Generative AI allows you to create lifestyle furniture scenes to scale, but it can alter the product's color, finish, or proportions. Ecommerce guide: workflow with real-world references, quality control, and Google Merchant Center rules (IPTC metadata, lifestyle_image_link, and a minimum size of 500x500 px starting January 2027).