Top 20 Phenomenal ChatGPT Image Generation Examples (With Prompts)
20 professional-grade prompts for GPT-Image-2 that produce stunning results — from cinematic portraits to surreal dreamscapes, with exact prompt text and example results for each.
GPT-Image-2 is OpenAI’s most advanced image model, built directly into ChatGPT and available through the API. It handles photorealism, accurate text rendering, complex prompt adherence, and multi-turn editing better than anything before it.
The difference between a mediocre output and something actually usable is not the model. It is the prompt.
Most people describe. The best results come from people who brief — like a creative director briefing a photographer, or an art director briefing an illustrator. Subject, style, lighting, medium, mood. In that order.
Here are 20 prompts across 20 categories that show exactly what GPT-Image-2 can do when the prompt does its job.
1. Cinematic Portrait
Portrait prompts fail when they stay vague. “A beautiful woman” gives the model too much freedom and the result is generic every time. Lock down the lens, the light source, and the mood before anything else.
A close-up cinematic portrait of a 35-year-old woman with piercing green eyes, photographed on an 85mm f/1.4 lens, soft golden hour sidelight coming from the left, shallow depth of field, slight film grain, visible skin texture, neutral blurred background, muted warm color grade reminiscent of 2000s cinema, photorealistic
What makes this work: the lens focal length (85mm), aperture (f/1.4), and light direction turn a vague idea into a specific visual.
2. Neon Cyberpunk Cityscape
Cyberpunk prompts work when the physical environment is specific. Rain, surface reflections, signage language, and color temperature are what make a scene feel lived-in rather than generated.
A rain-soaked cyberpunk alley at 3am, neon signs in magenta and electric blue reflecting off wet cobblestones, dense fog rolling between brutalist buildings covered in kanji advertisements, a lone figure in a black trench coat standing at the far end of the alley, cinematic wide shot, anamorphic lens flare, volumetric fog, photorealistic, 8K detail
The lone figure anchors the scale. Without a human reference, urban scenes lose their sense of depth.
3. Surreal Dreamscape
The trick with surreal prompts is anchoring one impossible element inside an otherwise hyper-real environment. The contrast between the ordinary and the impossible is what creates real impact.
A hyper-realistic photograph of a grand marble staircase ascending through open ocean water, each step clearly submerged but bone dry, schools of tropical fish circling the ornate banister, perfect natural daylight filtering down from above, seaweed and barnacles on the lower steps, photorealistic despite the impossible subject, fine detail throughout, 35mm film aesthetic
Note the instruction “photorealistic despite the impossible subject” — GPT-Image-2 needs that signal to commit to realism instead of drifting into painterly abstraction.
4. Luxury Product Photography
Product prompts need three things: precise material description, the exact lighting angle, and a surface for the product to inhabit. Skip any of those and the output looks like a placeholder mockup.
A luxury perfume bottle, hexagonal cut crystal glass with a brushed gold cap and embossed floral pattern, positioned on textured white marble with micro water droplets beading on the glass surface, single dramatic sidelight from the left casting a long prismatic shadow, deep black background with a subtle gradient lift, macro lens detail, commercial product photography, ultra high contrast
The prismatic shadow is the detail that makes this specific. That one physical fact forces the model to commit to a real light source.
5. Epic Fantasy Landscape
Epic landscapes work when you layer the composition explicitly: what occupies the foreground, midground, and background. Tell the model what lives in each plane and the depth takes care of itself.
An epic fantasy valley at dusk, massive bioluminescent mushrooms towering 200 feet high in the foreground with soft blue-green light emanating from their caps, a river of liquid gold winding through the midground, an ancient stone castle built into a floating rock formation hovering above the mist layer, twin purple moons rising on the horizon, digital matte painting style, hyper detailed, dramatic volumetric lighting
Three distinct layers of the scene described explicitly means three distinct zones of detail in the output.
6. Gourmet Food Photography
Food photography prompts are about camera angle, surface texture, and steam. Most amateur prompts skip two of those three. All three are what separate restaurant-quality from stock image.
A hero shot of pan-seared duck breast on a dark slate plate, thin slices fanned out to reveal a perfect medium-pink center, golden jus pooling around the base of the meat, microgreens scattered with tweezers, wisps of steam rising from the surface, shot from a 45-degree overhead angle, Hasselblad medium format photography style, controlled ambient light with a rim highlight from the right, restaurant quality
“Scattered with tweezers” is the kind of detail that tells the model this is precision plating, not home cooking. Word choice signals intent.
7. Deep Underwater Scene
Underwater prompts need to describe how light actually behaves underwater. It does not beam downward — it fans out and diffuses. That one physical fact separates outputs that feel real from ones that feel like a digital painting of water.
A view from 20 meters below the ocean surface looking up at a coral reef, shafts of turquoise-teal light fanning through the water from above, a sea turtle gliding toward the surface in the center frame, soft coral in vivid orange and purple covering the reef walls, a school of silver fish catching the light and scattering, cinematic underwater cinematography, bubbles rising from below, photorealistic, fine detail throughout
The upward-looking angle is worth trying in any underwater prompt. It gives the model a direction for the light source.
8. Space / Sci-Fi Scene
Scale is the hardest thing to convey in space imagery. Include one human-scale reference and everything else becomes legible. Without it, the vastness reads as emptiness.
A derelict space station orbiting an amber gas giant with clearly visible storm bands, the station’s fractured solar panels spinning slowly through a debris field of metal fragments, a single astronaut in a white EVA suit tethered to the outer hull, dwarfed by the planet filling the frame behind them, lens flare from a distant binary star, cinematic composition, photorealistic, volumetric lighting, fine film grain
The astronaut does all the work of making the station feel massive. Everything else describes the environment.
9. Studio Ghibli / Anime Style
Style prompts work best when you name the source directly and then describe the scene in the same vocabulary that source uses. Ghibli means warm light, hand-painted textures, and a specific quietness that is hard to achieve without naming it.
A hand-painted Studio Ghibli-style landscape of a cobblestone village street in late autumn, warm amber lamplight spilling from a bakery window onto the street, a young girl in a red coat walking home with a canvas umbrella, fallen leaves swirling around her in the breeze, soft painterly brush textures throughout, muted earth tones with pops of crimson and gold, 2D anime illustration, Studio Ghibli aesthetic
Naming “Studio Ghibli” twice — once in the opening and once at the close — reinforces the style commitment. It works.
10. Watercolor Illustration
Watercolor prompts need to specify what bleeds and what stays contained. Deliberate looseness is the point of the technique — but a prompt that does not acknowledge that produces something that just looks unfinished.
A loose watercolor illustration of a hummingbird hovering over a tropical hibiscus flower, pigment blooms and bleeds visible at the edges of each shape, wet-on-wet technique evident in the background wash, soft paper texture showing through the lighter areas, limited palette of emerald green, coral pink, and ivory, white space preserved around the subject, delicate ink linework applied over the dried washes
“Wet-on-wet technique” and “ink linework over dried washes” are real watercolor terms. GPT-Image-2 understands them and applies them accurately.
11. Architectural Render
Architecture prompts should specify material finishes, time of day, and whether people are present. Absence is often the better choice. A building without people keeps focus on the space itself.
A photorealistic architectural render of a minimalist beach house cantilevered over a rocky cliffside at golden hour, exposed raw concrete exterior with board-form texture, floor-to-ceiling frameless glass panels facing the ocean, an infinity pool flush with the terrace edge reflecting the amber sky, interior pendant lighting beginning to glow against the fading daylight, wide tilt-shift lens, no people, warm against cool color contrast
“Board-form texture” is a specific concrete finish. That one detail tells the model the building has been designed with intention, not just rendered in a default material.
12. Vintage Film Photography
Vintage prompts land when you name the specific film stock, the decade, and the exact light source. “Vintage feel” is not a brief. “1972 Kodachrome 64” is.
A candid street photograph in the style of 1972 Kodachrome 64 film, a man in a wide-lapel checked blazer reading a folded newspaper at a linoleum diner counter, harsh overhead fluorescent lighting casting slightly unflattering shadows, deeply saturated primary colors with a warm color cast, fine grain structure visible throughout, 35mm full bleed composition, slightly soft focus as if scanned from an original print with minor handling marks
“As if scanned from an original print with minor handling marks” gives the model permission to add imperfection. That imperfection is what sells the vintage quality.
13. Abstract Geometric Art
Abstract prompts fail when they just say “abstract and colorful.” Name the organizing principle — color field theory, sacred geometry, recursion. Give the model a logic to follow and the output has intention.
A large-format abstract painting in the tradition of color field theory, three vertical bands of color occupying the full canvas — deep cerulean on the left, raw umber in the center, ochre on the right — each band bleeding softly into the next at the seam, visible linen canvas texture throughout, slight paint build-up at the outer edges of each field, museum quality, photographed flat under even studio lighting, no reflections, no shadows
Mark Rothko and Barnett Newman painted in this tradition. Naming the tradition is more useful than trying to describe the aesthetic from scratch.
14. Wildlife Photography
Wildlife prompts are about the relationship between the animal, the light, and the moment — not the animal alone. The environment and the technical specification are what make the photograph feel real.
A wildlife photograph of a Bengal tiger emerging from tall golden savanna grass at dawn, one amber eye locked directly on camera, backlit by the rising sun creating a strong rim light through the fur, shallow depth of field with the foreground grass softly blurred, Canon 500mm telephoto compression, dusty warm dawn light, absolute stillness in the tiger’s posture, National Geographic quality
“National Geographic quality” at the end of a prompt functions as a quality floor instruction. It works surprisingly well.
15. Fashion Editorial
Fashion prompts should read like a shoot brief. Location, garment description, light source, camera format. That specificity tells the model what decision a real photographer would have made — and the model commits to it.
A high fashion editorial photograph of a woman in a sculptural off-white origami-folded gown standing in a brutalist concrete corridor, harsh direct flash at camera height creating flat, sharp shadows on the wall directly behind her, the garment’s geometric silhouette graphic against raw grey concrete, shot on a Mamiya RZ67 medium format camera, blown-out highlights on the fabric surface, no accessories, stark and architectural in composition
Naming a specific camera (Mamiya RZ67) and a specific film medium format aesthetic tells the model a lot about contrast, tonal range, and grain. It is a shorthand for an entire visual language.
16. Macro Nature Photography
Macro prompts live or die on subject specificity. “A flower close-up” is too vague. Name the exact insect, exact plant species, or exact surface. The model’s botanical and entomological knowledge is extensive — use it.
An extreme macro photograph of a honey bee covered in yellow pollen grains on a lavender floret, every individual pollen particle visible on the bee’s fuzzy thorax and legs, one compound eye rendered in sharp focus showing its hexagonal facets, the wing membrane catching a backlight and revealing its cellular vein structure, out-of-focus purple lavender bokeh in the background, natural daylight, 5:1 macro magnification, Canon MP-E 65mm lens rendering
“Hexagonal facets” of the compound eye and “cellular vein structure” of the wing are real anatomy. Naming them produces them.
17. Horror / Dark Atmosphere
Horror prompts work when they name what is specifically wrong — not just that things are dark. Vague dread produces nothing interesting. A precise wrongness inside an ordinary scene is what makes an image genuinely unsettling.
A photorealistic photograph of an ordinary hospital corridor at 3am, every overhead fluorescent light burned out and dark except one at the far end flickering irregularly, a wheelchair facing away from camera positioned precisely in the center of the hallway, wet footprints on the linoleum leading toward it from nowhere visible, no shadows where shadows should logically fall, medium film grain, clinical institutional detail throughout, hyper real
“No shadows where shadows should logically fall” is the specific wrongness that does the work. It is the kind of detail you cannot get from a vague prompt.
18. Children’s Book Illustration
Children’s book prompts need to describe the emotional warmth explicitly. These images communicate safety and wonder through texture and light. Naming the painting technique matters more here than in most other categories.
A children’s book illustration of a small red fox wearing a hand-knitted orange scarf, sitting by a crackling campfire in a snowy pine forest at night, visible stars through the tree canopy above, warm amber firelight on the fox’s face contrasting against cool blue-white snow on the ground, a tin mug of something hot steaming beside him, gouache painting technique, slightly textured paper, soft rounded forms throughout, storybook warmth
Gouache is the right medium to name here. It gives the image opacity and warmth that watercolor cannot and that digital illustration often misses.
19. Historical Reimagining
Historical reimagining prompts are most interesting when the anachronism is precise rather than general. Both sides of the collision need to be specific. A smartphone in a Rembrandt portrait works because the 17th century and the 21st century are each described accurately.
A photorealistic oil painting in the Dutch Golden Age style, depicting a wealthy 17th-century merchant seated at a writing desk, holding an iPhone 15 Pro instead of a quill, the phone screen clearly showing a stock trading app with live charts, Rembrandt three-quarter lighting from a high window on the left, period-accurate dark doublet with white lace collar, deep shadow background, fine oil paint craquelure visible as if the painting has aged 400 years
“Craquelure” is the network of cracks in aged oil paint. Naming it produces it. GPT-Image-2 understands art conservation vocabulary.
20. Double Exposure / Concept Portrait
Double exposure prompts need to name both visual layers and describe exactly how they interact. The blend is not random — you are directing where one image ends and the other begins.
A double exposure concept portrait, a woman’s head and shoulders in sharp silhouette, the interior of the silhouette filled entirely with a dense pine forest scene, the tree line running exactly along her jaw and cheekbones, moonlight visible through the gaps between branches where her eyes would be, a single owl perched on a branch at temple height, cool silver-blue tones throughout, film double exposure technique, precise clean silhouette edge, editorial quality
“The tree line running exactly along her jaw and cheekbones” is directorial instruction. You are telling the model where two things meet. That precision is what separates concept art from a compositional accident.
What actually makes a prompt work
Every prompt here follows the same structure: subject, style, lighting, camera or medium, mood. That order is not arbitrary. It mirrors how a creative brief moves — from what to show, to how it should look, to how it should feel.
GPT-Image-2 responds to specificity at every level. “A woman in Paris” is a direction. “A 32-year-old woman in a belted trench coat on the Rue Crémieux at 7am in late October, overcast diffused daylight, cobblestones wet from overnight rain, Canon 5D Mark IV with a 50mm f/1.2, photojournalism aesthetic” is a brief. The difference in output is not subtle.
A few things I have noticed consistently across all these categories:
The more precisely you describe the light source and its angle, the more control you get over mood. Mood is mostly light. Everything else serves that.
Naming a specific camera, film stock, or real-world photographer signals an entire visual vocabulary in one phrase. “Hasselblad medium format” carries different color, contrast, and tonal assumptions than “Canon 5D.”
GPT-Image-2 holds context across conversation turns. Run one of these prompts, then ask for a different angle, a warmer color grade, or a shifted time of day. Each refinement builds on the last. That iterative workflow is where real control lives.
Start with one category that matches something you are already working on. Get one prompt right. Then take what you learned about specificity into the next one.
The model is capable. The limiting factor, almost always, is the brief.