Product Placement Lifestyle Generation
A workflow for creating consistent lifestyle images of characters holding a specific product by referencing a detailed visual style JSON.
This is a GPT Image 2 prompt case for Product & Commercial. Use the copy-ready prompt below to generate similar visuals, and review Awesome GPT Image 2 Prompts attribution plus commercial-use rights before reuse.
Need the full prompt set? Use the Product & Commercial topic hub for more related examples, or open the GPT Image 2 prompt library for the full example index, reusable structures, and source attribution.
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Prompt
Copy-ready prompt
“using this json as reference, generate a person holding my product [attach product image]” > GPT-Image 2.5 generates the photo with that person holding your product compare it with a version generated without the reference and look at the difference in the lighting and color grading > save the generated character photo you’re happy with as your reference > for future generations, attach the character photo each time and ask it to preserve the same facial features now you have a reference character you can use across multiple product photos you can also iterate the base json prompt and chat back and forth with GPT-6 Astra based on what you want, then repeat the same process.. i like this because it gives you much more direction over the color grading instead of leaving everything up to the model the basic colours and grainy look are some of the things that can make an image feel AI-generated, so pay attention to those when comparing your results this is how you can start building a library of high quality ugc images around your own products the json gives GPT-Image 2.5 the lighting and color direction, your character reference helps with consistency, and you control the product placement once you have that starting point, you can keep creating variations without writing everything from scratch GPT-Image 2.5 Sunburst & Flare are available on Higgsfield. try this with your own product and reference images there
Best for
- - Product & Commercial visual exploration
- - Image generation and reference-image edits
- - Reusable briefs that keep source attribution visible
Change these parts
- - Subject, product, character, or scene
- - Aspect ratio, camera, lighting, and background
- - Brand, text, color, and output constraints
Recommended model and settings
- - Model: gpt-image-2
- - Input mode: Text to Image
- - Aspect ratio: source
- - Commercial status: review original source
How to use this prompt
- 1. Copy the prompt and preserve its structure for the first test.
- 2. Replace the subject, context, and publishing channel.
- 3. Change one camera, lighting, or style variable per iteration.
- 4. Inspect the output, source, text, and rights before reuse.
Limitations, source, and reuse cautions
- - Generated output is an editable draft, not factual, legal, or rights evidence.
- - Review the linked source, people, brands, logos, text, and third-party media before commercial use.
Imported from Awesome GPT Image 2 Prompts. Attribution is required. Commercial-use status is allowed; review source rights before paid usage.
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Reuse and source notes
Use this prompt safely after previewing the case.
- 1.Copy the prompt or open it directly in Dovoo with the generation button.
- 2.Adjust variables, aspect ratio, and reference images for your own use case.
- 3.Before publishing or paid usage, verify source rights, attribution requirements, and brand or likeness risks.
Can I use this prompt commercially?
Commercial-use status is allowed. Review the original source, license, brand constraints, and legal requirements before paid usage.
Where does this case come from?
This case is imported from Awesome GPT Image 2 Prompts; keep attribution visible and check the source URL before reuse.