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CIS-DF · domain

Insight

Practise ServiceNow Certified Implementation Specialist - Data Foundations (CMDB and CSDM) (CIS-DF) (CIS-DF) Insight practice questions — original exam-style scenarios with answer choices, explanations, and analysis of common mistakes.

59 questions14 easy22 medium23 hard

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What this domain covers

What to know about Insight

Insight questions test whether you can apply the concept in context, not just recognise a definition.

How the topic appears in realistic exam-style scenarios.

Which detail in the question changes the correct answer.

How to eliminate plausible but wrong options.

How to connect the question back to the wider exam objective.

Watch out for

Common Insight exam traps

  • Answering from memory before reading the full scenario.
  • Missing a constraint such as cost, availability, security, scope or command context.
  • Choosing a broad answer when the question asks for the most specific fix.
  • Ignoring why the wrong options are tempting.

Question index

All Insight questions (59)

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1

Which THREE of the following statements are true regarding Dependency Views visualization? (Choose three.)

Hard
2

What is the primary visual benefit of using Dependency Views during change management planning?

Easy
3

An IT director wants to identify all business applications that do not have an assigned owner or support group in the CMDB. Which ServiceNow reporting or dashboard feature is best suited to highlight this specific completeness gap?

Medium
4

Which TWO of the following metrics are categorized under the Correctness pillar of the CMDB Health Dashboard? (Choose two.)

Medium
5

An IT team wants to create a report that lists all Business Services that depend on a specific database instance, traversing up to three relationship hops away. Which native feature can accomplish this multi-hop relationship extraction?

Medium
6

An enterprise has multiple child domains. An administrator needs to generate a CMDB Query Builder report that aggregates CIs across all domains while respecting domain separation rules. How does Query Builder handle domain separation?

Hard
7

A stakeholder needs to track the count of orphaned CIs (CIs with no relationships) across the entire CMDB on a weekly dashboard. Which built-in tool or dashboard is best suited for providing this data?

Medium
8

Which TWO of the following features are associated with Service Mapping visualization and insights? (Choose two.)

Medium
9

An organization wants to track performance metrics for Service Mapping, specifically measuring the average time taken to complete full discovery maps across all critical business services. Which reporting feature provides this analytics capability?

Hard
10

An administrator is troubleshooting a Service Mapping map where a load balancer is mapped correctly, but the backend web servers are missing from the topology. Upon checking the traffic connections, the traffic is visible, but the map traversal stopped. What is the most common reason for this behavior in Service Mapping?

Hard
11

An administrator wants to view the hierarchical relationship and physical connections between a Business Application and its underlying database infrastructure in the CMDB. Which feature should they open from the Configuration Item form?

Easy
12

An enterprise architect wants to visualize the hierarchical relationship between Business Applications, Technical Services, and underlying Application Services using native CSDM visualization tools. Which tool provides the most appropriate structured view for this CSDM domain alignment?

Medium
13

When configuring Relationship Filters within Dependency Views, an administrator wants to ensure that only 'Runs on::Runs' and 'Hosted on::Hosts' relationships are rendered by default for all users. Where is this default view behavior configured?

Hard
14

A reporting analyst wants to create a report showing the distribution of CIs across different operational statuses (e.g., In Use, Maintenance, Retired). Which table and field should be used as the primary grouping?

Medium
15

What is the primary purpose of the CMDB Query Builder when generating insights?

Easy
16

A user is utilizing Dependency Views to analyze a critical business application outage. The map displays multiple downstream relationships, but one expected server CI is missing from the view. What is the most likely cause for this behavior in Service Mapping and Dependency Views?

Hard
17

Which TWO of the following methods can be used to view relationship-based insights for a configuration item in ServiceNow? (Choose two.)

Medium
18

Which TWO of the following capabilities are provided out-of-the-box by the CMDB Health Dashboard? (Choose two.)

Medium
19

An organization requires a custom report that extracts CIs that match a complex multi-class criteria: Linux servers running a specific Oracle version that connect to a Business Service via a downstream 'Depends on::Used by' relationship. What is the most efficient native way to generate this dataset?

Hard
20

An administrator needs to create a CMDB Query Builder definition to locate all Windows Servers that host a specific Business Application and have an open critical Incident. What capability does Query Builder provide to achieve this?

Medium
21

Which THREE features are provided natively by the CMDB Query Builder tool? (Choose three.)

Medium
22

Which ServiceNow workspace or dashboard provides a unified view for monitoring overall ITOM health, including Discovery status, Service Mapping coverage, and event alerts?

Easy
23

An incident manager wants to see all upstream business services impacted by a failed network switch directly from the infrastructure alert. Where can they view this immediate impact path?

Easy
24

A team needs to evaluate the overall health of their CSDM implementation by verifying if technical services are correctly linked to applications and infrastructure. Which built-in assessment tool provides this specific visibility?

Medium
25

Which TWO of the following tasks can be accomplished using the CMDB Data Manager? (Choose two.)

Medium
26

Which THREE of the following actions help ensure accurate relationship-based insights in the CMDB? (Choose three.)

Hard
27

When analyzing a service map in Service Mapping, an administrator wants to see live network connections and traffic flows captured between application nodes. Which feature provides this insight?

Medium
28

Which THREE of the following are primary components evaluated under the CMDB Health Dashboard framework? (Choose three.)

Hard
29

What does a green health score indicator represent on the CMDB Health Dashboard?

Easy
30

While reviewing the CMDB Dashboard, an administrator notices a high number of duplicate CIs flagged under the Correctness score. What mechanism should be reviewed and tuned to prevent these duplicate records from being continuously created by incoming integrations?

Hard
31

Where can an administrator view graphical relationship maps directly from an incident ticket to assess which business services might be affected by an attached configuration item?

Easy
32

During a Dependency Views troubleshooting session, an engineer notices that a specific application server is missing its connected database nodes. What is the most likely cause when relationships are missing despite successful Discovery runs?

Hard
33

An organization is troubleshooting a Service Mapping map where a discovery pattern fails to populate attributes for a custom application server. Which diagnostic tool helps inspect the raw payload and intermediate variables during pattern execution?

Hard
34

An enterprise wants to schedule a CMDB Query Builder query to automatically run weekly and export the resulting CI dataset to an external SFTP server. Which feature enables this automation?

Hard
35

When customizing Dependency Views icons and indicators, an administrator wants to display a visual alert symbol directly on a CI node when its associated hardware warranty is expiring within 30 days. How is this achieved within the platform?

Hard
36

An enterprise wants to customize the node grouping and visual presentation within Dependency Views to highlight high-risk hardware. Where are the configuration settings for Dependency Views map formatters and indicators managed?

Medium
37

Which TWO of the following dashboards help an organization monitor CSDM adoption and data alignment? (Choose two.)

Medium
38

Which tab or related list on a Configuration Item form allows a user to manually add a new relationship to another CI without using Discovery?

Easy
39

Which THREE of the following actions can an administrator take to remediate duplicate CIs identified by the CMDB Health Dashboard? (Choose three.)

Hard
40

Which tool enables administrators to define rules that automatically retire or archive CIs based on their operational status and last update date?

Easy
41

An administrator needs to identify Configuration Items that have not been updated by any discovery source or integration for more than 90 days. Which tool in ServiceNow should be used to isolate these stale records for review?

Medium
42

Which dashboard provides visibility into how well an organization's data aligns with the Common Service Data Model (CSDM) across foundations, design, manage technical services, and sell/consume?

Easy
43

A user is viewing a Dependency Views map and wants to filter out non-essential relationships, showing only 'Hosted on' links. Where can they adjust this filter in the UI?

Medium
44

Which THREE of the following features are key attributes of the CMDB Query Builder? (Choose three.)

Hard
45

Which THREE of the following are benefits of implementing CSDM and using the CSDM Data Foundations Dashboard? (Choose three.)

Hard
46

Which THREE of the following features are supported when configuring and working with CMDB Query Builder? (Choose three.)

Hard
47

When analyzing CMDB data using Performance Analytics, which of the following is a primary benefit of using CMDB PA dashboards over standard list reports?

Easy
48

An analyst is examining a map in Service Mapping and needs to understand why a specific process on a host was not included in the map. Which map indicator or feature should they inspect?

Medium
49

An enterprise configuration manager needs to audit all manual relationship modifications made to production servers over the last 30 days to ensure compliance with automated discovery policies. Which native audit mechanism tracks this?

Hard
50

A platform administrator is configuring CMDB Health dashboards to track completeness, compliance, and correctness of CI records. Which metric is evaluated specifically under the Correctness KPI score?

Easy
51

When configuring custom indicators in Dependency Views, an organization wants to display a warning badge on any server CI whose CPU utilization exceeds 90% based on recent Performance Analytics or metric data. Where are custom widget indicators and map decorators configured for Dependency Views?

Hard
52

Which THREE capabilities are available when analyzing insights from Service Mapping visualization and map data? (Choose three.)

Hard
53

An organization wants to establish a baseline snapshot of their critical infrastructure CIs to compare against future configuration changes. Which native feature allows creating and viewing these configuration baselines?

Medium
54

An organization uses Service Mapping to visualize an e-commerce application. A user notices that a specific entry point shows a 'Partial' map status. What does this Insight indicator specifically communicate?

Hard
55

Which TWO of the following indicators or statuses can be viewed on a Service Mapping map? (Choose two.)

Medium
56

Which TWO metrics are primary components of the CMDB Health framework? (Choose two.)

Easy
57

When configuring and troubleshooting Dependency Views in ServiceNow, which TWO factors directly affect how relationship lines and nodes are displayed between CIs? (Choose two.)

Hard
58

A CMDB administrator notices that multiple duplicate server records were created because different discovery tools used slightly different naming conventions. Which dashboard helps isolate and report on these duplicate CIs before remediation?

Medium
59

Which module provides a centralized reporting interface specifically for monitoring CMDB data quality scores across Completeness, Correctness, and Compliance?

Easy

Frequently asked questions

What does the Insight domain cover on the CIS-DF exam?
Insight questions test whether you can apply the concept in context, not just recognise a definition.
How many questions are in this domain?
This page lists all 59 Insight questions in the CIS-DF question bank. The actual exam draws from this domain proportionally to its weighting in the official exam blueprint.
What is the best way to practise this domain?
Start with a short focused session (10 questions) to identify gaps, then work through explanations. Repeat with a longer session once the weak areas feel solid.
Can I practise only Insight questions?
Yes — the session launcher on this page filters questions to this domain only. Choose any session length for inline explanations and scoring.
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