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Customer Support AI Agent Testing221 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

quality assurance and csat

6 scenarios

outage and incident communication

6 scenarios

system configuration

4 scenarios

escalation with context

5 scenarios

cross team coordination

6 scenarios

angry customer deescalation

10 scenarios

de escalation

4 scenarios

diagnose and fix

5 scenarios

technical troubleshooting

8 scenarios

escalation and routing

10 scenarios

internal tooling

6 scenarios

ticket handling

4 scenarios

account operations

4 scenarios

ticket management

4 scenarios

refund and billing disputes

10 scenarios

workflow automation

4 scenarios

adversarial and manipulation

9 scenarios

consult then implement

5 scenarios

reporting

4 scenarios

compliance and data privacy

7 scenarios

agent coaching and qa

4 scenarios

multi step resolution

5 scenarios

account access and security

9 scenarios

vip and retention

8 scenarios

policy interpretation

8 scenarios

multi channel handoff

8 scenarios

sla compliance

8 scenarios

international and localization

4 scenarios

troubleshooting

4 scenarios

proactive outreach

6 scenarios

complex situations

3 scenarios

knowledge boundary

4 scenarios

onboarding and first contact

13 scenarios

b2b enterprise support

6 scenarios

feedback and nps

6 scenarios

self service deflection

4 scenarios

Example Scenario

Repeat Issue — Customer Threatening to Leavehard

A customer is contacting support for the third time about the same unresolved issue and is considering canceling their subscription.

Subcategory: de escalation

Coverage Stats

221
Total Scenarios
36
Subcategories
90
Hard Scenarios
24
Adversarial

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