GPT Image 2 Prompt Guide: 50+ Prompts for Product Photos, UI Design, and Marketing Visuals

GPT Image 2 is presented as a low-cost image-generation and editing model, available through Atlas Cloud for $0.008 per output, that performs best with structured prompts combining a clear subject, composition, lighting, mood or color, and a style anchor. The guide provides more than 50 tested prompt templates across product photography, UI and design mockups, and marketing visuals, emphasizing concise prompts for simple scenes and longer descriptions for complex layouts. It recommends selecting image dimensions based on the intended format, using low quality for rapid iteration and high quality for final assets, while noting that pricing remains flat across quality and size settings. The guide also outlines focused edit-prompt practices, such as specifying one or two changes, preserving unchanged elements, and clearly identifying text replacements. It includes API usage instructions, suggests repeated generations when outputs are weak, and directs users to Atlas Cloud’s community Prompt Hub for additional examples and one-click testing.

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