Webinar

The mirror and the lens: Truth through synthetic panels

On-Demand   |  
45 minutes

Human panels reflect what people say they think and feel. Synthetic panels reveal the behavioral patterns underneath. Used together, they surface insight neither can deliver alone.


In this X4 on-demand session, you'll learn

    • How synthetic respondents differ from human panels across fatigue, bias, and honesty
    • Where human and synthetic data diverge—and why that divergence matters
    • How to leverage a framework for using both as complementary research instruments
  • How Qualtrics’ Edge Audiences outperforms generic LLM wrappers for research

The world’s top brands trust Qualtrics to deliver breakthrough experiences
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