This chapter guides you through creating commercial e-commerce imagery and lookbook character shots using targeted text-to-image and image-to-image prompting techniques. You'll learn how to evaluate and select the best AI generation engine for your specific goal—whether that's leveraging Nano Banana Pro for rich artistic realism and fluid lighting or using GPT Image 2 when exact product typography and clean packaging details are required. The tutorial demonstrates how to adjust variation counts to generate multiple lighting options, poses, and angles simultaneously, letting you compare side-by-side concepts in parallel. You'll also learn how to evaluate compositions, filter through batches, and mark hero stills that will serve as the base for future motion and editorial work. By the end, you'll be equipped to rapidly generate professional product catalog and lookbook visuals that balance creative ambition with commercial precision.