The "JSON Remix": God-mode control and consistency in AI images

Instead of just describing an image, have ChatGPT-4o create a detailed JSON "profile" of it first. Then, you can feed that JSON back to the AI with a single edit command (e.g., "change background to mountains"). The AI will preserve every other detail perfectly—subject, pose, lighting, style—giving you insane consistency and control.
Prompt
Create a deeply detailed, advanced JSON context profile for this image. This JSON should be structured to capture all interpretable visual, spatial, semantic, and atmospheric data, suitable for high-fidelity image manipulation or reconstruction. Your goal is to generate a machine-readable representation that encapsulates the entire scene with nuance, hierarchy, and precision. Include the following in the JSON output: 1. **objects**: List every identifiable object. For each, include its label, description (color, texture, material), position, relative size, and relationships to other objects. 2. **environment**: Describe the setting, time of day, lighting (source, direction, color), weather, and background. 3. **people** (if any): Detail each person's estimated age/gender, expression, pose, clothing, and activity. 4. **composition**: Note the camera angle, framing, focal depth, visual balance, and color palette. 5. **symbolism_and_story**: Describe any implied narrative, emotional cues, or symbolic elements. 6. **metadata**: Infer the image style (e.g., photo, illustration), and potential artistic influences. Output the JSON as a single structured object. Prioritize accuracy and depth to serve as a comprehensive blueprint for generative models, ensuring all positional and compositional data can be preserved during object or environment swaps.
About the author
Co-founder of Prompt Magic and ThinkingDeeply.ai Career Chief Marketing Officer
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