You can make similar image by using below prompt (no changes needed), just pass your reference image along with the prompt.

prompt:

    {
      "prompt_type": "nighttime luxury car lifestyle portrait",
      "aspect_ratio": "4:5",
      "realism_level": "hyper-realistic, photorealistic",
      "reference_usage": {
        "identity_lock": "STRICT",
        "notes": "Face, hair color, facial structure, skin tone, and overall appearance must match the reference image exactly (1:1). No beautification or identity drift."
      },
      "camera": {
        "shot_type": "candid influencer-style portrait",
        "framing": "mid-torso up",
        "angle": "slightly angled front three-quarter perspective",
        "distance": "close-to-medium",
        "orientation": "vertical",
        "focus": "sharp focus on face, jewelry, and neckline; background softly blurred",
        "depth_of_field": "shallow"
      },
      "scene": {
        "location": "luxury car interior at night",
        "environment": [
          "dark leather back seat with subtle stitching",
          "sleek modern interior lines",
          "soft ambient interior lighting"
        ],
        "background": [
          "city lights outside the window rendered as soft bokeh",
          "blurred neon reflections and distant traffic",
          "no readable signage or text"
        ],
        "atmosphere": "quiet, intimate, cinematic late-night city mood"
      },
      "lighting": {
        "type": "warm interior car lighting",
        "sources": [
          "soft overhead cabin light",
          "gentle side light from door or dashboard"
        ],
        "effects": [
          "warm highlights on cheekbones, collarbones, and jewelry",
          "soft shadows adding depth without harsh contrast",
          "natural skin glow"
        ]
      },
      "subject": {
        "identity": "same woman as reference image",
        "age": "23",
        "pose": {
          "body_position": "seated on the back seat, torso slightly turned toward the camera",
          "posture": "relaxed yet upright, spine gently straight",
          "arms": "one hand resting lightly on lap or seat, other arm relaxed",
          "legs": "angled out of frame"
        },
        "expression": {
          "mood": "soft, confident, self-assured",
          "details": "slight knowing smile, calm eyes looking directly into the camera"
        },
        "appearance": {
          "hair": {
            "color": "same as reference image",
            "length": "same as reference image",
            "texture": "natural and polished",
            "style": "neatly styled with effortless feel"
          },
          "makeup": {
            "style": "polished evening makeup",
            "details": [
              "bold red lipstick",
              "softly defined eyes",
              "subtle luminous skin finish"
            ]
          },
          "outfit": {
            "dress": {
              "type": "short fitted black dress",
              "style": "minimalist, elegant",
              "coverage": "shows shoulders and upper chest, tasteful and refined"
            },
            "jewelry": [
              "delicate gold necklace",
              "matching gold earrings"
            ]
          }
        }
      },
      "color_story": {
        "dominant": [
          "deep black",
          "warm gold",
          "soft skin tones"
        ],
        "accent": [
          "bold red lips"
        ],
        "balance": "cool night exterior contrasted with warm interior highlights"
      },
      "style_and_vibe": {
        "aesthetic": "high-end influencer lifestyle",
        "mood": "chic, intimate, modern elegance",
        "story": "a quiet, confident moment during a late-night ride after dinner or an event in the city"
      },
      "quality_controls": {
        "avoid": [
          "filters",
          "over-retouching",
          "plastic skin",
          "visible phone or device",
          "text or watermarks",
          "brand logos",
          "CGI or artificial look",
          "distorted anatomy",
          "identity drift"
        ],
        "skin_rendering": "natural texture preserved",
        "final_output": "clean, cinematic, Instagram-ready portrait"
      }
    }

prompt & ai influencer credits: [https://reel.money](https://reel.money)

Sitting on car back seat after party - Nano Banana Pro Prompt with reference image support