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Creating Synthetic User Research: Using Persona Prompting and Autonomous Agents
Towards Data Science - Medium towardsdatascience.com
Unlocking In-depth Analysis with Simulated Customers and Market Research Using Generative AI & Large Language Models
User research is a critical component of validating any hypothesis against a group of actual users for gathering valuable market research into consumer behavior and preferences. Traditional user research methodologies, while invaluable, come with inherent limitations, including scalability, resource intensity, and the challenge of accessing diverse user groups. This article outlines how we can overcome these limitations by introducing a novel method of synthetic …
agents analysis artificial intelligence autonomous autonomous agents behavior consumer customers data science editors pick generative hypothesis language large language large language models market market research prompting psychology research synthetic