Data Integration tool or middleware (like MuleSoft or Informatica).