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ServiceNow Discovery is a powerful tool that automates the process of identifying and populating configuration items (CIs) in your CMDB. Rather than simply reading documentation, you’ll gain a deeper understanding by researching and answering practical, real-world questions.
How to Use This Article:
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Read each question carefully. Consider how ServiceNow Discovery works, review official docs, and examine your instance if available.
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Investigate and document your findings. Use logs, dashboards, and community best practices to build your answers.
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Share your insights. Post your answers and learning on the ServiceNow Community to help peers and validate your approach.
Core Discovery Operations
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In a large enterprise with segmented networks, how can we optimise MID Server placement and manage secure communication between MID Servers and the Discovery process?
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How can we troubleshoot credential failures when we know the credentials are valid, but Discovery fails authentication?
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What are the signs that we need a custom pattern instead of relying on out-of-the-box (OOB) patterns?
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How can we monitor and optimise Discovery schedules to avoid overlapping runs or overloading MID Servers?
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What’s your step-by-step approach when troubleshooting Discovery failures for specific CI types, such as network devices or server CIs?
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What’s the industry practice for ensuring Discovery processes comply with internal security and audit policies?
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How does Discovery interact with Event Management and Service Mapping, and what pitfalls should we watch for in integrated environments?
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How do we validate the accuracy of CI attributes populated by Discovery?
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How can we leverage the ECC Queue and probe/pattern logs for better debugging?
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In a hybrid cloud/on-prem setup, how can we fine-tune Identification and Reconciliation rules to prevent duplicate CIs when IPs or hostnames change frequently?
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What are the best practices for discovering devices that don’t respond to SNMP or WMI, especially edge devices or legacy systems?
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How do we handle unidentified devices discovered through IP sweeps but not classified or fully identified?
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How do we monitor and proactively manage ECC Queue congestion or MID Server resource exhaustion during large discoveries?
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How do we build custom Discovery patterns for internally developed applications or niche technologies not covered by OOB?
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Is there a best practice for tracking what changes Discovery makes to CIs, for audit or rollback purposes?
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How do we ensure that Discovery data supports accurate Service Mapping, especially when CI relationships are unclear or incomplete?
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Which logs and tools do you prioritise: ECC Queue, probe/pattern logs, MID Server logs, and in what order?
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In your experience, what’s the most common mistake teams make with Discovery in large hybrid environments, and how would you avoid it?
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In real environments, how do we manage multiple MID Servers across different regions or domains to ensure optimal load balancing and failover?
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What’s the best way to use the Discovery Dashboard to monitor discovery failures over time and correlate them with CI types or subnets?
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Can schedules be prioritised or run in parallel without overwhelming the MID Server or ECC Queue?
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In what scenarios would you define multiple behaviours for a single schedule, for example, Windows and SNMP in the same IP range?
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How do we validate if Shazzam launched the correct probes based on the behaviour configuration?
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Can you explain how discovery data impacts CMDB Health sub-metrics like completeness and correctness?
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How to work with multiple data sources like Discovery, SCCM, Azure, Import Set, JAMF, etc.?
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What is the difference between credential-based and credential-less discovery in ServiceNow, and in which scenarios should each be used?
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What is credential affinity in ServiceNow Discovery, and how does it improve the efficiency or accuracy of credential selection?
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What are the best practices for ServiceNow Discovery?
Advanced and Modern Scenarios
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How does ServiceNow Discovery handle virtualised environments like VMware, Hyper-V, and cloud-native services (e.g., AWS EC2 or Azure VMs)? What are the nuances of each?
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What is the role of the Shazzam probe in the horizontal discovery phase, and how can we verify that it’s functioning correctly?
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How do Discovery Patterns differ from legacy probes/scripts, and when should you use one over the other?
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What’s the significance of the Classification and Identification phases in the Discovery process, and how do they impact CI creation?
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How can we configure Discovery to respect maintenance windows or blackout periods in critical systems?
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What role does the IP Address Table play in managing Discovery data, and how should it be maintained to prevent pollution or misidentification?
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How does ServiceNow Discovery manage dependency mapping in environments with load balancers, NAT, or IP masquerading?
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What’s the difference between Horizontal Discovery and Top-Down Discovery, and when would you use each?
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How can Discovery be extended to collect custom attributes or metrics not available in the base pattern?
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How do Discovery errors and failures reflect in the CMDB Health dashboard, and how should they be remediated?
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What’s the difference between a Discovery Pattern and a Parse Variable, and how are they used in tandem?
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How can Discovery be used to track lifecycle status of assets, such as retired or decommissioned, and clean stale CIs?
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How does ServiceNow Discovery perform with IPv6 networks, and what adjustments are needed to support IPv6-only subnets?
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How can we integrate Discovery with Change Management or Incident Management to automatically trigger discovery after certain events?
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How do we scale Discovery for fast-changing environments like Kubernetes, serverless apps, or ephemeral workloads?
Next Steps:
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Post your researched answers in the comments to share and compare approaches.
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Vote on responses you find most valuable to help the community surface best practices.
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Bookmark this article to return as you progress in mastering Discovery.
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