analyze this photo and give me a detailed JSON prompt that recreates it. break down the color grading and every exact color in the photo
(use a capable AI model, not a standard AI model. Opus has stronger visual analysis and writes more detailed JSON)
paste that JSON into an AI platform
upload your product image and prompt:
using this JSON as reference, generate a person holding my product
save that generated photo as your character reference
attach it to every future generation for facial consistency
you now have a consistent UGC model that works across any product
the JSON controls the lighting and color grading. an AI image generator handles the character. you control the product placement.
the #1 tell on AI photos is flat colors and a grainy look. this method removes both.
5 minutes to set up. unlimited variations after.
