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Message Testing Research

Test campaign messaging with focus groups, surveys, and A/B testing to optimize persuasion

Complexity: Complex | Duration: 30m+ | Category: Community/General

Tags: messaging testing research persuasion optimization

Workflow Diagram​

Steps​

Step 1: Message development​

Agent: messaging

strategist-agent - Draft candidate message variations

Step 2: Survey design​

Agent: survey

specialist-agent - Create message testing survey

Step 3: Audience sampling​

Agent: research

agent - Identify representative voter sample

Step 4: Survey deployment​

Agent: survey

specialist-agent - Field survey to target voters

Step 5: Focus groups​

Agent: research

agent - Conduct qualitative focus group sessions

Step 6: A/B testing​

Agent: analytics

agent - Test messages in digital ads and emails

Step 7: Response analysis​

Agent: data

analyst-agent - Analyze which messages resonate most

Step 8: Demographic breakdown​

Agent: analytics

agent - Identify message performance by voter segment

Step 9: Message refinement​

Agent: messaging

strategist-agent - Optimize messages based on data

Step 10: Talking points​

Agent: campaign

manager-agent - Create final messaging guide for campaign

Usage​

To execute this workflow:

/workflow community/general/message-testing-research.workflow

See other workflows in this category for related automation patterns.