E commerce main image photorealistic ugc image strategy prompt

A tutorial on generating realistic product photos using inspiration images and JSON style descriptors with GPT Image 2.5.

by Miko·CC-BY-4.0 license·via YouMind (CC BY 4.0)·Source ↗

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25 lines · 1,444 characters · makes an image — paste it into an image model

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The prompt

25 lines · 1,444 characters

1	“using this json as reference, generate a person holding my product [attach product image]”
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3	> GPT-Image 2.5 generates the photo with that person holding your product
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5	compare it with a version generated without the reference and look at the difference in the lighting and color grading
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7	> save the generated character photo you’re happy with as your reference
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9	> for future generations, attach the character photo each time and ask it to preserve the same facial features
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11	now you have a reference character you can use across multiple product photos
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13	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..
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15	i like this because it gives you much more direction over the color grading instead of leaving everything up to the model
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17	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
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19	this is how you can start building a library of high quality ugc images around your own products
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21	the json gives GPT-Image 2.5 the lighting and color direction, your character reference helps with consistency, and you control the product placement
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23	once you have that starting point, you can keep creating variations without writing everything from scratch
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25	GPT-Image 2.5 Sunburst & Flare are available on Higgsfield. try this with your own product and reference images there

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