Data Driven

I use research to understand audiences, spot patterns, and inform strategic decisions.

Message testing

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Message testing 〰️

  1. User Testing – Conduct structured tests of messaging in prototypes, email sequences, or content drafts to see what language, tone, and structure resonates.

  2. User Groups / Focus Groups – Facilitate small group sessions to gather qualitative feedback on messaging, product descriptions, and brand narratives.

  3. Interviews – Speak one-on-one with target users to uncover motivations, objections, and emotional triggers that inform messaging.

  4. Iterative Analysis – Synthesize findings from tests, groups, and interviews to identify patterns, preferences, and friction points.

  5. Refinement & Application – Translate insights into actionable messaging updates across emails, social posts, landing pages, and product copy.

  6. Validation Loops – Re-test adjusted messaging to ensure changes improve clarity, engagement, and audience alignment.

User research

I use research to understand audiences, spot patterns, and inform strategic decisions.