Google AI Studio Image Generator Workflow

Ultra-clean automotive poster featuring the exact same car as the photo that will be provided later. The AI must replicate the car from the uploaded photo with identical body shape, proportions, stance, color, trims, wheels, and all visible exterior details.
The car is presented in a front three-quarter angle facing right, matching the perspective of the original reference layout, but now depicted in a subtle {argument name="action" default="drifting action"}. The drift is expressed through realistic weight transfer, slight body lift, controlled smoke plumes from the rear tires, and faint curved tire marks behind the vehicle, without distorting the original car’s geometry.
Headlights follow the exact style from the reference photo of the car, with optional warm fog lights glowing if the provided car has them. All decals, emblems, plates, and window tints must match the car from the uploaded photo.
The car drifts on a glossy white reflective studio-like floor that maintains soft reflections and realistic shadows, enhanced with light drift skid reflections and directional smudges.
Background remains a clean white-to-light-gray gradient with a giant semi-transparent bold typography of the car model name (auto-extracted from the uploaded photo) vertically dominating the background.
At the very top: clean branding text “{argument name="brand name" default="CAR COMPANY NAME"}” (or the brand detected from the uploaded car photo). Under it, spaced-out stylized tracking text containing the same brand and model name.
Below the car: centered title of the exact model name from the uploaded photo.
Under that, a short descriptive paragraph about the car’s character (efficiency, style, reliability).
Bottom section shows a clean grid layout of specifications. If real specs are known from the detected car model, generate accurate values; if not, generate placeholders in the same layout style (4 columns: horsepower, 0–100 km/h, top speed, engine displacement/fuel type).
Entire poster is minimalist, editorial, high-key studio lighting with ultra-sharp reflections, crisp shadows, modern typography, and 4K believability, blending clean design with dynamic drifting energy, Ratio 9:16

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 Opus, not Sonnet. Opus has stronger visual analysis and writes more detailed JSON)

paste that JSON into ChatGPT
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. GPT image-2 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.

Based on 1-3 clear personal photos uploaded by the user, generate a 3x3 grid photo puzzle with the theme "{argument name="photo theme" default="Summer Grape Girl Photo Series"}".

Strictly preserve the subject's real identity characteristics, including face shape, facial proportions, eye/brow structure, nose, lips, skin tone, age, hairstyle features, and overall temperament. The person in all nine images must clearly look like the same real girl; she must not become a stranger, look Westernized, look like a generic influencer, be over-beautified, or have an AI-generated face.

The overall theme is a fresh and natural everyday girl's portrait. The character wears a {argument name="clothing description" default="creamy white or off-white soft dress / slip dress"} and a {argument name="accessory" default="purple vintage floral headscarf"}. The overall look is clean, natural, and daily, with a summer girl vibe. Accessories are simple, like small earrings, but not overly ornate.

Set the scene as a summer picnic portrait in an outdoor meadow, under tree shadows, or by a vineyard. Include elements like purple grapes, grape clusters, woven baskets, glass bottles, picnic blankets, and light-colored tableware to create a natural lifestyle feel. Sunlight filters through leaves, creating soft dappled shadows, with a naturally blurred background.

Design the final image as a 3x3 grid with white borders. All nine small photos must feature the same person, same outfit, and same scene, but each must be distinctly different: different expressions, different facial angles, different poses, different camera positions, and different compositions (wide vs. close-up). Do not just have nine slight variations of the same angle.

The nine photos can show: holding grapes and smiling, lying on the grass looking at the camera, holding a grape to the mouth, organizing the basket, sitting still facing forward, a close-up of a grape against the cheek, a candid turning shot, smelling the grapes with eyes closed, and lying on the grass holding the basket. Expressions should be varied, including quiet, playful, gentle, smiling with eyes closed, naturally daydreaming, and candid laughter.

The style is Fujifilm camera texture, Japanese film photography style, realistic shooting feel, soft natural light, shallow depth of field, slight film grain, and fresh natural tones. Purple grapes should be the visual focus. The image is clean, durable, and has a sense of life and youth.

Avoid: Western faces, influencer faces, over-beautification, plastic skin, fake faces, repetitive expressions, repetitive angles, hand deformities, distorted props, messy backgrounds, studio style, illustration style, or CG feel.

Create a clean, black-and-white instructional poster showing a {argument name="steps" default="16-step"} dance sequence performed by a single {argument name="dancer" default="female dancer"}.
Layout:
4x4 grid (16 panels total)
Each panel shows the same dancer in a different pose
Full-body, centered in each frame
Even spacing, consistent framing across all panels
Dancer:
Female, long flowing hair
Wearing a fitted, reflective/sequined crop top and long flared skirt
Elegant, confident, expressive poses inspired by {argument name="dance style" default="vogue and waacking"} dance styles
Panel Details:
Each panel has a bold number (1–16) and a short title at the top (e.g., “WATER CALL,” “LIQUID RISE,” “VOGUE FRAME,” etc.)
Include small instructional captions at the bottom of each panel
Add subtle arrows and motion lines to show movement direction (arms, hips, body flow)
Style:
Black and white (monochrome)
High contrast, sharp studio lighting
Fashion editorial photography look
Clean white or light gray background
Modern sans-serif typography
Overall Feel:
Minimalist, polished, magazine-quality layout
Smooth progression of movement across all 16 frames
Dynamic but clean, easy-to-follow instructional design

[CORE TASK]
Transform the provided input image into a pose-and-light analysis sheet.

This is NOT a finished character illustration.
This is NOT a clothing sheet.
This is NOT a beauty-preserving redraw.

This is a white-line rough mannequin conversion.

[PRIMARY GOAL]
Extract and visualize only:
- pose structure
- body balance
- camera angle
- body line flow
- inferred light source placement
- illuminated areas and light intensity

[INPUT ROLE]
Use the provided image as the strict anchor for:
- pose
- camera angle
- body tilt
- weight distribution
- approximate lighting situation

Do NOT preserve:
- face rendering
- hairstyle rendering
- clothing detail
- accessories
- weapon detail
- background architecture
- character identity
- emotional expression

[FIGURE CONVERSION]
single rough mannequin-like human figure
white body contour lines
white internal construction lines
simple mannequin head
no face
no eyes
no mouth
no eyelashes
no personality
no individual identity

human figure should look like:
- rough pose mannequin
- anatomy proxy
- line-based body guide
- structural sketch
- white-line rough dummy

keep:
- pose readability
- silhouette flow
- head tilt
- torso direction
- pelvis direction
- limb placement

[BACKGROUND]
pure black background
negative-style dark field
no scenery
no props
no architecture
no environmental storytelling

[LINE STYLE]
rough white line drawing
clean but sketch-like
construction-line feeling
anatomy guide lines visible
joint flow visible
body contour emphasized
no polished illustration finish

[LIGHT ESTIMATION]
predict the likely light source positions from the input image
visualize the light sources and illuminated areas using green glow only

use green light intensity with variation:
- strongest green where the light directly hits
- medium green for wrap light
- soft green for reflected or fading light

mark the estimated light sources with labels and arrows such as:
- Main Light
- Rim Light
- Fill Light
- Floor Bounce
- Back Light
only if appropriate

IMPORTANT:
do not invent random lights
infer lighting from the original input image
if the lighting is ambiguous, keep the annotations simple and plausible

[GREEN LIGHT VISUALIZATION]
show green glow on:
- head / skull plane
- neck
- shoulders
- chest plane
- ribcage direction
- pelvis edge
- thigh planes
- knee contact points
- floor contact bounce if applicable

use green light not as decoration,
but as lighting analysis information

[POSE PRIORITY]
1. preserve pose structure
2. preserve camera angle
3. preserve body balance
4. preserve head-torso relationship
5. visualize likely light direction
6. show illuminated areas with readable green intensity variation

[NEGATIVE]
finished person,
cute girl,
detailed face,
hair rendering,
clothing rendering,
weapon emphasis,
beautiful anatomy

Express [{argument name="subject" default="a powerful AI builder"}] in a graffiti sketch style, presenting an overall visual effect of rapid sketching, free transformation, improvised hand-drawing, and draft-like qualities. Lines are casual, exaggerated, varied in thickness, slightly messy but rhythmic and expressive, emphasizing generalization, exaggeration, fun, and spontaneity rather than rigorous realism or fine detail. Colors use rough, dry-brush block expressions, retaining uneven smears, brush marks, flying whites, and overlapping feelings. Colors automatically adapt to the [theme/subject], but the overall expression remains graffiti-like, sketch-like, and generalized. No transparent watercolor smudging, no delicate watercolor transitions, no paper textures, no soft atomization, and no dreamlike quality. The background is mainly white space, remaining simple, relaxed, unfinished, and design-oriented. A small amount of auxiliary symbols, arrows, marks, circles, repeated lines, handwritten text, or other graffiti elements can be added to enhance the sketchbook or essay-like visual language, but should not be too crowded or destroy the subject and atmosphere of the white space. The image content does not need to be written in advance; the [{argument name="subject" default="a powerful AI builder"}] will automatically deduce and generate the most suitable main image, actions, related elements, symbols, or simplified scenes. The whole maintains a unified graffiti sketch style and exaggerated generalized expression, avoiding complex realistic backgrounds and over-elaboration. Naturally add a unique signature "{argument name="signature" default="BlanPlan"}" as part of the image, placed discreetly but clearly in the lower-left, lower-right, or near the title. The style should be unified with the overall layout, like an artist's signature or design inscription; the signature font should be refined, restrained, and high-end, not too large, not destructive to the main composition, and not appearing abrupt or cheap.

Shot with a high-definition underwater camera, this prompt captures real underwater natural scenery in a {argument name="environment description" default="clear shallow stream next to a tropical primeval forest"}.

Vertical composition, 3:4 aspect ratio, medium-to-long shot. The lens is slightly below the water surface, showing the shimmering bottom of the water surface above with realistic water wave refraction and natural reflections.

Sunlight shines diagonally into the water from the top right, forming soft beams and underwater spots. Dark reflections and shadows of large tree branches occupy part of the composition in the upper right.

In the middle is clear and quiet stream water with slight suspended particles and {argument name="number of fish" default="5-8"} native freshwater small fish swimming naturally, mainly gray-silver and light brown, varying in size and distance, not forming an organized school. On the stream bed, deep green, yellow-green, and brownish-green water plants grow naturally, swaying gently with the current, distributed naturally unlike an artificial aquarium.

The bottom consists of gray-brown fine sand, gravel, pebbles, and several naturally shaped stones with slight algae marks and signs of water erosion. Multiple springs at the bottom show fine sand billowing slowly from small holes, creating light sand clouds and local water disturbances, not white smoke, steam, or large bubbles.

Natural landscape live-action photography, high-end natural documentary feel, close to National Geographic ecological photography. Features transparent water, natural lighting, restrained colors, realistic underwater optical effects, slight graininess, natural depth of field, and high-definition details.

No people, no buildings, no artificial traces, no text, no borders, no LOGO. Avoid CG feel, aquarium look, seabed coral, exaggerated fish schools, oversaturated greens, dreamy lighting effects, or plastic water plants.

Photorealistic bold beauty campaign using uploaded model as exact identity reference. No facial changes, no smoothing.  
Scene: deep red saturated studio environment with high-contrast floor pattern or glossy surface.  
Product: the product held or positioned extremely close to the lens, appearing large due to perspective.   
Model pose: playful or confident smile, arm fully extended toward camera, fingers slightly distorted by wide lens. Strong eye contact through sunglasses or natural gaze.  
Camera: ultra-wide 20–28mm aesthetic, dynamic foreground exaggeration, shallow-to-medium depth of field.  
Lighting: punchy commercial lighting with defined highlights and reflections, crisp packaging edges, vibrant color grading. Hyper-detailed skin texture and fabric realism.