ServiceNow

ServiceNow Certified Application Specialist – Performance Analytics (CAS-PA) practice questions

Q: What is the most common pitfall when configuring Data Collection questions?

Candidates frequently confuse **Indicator Sources** with **Breakdown Sources**. An Indicator Source determines which set of records to pull from a table (for example, Incident.Open), while a Breakdown Source dictates how to slice that data (for example, Assignment Group or Priority). Misunderstanding how these two combine inside a collection job will impact your score significantly — they are two separate inputs to the same collection, not two names for the same thing.

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Questions: 79
Exam length: 90 min
Updated: Jun 21, 2026

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Domain coverage 4 domains

Performance Analytics Fundamentals (30%)
Data Configuration and Collection (25%)
Indicators, Dashboards, and Widgets (30%)
Security, Governance, and Maintenance (15%)

Sample questions 8 of 79 shown

Q1
Which of the following are true statements about configuring pie, donut, and single score visualisations in workspaces?
1. Data labels are shown as only percentages, as values, or as both.
2. Legend percentages are shown along with values.
3. The metric label name is displayed near the metric value.
4. Set gradient, texture, or no colour options for data display.
The correct answer is ABC. these concepts relate to Performance Analytics architecture, components, deployment tasks, and use cases.
Q2
What role is required to create personal targets and thresholds for users who can view an indicator on the Analytics Hub?
1. pa_viewer
2. pa_target_admin
3. pa_threshold_admin
4. No role
The correct answer is A. pa_viewer is correct because these concepts relate to Performance Analytics architecture, components, deployment tasks, and use cases.
Q3
How should an admin activate the KPI Signals?
1. Raise a ServiceNow Support (HI) request
2. Request from the ServiceNow Store
3. It is active by default
4. Activate the sn-kpi-signals plugin
The correct answer is C. It is active by default is correct because these concepts relate to Performance Analytics architecture, components, deployment tasks, and use cases.
Q4
What does anti-signal indicate in KPI Signals?
1. No signal has been detected
2. Long-term stability
3. Abnormal variation in the scores of a KPI
4. A workflow has changed
The correct answer is A. No signal has been detected is correct because these concepts relate to Performance Analytics architecture, components, deployment tasks, and use cases.
Q5
How are responsible users reminded when a signal remains unresolved?
1. Via Virtual Agent
2. Via Connect Chat
3. By email notification
4. By text message
The correct answer is C. By email notification is correct because these concepts relate to Performance Analytics architecture, components, deployment tasks, and use cases.
Q6
What data update settings can you enable for a single score visualisation to update the score in real-time?
1. Background refresh interval (minutes)
2. Show score update time
3. Real time update
4. Live refresh date (seconds)
The correct answer is C. Real time update is correct because these concepts relate to Performance Analytics architecture, components, deployment tasks, and use cases.
Q7
Which of the following styling options is NOT available with the data visualisation component configuration in workspaces?
1. Sort on categories in bar, pie, and donut visualisations based on table data sources.
2. Set default, palette, or single colour options for data display.
3. Change score sizes of single score visualisations.
4. Create a new visualisation type with predefined styling.
The correct answer is D. Create a new visualisation type with predefined styling. is correct because these concepts relate to Performance Analytics architecture, components, deployment tasks, and use cases.
Q8
As a Performance Analytics Admin, what is the best course of action after running Diagnostics?
1. Review the suggested solution and take steps to resolve the error or warning.
2. Review the linked knowledge base article.
3. For errors, use the Create a Problem UI action to create a problem record.
4. Contact the system administrator if any errors or warnings are generated.
The correct answer is A. Review the suggested solution and take steps to resolve the error or warning. is correct because these concepts relate to Performance Analytics architecture, components, deployment tasks, and use cases.

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Reader reviews 142 ratings

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Frequently asked questions

What separates Performance Analytics from standard ServiceNow Reporting on the exam?

This distinction is heavily tested. Standard Reporting analyzes the platform's data in its current state as a real-time snapshot. Performance Analytics takes historical snapshots over scheduled intervals to track trends, calculate forecast metrics, and measure key performance indicators (KPIs) over time. You must know when to use which engine — standard reporting for point-in-time answers, PA for trend and forecast analysis.

What is the most common pitfall when configuring Data Collection questions?

Candidates frequently confuse Indicator Sources with Breakdown Sources. An Indicator Source determines which set of records to pull from a table (for example, Incident.Open), while a Breakdown Source dictates how to slice that data (for example, Assignment Group or Priority). Misunderstanding how these two combine inside a collection job will impact your score significantly — they are two separate inputs to the same collection, not two names for the same thing.

How do I maintain the CAS-PA certification after passing?

Like all ServiceNow Mainline certifications, you are required to complete annual Delta Exams on Now Learning following major platform release cycles. These short, unproctored assessments focus purely on newly introduced features. Failure to finish the Delta within the official window will result in your certification expiring.

Are there any scripting prerequisites tested under the Security & Governance domain?

Yes, basic JavaScript knowledge tailored to ServiceNow API formatting is tested. You should know how to configure PA scripts to calculate specialized values when standard fields cannot compute the mathematical variance required by an indicator. ServiceNow also tests diagnostic skills — tracing failed collection jobs to script errors, identifying redundant indicators, and optimizing slow-running PA scripts.

How do the practice Indicator Source and Indicator type scenarios compare to real CAS-PA exam questions?

The mock exam scenarios target the same Performance Analytics mechanics the real exam tests — distinguishing Indicator Sources from Breakdown Sources in collection job configuration, choosing between Automated, Formula, and Manual Indicator types for different business requirements, and configuring dashboard scorecards with target thresholds and trigger conditions. Each scenario presents a PA configuration, asks which source or indicator type applies, and walks through the data collection and aggregation logic step by step in the answer explanation.

When should I use the PDF download to review collection job scheduling and dashboard widget configurations offline?

The PDF download is most useful when you want to study collection job scheduling and dashboard widget configurations offline — from Indicator and Breakdown Source setup with daily/weekly/monthly frequencies through Data Collector scheduling and backfilling best practices, alongside time-series widgets, breakdown widgets, scorecards, and Analytics Hub aggregation types. The mock exam scenarios cover the same collection and visualization configurations in interactive format for timed practice, while the PDF lets you study the full PA data pipeline on paper during commutes or in environments without stable internet.

What prerequisites do I need to meet before registering for the CAS-PA exam?

You must complete the ServiceNow Administration Fundamentals (SNAF) course (or hold the active CSA credential), the Performance Analytics (PA) Fundamentals course (multi-day on-demand or instructor-led), and the Performance Analytics (PA) Advanced course (deep dive into complex breakdowns, advanced scripting, properties, and formula architecture) on Now Learning. ServiceNow also recommends at least six months of active hands-on experience participating in ServiceNow implementation or optimization projects involving out-of-the-box content packs, custom metrics, and advanced dashboards.

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Community-verified analysis of 19 questions from real test-taker discussions — 8 deep analyses and 20 FAQs.

Full study guide 19 topics, exam overview & domain breakdown Most debated topics Ranked by community disagreement Technical FAQ 20 community-vetted answers