GPT Image 1.5 Prompt Guide

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.

{"type":"Japanese YouTube thumbnail collage","style":"bold anime-tech promotional thumbnail with clean digital illustration, high contrast, saturated colors, thick outlined typography, energetic magazine-style composition","canvas":{"aspect_ratio":"16:9","resolution":"1200x630"},"background":{"frame":"mint green outer border with cyan accent strip along the top and bottom edges","main_scene":"warm modern bedroom interior with wooden headboard, beige bedding, cream curtains, bedside shelf, and a small alarm clock"},"layout":{"sections":[{"title":"データセット作り!","position":"top-left","count":8,"labels":["back view","three-quarter back view","front view","full back standing view","side profile","rear side profile","three-quarter front view","standing portrait with crossed arms"]},{"title":"部分修正!","position":"bottom-left","count":1,"labels":["character editing app screenshot with anime woman in white jacket over blue shirt"]},{"title":"素材作り!","position":"lower-mid-left","count":1,"labels":["smartphone asset design image showing a hand holding a purple screen phone with a large eye symbol and a vertical strip of 5 small variant thumbnails"]},{"title":"合成!","position":"upper-center-right","count":2,"labels":["anime woman cutout portrait","bedroom background plate"]}],"connectors":{"count":2,"style":"curved pink arrows with white outline pointing from the cutout portrait and bedroom plate toward the final composite on the right"},"text_overlays":{"count":7,"items":["データセット作り!","部分修正!","素材作り!","合成!","「{argument name=\"headline text\" default=\"GPT Image2\"}」徹底検証!","ノイズ除去法から{argument name=\"feature text\" default=\"LoRA学習\"}まで","©{argument name=\"credit name\" default=\"スタジオ真榊\"}"]}},"subjects":{"main":{"type":"anime woman","count":1,"appearance":{"age":"young adult","build":"slim curvy","hair":{"color":"{argument name=\"hair color\" default=\"long black\"}","style":"very long straight hair with soft shine, center part, strands falling over shoulders"},"face":"intentionally blurred/censored rectangle over the face","outfit":["white fitted long-sleeve scoop-neck top","visible black camisole straps","black pants"]},"pose":"seated on the edge of a bed, torso angled slightly left, hands resting near lap, looking toward camera"},"inset_character":{"type":"same anime woman reference art","count":10,"notes":"all inset figures use the same character design with face blurred in several panels"}},"typography":{"primary":"very large Japanese headline across the bottom in white with black outline and hot pink emphasis around GPT Image2","secondary":"subheadline in orange, white, black, and bright blue mixed emphasis","annotation":"handwritten energetic pink labels with white stroke near each inset section"},"color_palette":{"count":8,"colors":["hot pink","white","black","cyan","mint green","orange","beige","dark brown"]},"composition":"right half dominated by the final anime bedroom illustration, left half packed with inset process examples and screenshots, oversized bottom headline spanning nearly full width, designed to advertise a deep-dive verification article about GPT Image2 workflows for dataset creation, partial edits, asset generation, compositing, noise removal, and LoRA training"}

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

[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

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.

{"type":"vibrant Nigerian street food collage poster","format":"vertical editorial travel-food montage","style":"high-contrast cinematic night photography mixed with hand-painted street poster typography, smoky atmosphere, saturated neon colors, gritty documentary realism, white comic-panel borders, yellow brush lettering, handwritten annotation arrows","main_title":{"text":"{argument name=\"main title\" default=\"NIGERIAN STREET EATS\"}","position":"left-center over main grill scene","typography":"large distressed white block letters for first word, oversized yellow brush-script words below"},"subtitle":{"text":"{argument name=\"subtitle text\" default=\"HOT & FRESH\"}","position":"under main title on red paint-stroke banner","typography":"condensed white uppercase letters"},"scene":{"location":"busy Lagos night market street with food stalls, crowds, headlights, neon signs, smoke, open flames, and warm work lamps","mood":"energetic, smoky, late-night, authentic street-food adventure","lighting":"dramatic orange firelight and grill glow contrasted with blue-green neon and dark urban background"},"central_panel":{"position":"top-left and center, largest panel","description":"street vendor grilling many skewers of spicy suya over open charcoal flames; vendor wears dark cap, grey shirt, black apron, and black gloves; face obscured by shadow; smoke curls around the meat; yellow bus and neon food stall sign in background","visible_signs":["SUYA","PEPPER SOUP"],"apron_text":"SADA SUYA"},"panels":{"total_count":13,"items":[{"label":"main suya grill hero panel","position":"upper-left to center","content":"vendor tending rows of suya skewers over glowing charcoal, with the large poster title overlay"},{"label":"SMOKY SUYA NIGHTS","position":"top-right","content":"close-up of heavily seasoned suya skewers on a grill, smoke rising, handwritten white and yellow label with arrow"},{"label":"LAGOS AFTER DARK","position":"right-middle","content":"wide night street-market scene with umbrellas, food stalls, traffic lights, crowds, and city buildings"},{"label":"SUYA SPICE","position":"middle-left","content":"hands sprinkling orange-red spice over raw marinated meat, white arrow pointing to seasoning"},{"label":"PUFF-PUFF IN PROGRESS","position":"middle-center","content":"round golden puff-puff dough balls frying in bubbling oil, one lifted in a wire skimmer"},{"label":"CORN & UBE","position":"middle-right","content":"grilled yellow corn cobs beside round greenish-brown African pears, with arrow label"},{"label":"SMOKY JOLLOF","position":"lower-left","content":"foil trays filled with reddish jollof rice, steam and smoke drifting upward"},{"label":"AKARA VIBES","position":"lower-center","content":"golden bean cakes frying in a deep pan of hot oil, arrow label"},{"label":"SHAWARMA STATION","position":"lower-right","content":"gloved hands holding an open wrap stuffed with meat, cabbage, carrots, and sauces being drizzled from squeeze bottles"},{"label":"PEPPER SAUCE & ONIONS","position":"bottom-left","content":"metal trays of sliced red onions, bright red pepper sauce, and green sauce at a condiment station"},{"label":"GRILLING GOODNESS","position":"bottom-center","content":"many skewers grilling over flames and smoke, close-up of charred meat with orange fire glow"},{"label":"PUFF-PUFF DOUGH","position":"bottom-right","content":"large green bowl and smaller pot filled with pale dough pieces or batter, arrow pointing to dough"},{"label":"neon slogan sign","position":"bottom-right corner","content":"glowing red, green, and white neon sign with crown doodle reading NA FOOD WE-DEY CHASE"}]},"footer":{"text":"{argument name=\"footer slogan\" default=\"REAL FLAVOUR. REAL PEOPLE. REAL LAGOS.\"}","position":"bottom across yellow paint-stroke strip","typography":"black handwritten uppercase text"},"color_palette":"charcoal black, flame orange, spice red, neon green, electric cyan, warm yellow, smoky grey, white panel borders","composition":"dense magazine-cover collage with tilted rectangular panels separated by thick white borders; main hero image dominates, supporting food close-ups arranged around it; handwritten labels and arrows add street-guide energy","rendering_instructions":"make it look like a finished food-tour poster, not a flat infographic; include realistic steam, oil bubbles, smoke, glowing coals, busy market depth, gritty textures, and legible stylized English labels","negative_prompt":"no clean studio background, no empty panels, no minimalist layout, no washed-out colors, no generic Western fast food, no misspelled main title"}

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

Create a premium Korean palm reading guide image based on the uploaded palm photo.

All visible text in the final image must be Korean only. Use clean Korean sans-serif typography. The title must be exactly “손금 분석 가이드”.

Create a refined two-panel layout:
Left panel: place the uploaded real palm photo inside a clean rounded card. Preserve the original hand shape, palm lines, skin texture, and natural details. Do not distort or redraw the hand.
Right panel: create a separate black-and-white palm contour interpretation diagram based on the same hand. Highlight the main palm lines with thin precise lines and label them in Korean.

Include Korean labels and sections:
“손금 분석 가이드”, “전체 요약”, “생명선”, “두뇌선”, “감정선”, “운명선”, “재물선”, “태양선”, “결혼선”, “성격”, “직업운”, “재물운”, “연애운”, “조언”, “확인 불가”.

Analyze palm shape, finger proportions, life line, head line, heart line, fate line, wealth line, sun line, marriage line, line depth, length, direction, breaks, branches, and overlaps. If something is unclear, write “확인 불가”. Keep the Korean interpretation short, realistic, calm, and advisory.

Design style:
1:1 square format, white background, black and warm dark gray text, thin hairline dividers, rounded cards, subtle shadows, large margins, generous negative space, precise grid, minimal line pictograms, luxury editorial report, high-end wellness analysis, elegant and expensive-looking.

No English text, no roman letters, no broken Korean, no random glyphs, no colorful decoration, no cartoon style, no occult symbols, no tarot imagery, no horror mood, no messy background, no watermark.