E-commerce Product Listing: Realistic UGC Dress Photo

{
  "description": "Use the uploaded reference image as the STRICT clothing reference. Generate a full-body photo of a beautiful, fit white American woman with blonde hair, standing outdoors on a modern city sidewalk. She is wearing the EXACT same dress as shown in the reference image. Preserve all garment details precisely: same color, fabric, stitching, seams, fit, silhouette, length, and texture. Do NOT stylize, redesign, tighten, loosen, or reinterpret the clothing in any way.",
  
  "style": {
    "realism": "photorealistic",
    "aesthetic": "casual UGC lifestyle",
    "quality": "natural smartphone photo"
  },
  
  "camera": {
    "device": "modern smartphone",
    "framing": "full body with extra space above the head and below the feet",
    "angle": "eye-level, natural perspective",
    "composition": "slightly handheld and candid",
    "imperfections": [
      "mild lens softness",
      "subtle background blur",
      "natural framing inconsistencies"
    ]
  },
  
  "lighting": {
    "type": "natural daylight",
    "condition": "soft, realistic outdoor light",
    "shadows": "clean and natural",
    "restriction": "no studio lighting, no flash, no dramatic contrast"
  },
  
  "model": {
    "ethnicity": "white American",
    "hair": "blonde, natural texture, casually styled",
    "body_type": "fit and realistic",
    "skin": "visible natural skin texture with pores and faint freckles",
    "face": "soft facial features, fully human realism",
    "expression": "relaxed, natural, unposed",
    "makeup": "minimal or natural"
  },
  
  "environment": {
    "location": "modern urban sidewalk",
    "background": [
      "stylish café exterior",
      "modern building facade",
      "neutral-toned walls",
      "subtle street or café details"
    ],
    "vibe": "fashion-forward but realistic",
    "restriction": "no studio set, no luxury showroom, no artificial props"
  },
  
  "depth_of_field": {
    "style": "smartphone-level",
    "focus": "sharp on clothing, gently softened background"
  },
  
  "intent": {
    "use_case": [
      "UGC fashion marketing",
      "realistic lifestyle imagery",
      "casual product showcase"
    ],
    "priority": [
      "accurate clothing representation",
      "natural realism",
      "candid smartphone look"
    ]
  }
}