How to think about Campaign Agent

Think of Campaign Agent as a new member of your marketing team — one that learns from every campaign and adapts based on performance. Unlike traditional automation, you describe your goals and Campaign Agent figures out the implementation. You review, refine, and approve.

What Campaign Agent does well

• Analytical capabilities: Builds complex audience segments using aggregates, filters, and expressions, saving you manual time.
• Technical implementation: Handles Jinja templating, personalization logic, and dynamic content rules — managing syntax so you can focus on strategy.
• Speed: Creates complete campaigns in 1–2 minutes, including audience definition, timing, content, and personalization.
• Data-driven decisions: Uses industry benchmarks and performance data when making recommendations.
• Understanding your data: Learns your customer data structure and uses it to drive campaign decisions.

See how Campaign Agent makes these decisions.

What Campaign Agent needs help with

Campaign Agent has some current limitations:

• Context switching: Works within individual conversations. Doesn't transfer knowledge between separate discussions.
• Session memory: Applies feedback within a single conversation session. Previous adjustments won't carry over to new sessions.
• Capability boundaries: May occasionally attempt unsupported solutions. Always review campaign outputs before launch.
• Learning feedback: Learns from each campaign independently. Doesn't build knowledge across all your campaigns.
• Email design selection: Campaign Agent analyzes your sent emails to identify your brand's design. If you have multiple email themes, it may pick the wrong one. Ask it to import a specific design if needed.

For a complete list, see Campaign Agent limitations.

Working with Campaign Agent

You define the strategy

• Campaign objectives and business goals
• Brand guidelines and messaging tone
• Target audiences (when specific)
• Timing constraints or preferences
• Exclusions and business rules

Campaign Agent handles execution

• Customer segmentation and targeting logic
• Personalized content generation
• Technical implementation (Jinja, filters, expressions)
• Content composition and optimal timing

You maintain control

• Review Campaign Agent's campaign plan before approval.
• Request changes through conversation.
• Manually adjust specific node properties.
• Approve final campaigns before launch.

You don't need to specify every detail. Provide strategic direction and let Campaign Agent handle tactical execution. Learn more about writing effective prompts or get started with Campaign Agent.