This study evaluates Scene Weaver, an AI-powered online system designed to automate storyboarding by converting narrative text into sequential images. Leveraging Stable Diffusion and Natural Language Processing (NLP), Scene Weaver demonstrates significant potential in streamlining creative workflows.