Caitlin Sullivan

User research expert and instructor specializing in AI-powered discovery who teaches cohort-based courses and presents detailed workflows, demos, and best practices for survey and interview analysis.

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Feb 13, 2026 • 1h 13min

How to Do AI-Powered Discovery (Step-by-Step with Live Demo) | Caitlin Sullivan

Caitlin Sullivan, a user research instructor who specializes in AI-powered discovery, walks through live demos and step-by-step workflows. She covers per-participant analysis, multi-step prompting, coding surveys before counting, auditing AI outputs, model trade-offs (Claude vs Gemini), and using markdown and agentic tools to scale rigorous research.

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