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Guide

GPT Image Prompts: Copy-Paste AI Image Prompt Library

By the FluxNote Editorial Team · Last updated: May 6, 2026

Quick Answer

Good GPT image prompts are specific, include key details (subject, style, lighting, composition), and use clear formatting.

FluxNote's FLUX.2 Pro excels with 'photorealistic [subject] with [specific lighting], [composition], [background details] - style:[art style]' structures.

Each model has strengths: GPT Image 1.5 handles complex instructions well, Ideogram 3.0 manages text beautifully, and Midjourney V7 shines in artistic styles.

Full Guide

### Quick-start GPT Image Prompt Formula

  1. 1Subject: Detailed description
  2. 2Style: Art movement/technique (photorealistic, anime, oil painting)
  3. 3Lighting: Specific setup (volumetric, golden hour, neon)
  4. 4Composition: Framing (close-up, rule of thirds, Dutch angle)
  5. 5Negative space: What to avoid

### Model-Specific Notes

  • FLUX.2 Pro: Best for photorealism. Use with 'hyper-detected [subject], 8K UHD, [specific camera/lens]' for best results
  • GPT Image 1.5: Follows complex instructions well. Works with nested () for importance
  • Ideogram 3.0: Use '--text "[exact words]"' for accurate typography
  • Midjourney V7: Include '--v 7' parameter, excels at ethereal styles

### Common Fixes

  • Blurry faces: Add 'sharp focus on [eyes/face], professional portrait lighting'
  • Weird hands: 'perfect five-fingered anatomy, detailed knuckles'
  • Bad text: Switch to Ideogram with '--legible 2' parameter

### Example Specs

  1. 1'Photorealistic chef preparing sushi (macro shot of knife work), studio lighting with rim highlights, f/1.4 depth of field - style:Foodography'
  2. 2'Cyberpunk hacker with LED face implants (neon slash lighting), Dutch angle composition, rain-soaked alley background - style:CinematicCyberpunk'
  3. 3'Watercolor hummingbird mid-flight (soft diffused morning light), negative space left for text, loose painterly strokes - style:BotanicalIllustration'
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Prompt Pack

  • Photorealistic senior architect reviewing blueprints (medium close-up), golden hour light through floor-to-ceiling windows casting long shadows, Leica SL2 camera with 50mm Summilux lens - style:ArchitecturalDigest --flux 2
  • Anime sci-fi bounty hunter with glowing visor (dynamic action pose), chromatic aberration lighting effects, dramatic perspective with background spaceship wreckage - style:CyberpunkAnime --gpt 1.5
  • Medieval blacksmith forging sword (extreme macro of hammer sparks), furnace glow lighting with smoke particles, shallow depth of field - style:HistoricalReenactment --mj v7
  • Surreal floating islands with waterfall between them (isometric composition), pastel dreamlike lighting with volumetric clouds, tiny hot air balloons for scale - style:WhimsicalFantasy --id 3
  • Charcoal sketch portrait of elderly sailor (high contrast chiaroscuro), side lighting emphasizing wrinkles, rough paper texture visible - style:MasterStudy --banana 2
  • 3D render of futuristic Tokyo train station (ultra wide shot), bioluminescent advertising screens casting colorful reflections, crowds with perfect individual details - style:NeoNoir --ultra 4
  • Oil painting of Viking longship at sunset (dramatic low angle), stormy seas with crashing waves rendered in impasto technique, visible brushstrokes - style:RomanticEra --flux pro
  • Pixel art cyber city street at night (top-down view), rain animations made with perfect dithering patterns, CRT monitor glow effect - style:RetroGaming --sd 4
  • Macro photo of dewdrops on spiderweb (morning backlight), extreme bokeh rendering each drop as perfect sphere, black background - style:NaturePhotography --gpt 1.5
  • Concept art for steampunk diving suit (front and profile views), brass material renders with perfect patina, pressure gauge details - style:IndustrialDesign --flux 2
  • Surreal library with endless bookshelves (forced perspective), magical hovering books with trailing light particles, cozy fireplace glow - style:CozyFantasy --id 3
  • Minimalist Japanese rock garden (aerial composition), raked gravel patterns in perfect zen circles, single maple leaf accent - style:WabiSabi --ultra 4
  • Hyperrealistic melted ice cream bar (extreme close-up), studio lighting showing viscosity and condensation, food styling with perfect drip shapes - style:ProductPhotography --flux pro
  • Gothic vampire ball scene (grand ballroom composition), candlelight casting dramatic shadows, period-accurate silk costumes - style:DarkRomance --mj v7
  • Neon-sign Hong Kong alley at night (tilt-shift composition), rain reflections with accurate color bleed, steaming food stall details - style:CyberpunkRealism --gpt 1.5
  • Children's book illustration of friendly swamp monster (full figure), soft watercolor style with visible paper texture, morning mist lighting - style:Storybook --banana 2
  • Military drone prototype blueprint (technical drawing style), isometric projection with callout labels, graph paper background - style:EngineeringDiagram --id 3
  • Magical girl transformation sequence (exploding energy effect frame), sparkling particle highlights, flowing ribbons with perfect physics - style:AnimeAction --gpt 1.5
  • Ancient Roman marketplace (historical reconstruction), golden hour lighting with accurate linen drapery shadows, stone architecture details - style:Archaeological --flux 2
  • Underwater coral reef (wide angle composition), caustic light effects dancing across coral polyps, parrotfish with individually-rendered scales - style:MarineBiology --ultra 4
  • Haunted Victorian doll (clothing extreme closeup), candlelit with perfect fabric textures, porcelain skin with hairline cracks - style:HorrorDetail --flux pro
  • Ghibli-style floating castle in clouds (aerial perspective), soft sunlight with drifting cloud shadows, tiny visible laundry lines - style:WhimsicalLandscape --mj v7
  • Apocalyptic gas station at dusk (color graded composition), rust and peeling paint details, broken neon sign flickering - style:CinematicDrama --gpt 1.5
  • Renaissance-style angelic figure (full figure portrait), heavenly glow lighting through translucent wings, baroque drapery physics - style:OldMasters --flux 2
  • Cutaway diagram of futuristic apartment (dollhouse view), every room fully furnished with lifestyle details, holographic UI elements - style:ArchViz --id 3
  • Blacksmith demon forging cursed sword (dungeon environment), ember glow lighting with smoke trails, anvil strike motion blur - style:DarkFantasy --banana 2
  • Microscopic view of virus attacking cell (scientific rendering), glowing pathogen details with accurate protein spikes, fluid dynamics - style:MedicalIllustration --ultra 4
  • Wild west ghost town panorama (cinemascope composition), dust storm lighting with rays through broken buildings, tumbleweed detail - style:Western --flux pro
  • Alien rainforest at night (bioluminescent plants), first-person view with water droplets on 'camera', strange creature eyes in shadows - style:Xenobiology --gpt 1.5
  • Steampunk airship battle (birds-eye action shot), cannon smoke trails with perfect physics, individual rivet details on metal plating - style:Dieselpunk --mj v7

Comparison

modelscorebestForlimitation
FLUX.2 Pro98/100Photorealism, product shots, professional portraitsRequires exact prompting (18 credits/render)
GPT Image 1.595/100Complex instructions, nested details, story-driven scenesCan struggle with photorealism (18 credits)
Ideogram 3.093/100Prompts requiring integrated text/logos/typographyWeaker at photorealistic textures (14 credits)
Midjourney V790/100Artistic styles, dreamlike qualities, painterly effectsNo native FluxNote integration (external tool)

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