Customer Support AI Agent Testing — 222 Scenarios
Evaluate AI support agents on escalation handling, SLA compliance, multi-channel handoffs, angry customer de-escalation, refund authorization, and compliance-sensitive complaint routing.
AI agents in the customer supportindustry handle some of the most consequential conversations in business. A wrong answer doesn't just frustrate a user — it can trigger compliance violations, financial losses, legal liability, or irreversible damage to customer relationships. Testing these agents with generic prompts misses the edge cases that matter most.
Agent Scrimmage evaluates customer support AI agents with scenarios grounded in real industry workflows, real regulations, and real failure patterns. Every scenario includes specific success criteria and failure indicators so scoring is objective, not subjective. The scenarios cover routine tasks, complex multi-step workflows, compliance-sensitive situations, and adversarial attempts to manipulate the agent.
Whether you're building a customer-facing chatbot, an internal workflow agent, or a hybrid that does both, Agent Scrimmage tells you exactly where it breaks — and generates the training assets to fix it.
What We Test in Customer Support
Operations & General
139 scenariosCore operational scenarios, customer interactions, and general agent testing
refund and billing disputes
10account access and security
9adversarial and manipulation
9policy interpretation
8sla compliance
8vip and retention
8b2b enterprise support
6cross team coordination
6feedback and nps
6internal tooling
6outage and incident communication
6quality assurance and csat
6consult then implement
5diagnose and fix
5multi step resolution
5account operations
4agent coaching and qa
4complex situations
4knowledge boundary
4reporting
4self service deflection
4system configuration
4troubleshooting
4workflow automation
4Escalation & Routing
15 scenariosRouting to specialists, managers, and cross-team handoffs
escalation and routing
10escalation with context
5Onboarding
13 scenariosNew hire onboarding, orientation, and first-day workflows
onboarding and first contact
13De-escalation
10 scenariosHandling frustrated, angry, or threatening customers
angry customer deescalation
10Multi-Channel
8 scenariosCross-channel handoffs between chat, email, phone, and social
multi channel handoff
8Technical Support
8 scenariosTroubleshooting, diagnostics, and technical issue resolution
technical troubleshooting
8Ticket Management
8 scenariosTicket handling, prioritization, and SLA tracking
ticket handling
4ticket management
4Compliance & Privacy
7 scenariosData privacy, GDPR, and regulatory compliance handling
compliance and data privacy
7Compliance & Audit
7 scenariosGap analysis, audit readiness, remediation planning, and control posture assessment
compliance and data privacy
7Proactive Intelligence
6 scenariosAnticipating questions, warning about consequences, and proactive help
proactive outreach
6De-escalation
4 scenariosCalming upset customers and resolving conflicts
de escalation
4International & Cross-Border
4 scenariosCustoms, USMCA, cross-border documentation, and duties
international and localization
4Example Scenario
A customer is contacting support for the third time about the same unresolved issue and is considering canceling their subscription.
Coverage Stats
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Request a DemoRelated Industries
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Stress-test SaaS AI agents on user onboarding, billing disputes, API troubleshooting, feature request triage, account cancellation retention, and permission escalation edge cases.
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