Marketing AI Agent Testing — 391 Scenarios
Test marketing AI agents on campaign planning, content strategy, budget allocation, performance analysis, and CMO-level strategic advisory scenarios.
AI agents in the marketingindustry 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 marketing 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 Marketing
Operations & General
220 scenariosCore operational scenarios, customer interactions, and general agent testing
video marketing
12ppc paid search
12local multi location
10product marketing
10ecommerce marketing
10b2b marketing
9cro conversion
8pr communications
8adversarial and edge cases
8podcast marketing
8marketing automation
8event marketing
8budget and planning
8sms marketing
8influencer marketing
8brand marketing
8growth marketing
8abm account based
8crm loyalty
7out of home
7affiliate marketing
7field marketing
6partnership channel
6direct mail
5ad copy creation
4copywriting execution
4ad spend optimization
3copywriting strategy
3reporting diagnosis and fix
3ad creation strategy
3ad diagnosis and fix
3SEO & Organic
29 scenariosSearch optimization, keyword strategy, and organic growth
seo technical
11seo and organic
10seo local
8Email Marketing
27 scenariosEmail campaigns, deliverability, segmentation, and automation
email marketing
17email creation
4email diagnosis and fix
3email marketing strategy
3Analytics & Reporting
25 scenariosMarketing analytics, dashboards, and performance tracking
analytics and attribution
20analytics reporting
3analytics execution
2Content Marketing
23 scenariosContent strategy, creation, distribution, and measurement
content marketing
20content diagnosis and fix
3Paid Media
20 scenariosPPC, display, social ads, and paid media optimization
paid media
20Social Media
15 scenariosSocial strategy, content, engagement, and community management
social media
8social media content
4social media strategy
3Campaign Management
13 scenariosCampaign strategy, execution, and performance optimization
campaign strategy
10campaign execution
3International & Cross-Border
10 scenariosCustoms, USMCA, cross-border documentation, and duties
international marketing
10Grant Writing
6 scenariosGrant applications, LOIs, and nonprofit fundraising
grant writing strategy
2grant diagnosis and fix
2grant writing execution
2Compliance & Audit
3 scenariosGap analysis, audit readiness, remediation planning, and control posture assessment
compliance content
3Example Scenario
Agent must explain why Meta shows 200 purchases, GA4 shows 45, and Shopify shows 120 — then recommend a tracking fix — grounded in documented Meta over-attribution (~26% average) and the March 2026 Meta attribution change.
Coverage Stats
Test Your Marketing Agent
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