Why Image Prompts Are Different
Text-based AI reads your prompt like a conversation. Image generation AI reads it like a recipe. Every word is an ingredient, and the order you list them changes the dish.
When you prompt ChatGPT, you can be wordy. You can explain context, add caveats, and use natural language. Image generators work differently. They parse your words into visual concepts and weight them by position. Words at the start of your prompt carry more influence than words at the end.
This means the skills that make you good at text prompting — providing context, explaining nuance, writing full sentences — can actually work against you with image AI. Image prompts reward specificity, visual vocabulary, and deliberate structure.
Insight
The Image Prompt Formula
Every effective image prompt follows a similar structure. You do not need every element every time, but knowing the full formula helps you decide what to include and what to leave out.
Subject
Style
Composition
Lighting
Details
Technical Parameters
Here is what a complete prompt looks like when you put all six elements together:
A golden retriever puppy sitting on a weathered wooden porch, looking directly at the camera with tilted head, soft watercolor painting style, warm autumn color palette, close-up shot with shallow depth of field, golden hour side lighting casting long shadows, fallen maple leaves scattered around, cozy nostalgic atmosphere --ar 4:5 --v 6 --stylize 500
Pro Tip
Subject and Scene
The subject is the most important part of your prompt. Put it first. Be specific about what you want to see — not what you want to feel or communicate. Image AI generates pixels, not concepts.
The difference between a vague and specific subject is the difference between “a dog” and “a golden retriever puppy sitting on a wooden porch, looking at the camera.” One gives the AI room to guess. The other tells it exactly what to render.
Portrait subject: A woman in her 30s with short curly hair, wearing a linen blazer, leaning against a brick wall with arms crossed, confident half-smile Landscape subject: A narrow cobblestone street in a Mediterranean village, terracotta rooftops, hanging laundry between buildings, a single orange tree in the foreground Product subject: A matte black ceramic coffee mug on a marble countertop, steam rising from the cup, a folded newspaper beside it, morning light from a window
Pro Tip
Style Keywords That Work
Style keywords tell the AI what the image should look like — the artistic medium, the visual treatment, the overall aesthetic. These are the words that have the biggest impact on the “feel” of your output.
| Category | Keywords | Best For |
|---|---|---|
| Art Styles | watercolor, oil painting, digital art, pencil sketch, vector illustration, isometric | Creative projects, editorial, branding |
| Photography | portrait photography, macro, aerial, street photography, product photography, documentary | Realistic images, marketing, social media |
| Aesthetic | cinematic, ethereal, minimalist, vintage, cyberpunk, art nouveau, brutalist | Mood-driven work, concept art, hero images |
| Rendering | photorealistic, 3D render, low poly, pixel art, claymation, paper cutout | Technical illustration, gaming, stylized content |
- Editorial portrait: “cinematic portrait photography, soft studio lighting, shallow depth of field, muted earth tones”
- Tech product shot: “clean product photography, white background, soft shadows, minimalist, high-key lighting”
- Fantasy illustration: “digital painting, ethereal atmosphere, volumetric lighting, rich saturated colors, art nouveau borders”
- Vintage poster: “retro travel poster style, limited color palette, bold typography, screen print texture, 1960s aesthetic”
- Social media graphic: “flat vector illustration, bright gradient background, geometric shapes, modern minimalist”
Composition and Camera
Composition keywords control how the scene is framed. They tell the AI where to place the subject, what angle to shoot from, and how much of the scene to show. These terms come from photography and cinematography, and image AI understands them well.
Think of it this way: the subject is what the camera is pointed at, and composition is where the camera is standing.
| Term | What It Does | When to Use |
|---|---|---|
| close-up | Fills the frame with the subject, shows fine detail | Portraits, product details, textures |
| wide shot | Shows the subject in their environment | Landscapes, establishing shots, architecture |
| bird’s eye view | Looking straight down from above | Flat lays, maps, overhead food photography |
| low angle | Looking up at the subject, makes things feel imposing | Architecture, dramatic portraits, heroic poses |
| 85mm portrait lens | Flattering compression, creamy bokeh background | Headshots, character portraits |
| 35mm lens | Natural field of view, slight wide angle | Street photography, environmental portraits |
Same subject, different composition: Close-up: A weathered fisherman's hands mending a net, extreme close-up, shallow depth of field, natural light, documentary photography Wide shot: A fisherman mending his net on a wooden dock at dawn, wide establishing shot, fishing boats in the background, morning mist over the water, 35mm lens Bird's eye: A fisherman's net spread out on a wooden dock, overhead flat lay perspective, geometric rope patterns, morning shadows stretching across the planks
Platform-Specific Tips
Each image generator has its own strengths and quirks. A prompt that works perfectly in Midjourney might need adjustments for DALL-E. Here is what to know about each platform.
| Feature | Midjourney | DALL-E 3 | Stable Diffusion | Flux / Leonardo |
|---|---|---|---|---|
| Prompt Length | Short to medium, keyword-focused | Long, natural language preferred | Medium, supports positive and negative prompts | Medium, natural language works well |
| Best At | Aesthetic quality, artistic styles, vibes | Complex scenes, text in images, instruction following | Fine control, inpainting, custom models | Photorealism, prompt adherence, fast iteration |
| Key Parameters | --ar, --v, --stylize, --chaos, --weird | Size selection in UI, natural language control | CFG scale, steps, sampler, negative prompt | Guidance scale, aspect ratio, style presets |
| Artist References | Very responsive, strong style influence | Limited, focuses on style descriptions instead | Supported, depends on model training | Moderate, style descriptions preferred |
Pro Tip
Before & After
See the difference between a vague image prompt and one that uses the full formula. The specific prompt gives the AI clear instructions for every visual element.
a sunset over mountains
A dramatic sunset over the Dolomites mountain range, jagged peaks silhouetted against a sky of deep orange and magenta, thin clouds catching the last light, alpine meadow with wildflowers in the foreground, cinematic landscape photography, wide angle 24mm lens, golden hour lighting, rich saturated colors, sense of vast scale and solitude --ar 16:9 --v 6 --stylize 750
Success
Common Prompt Patterns
Here are ready-to-adapt templates for the most common image generation tasks. Replace the bracketed content with your specifics.
[Product/brand item] centered on [surface material], [background style], clean product photography, soft studio lighting, slight reflection on surface, minimalist composition, high-key lighting, commercial quality --ar 1:1
Abstract [theme/concept] illustration, [color palette] color scheme, flowing organic shapes, subtle gradient background, modern editorial style, clean negative space for text overlay, wide format --ar 16:9
[Product type] floating at slight angle on [background color] background, soft drop shadow, 3D product render, studio lighting from top-left, photorealistic materials, [material finish] surface, commercial mockup quality --ar 4:5
[Subject description], [age/appearance details], [expression/pose], portrait photography, 85mm lens f/1.8, [lighting type], [background description], shallow depth of field, natural skin texture --ar 4:5
Abstract [concept] visualization, [color 1] and [color 2] palette, smooth gradient transitions, flowing liquid forms, subtle particle effects, dark background, modern digital art, high contrast, 4K detail --ar 16:9
Common Mistakes
These are the pitfalls that trip up most people when writing image prompts. Avoiding them will save you time and credits.
Stacking competing styles
“Watercolor oil painting digital art photorealistic” confuses the model. Pick one primary style and one modifier at most. “Watercolor with ink outlines” works. Four styles at once does not.
Contradictory descriptions
“Bright sunny scene with dramatic moody shadows” pulls the AI in two directions. Decide on a mood and describe lighting that supports it. Consistency produces better results.
Ignoring aspect ratio
Default square images rarely match your actual use case. Set the aspect ratio for your target platform: 16:9 for headers, 4:5 for Instagram, 9:16 for stories, 1:1 for profile images.
Prompt too long
After about 60-75 words, most image generators start losing track of early details. Front-load the important elements. If your prompt is a paragraph, the last sentence probably gets ignored.
Not iterating
Your first prompt is a starting point, not a final draft. Professional AI artists generate dozens of variations, adjusting one element at a time. Change the lighting, swap the style, try a different composition. Treat each generation as a data point, not a finished product.
Quick Reference Cheatsheet
A fast-reference table for common image generation tasks. Find your use case, grab the recommended style and parameters, and adapt the example.
| Use Case | Style | Key Parameters | Example Snippet |
|---|---|---|---|
| Blog header | Abstract / editorial illustration | --ar 16:9, negative space for text | abstract flowing shapes, gradient blue to purple, clean negative space right side |
| Instagram post | Product / lifestyle photography | --ar 4:5, bright lighting | flat lay, marble surface, natural light from left, minimalist arrangement |
| LinkedIn banner | Professional / clean minimal | --ar 4:1, subtle background | abstract geometric pattern, corporate blue palette, soft gradient, professional |
| App icon | 3D render / flat vector | --ar 1:1, centered subject | 3D icon, rounded corners, single object centered, soft gradient background |
| Hero image | Cinematic / photorealistic | --ar 16:9, --stylize high | cinematic wide shot, dramatic lighting, shallow depth of field, film grain |
Universal Template - Copy and Customize: [Subject description with specific details], [art style or photography type], [composition/framing], [lighting description], [color palette or mood], [background details], [technical quality keywords] --ar [ratio] --v 6 --stylize [100-1000]
Next Steps
Writing image prompts is a visual skill that improves with practice. The formula and patterns in this guide give you a strong starting point, but the real learning happens when you start generating and iterating.
If you find yourself staring at a blank prompt field and struggling to describe what you want, that is where AskSmarter.ai helps. Our prompt builder asks you targeted questions about your image — subject, style, mood, composition — and assembles a structured prompt from your answers.
Build image prompts the structured way
Answer a few questions about what you want to create. AskSmarter turns your answers into a detailed, well-structured prompt ready for any image generator. No visual vocabulary memorization required.
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