Why structured image prompts work better
Image models respond to visual vocabulary. "A fisherman" leaves almost everything to chance: style, light, angle, mood and framing. Each extra element you specify removes a random choice, which is why this builder splits the prompt into subject, style, lighting, camera, composition, mood, colors and aspect ratio. Those are the same decisions a photographer or illustrator makes before starting work.
Order matters too. Most image models give more weight to what comes first, so the subject leads and the details follow. The generator then adapts the syntax to your tool:
- Midjourney gets a compact, comma-separated prompt with the
--arparameter for aspect ratio and--nofor things to exclude. - Stable Diffusion gets separate positive and negative prompts plus a suggested pixel size for the aspect ratio, because most Stable Diffusion interfaces have a dedicated negative prompt field.
- DALL·E and ChatGPT images get a natural-language description, which these models follow more reliably than keyword lists.
Lighting and camera presets are written in photographic terms ("85mm lens, shallow depth of field") because models have seen millions of captioned photos described that way.
Worked example
Say you want a warm, documentary-style photo of a fisherman for a blog header. These are the inputs:
- Image tool
- Midjourney
- Subject
- an elderly fisherman mending a net on a wooden pier
- Style
- photorealistic
- Aspect ratio
- 3:2
- Lighting
- golden hour sunlight
- Camera / shot
- eye-level medium shot, 50mm lens
- Composition and setting
- fisherman on the left third, misty harbour in the background
- Medium or texture
- 35mm film grain
- Mood
- calm and nostalgic
- Colors
- muted blues and warm orange
- Avoid
- text
The builder turns these inputs into the following prompt. Load it into the form above with the Midjourney photo example chip and change anything you like.
an elderly fisherman mending a net on a wooden pier, fisherman on the left third, misty harbour in the background, photorealistic, 35mm film grain, golden hour sunlight, eye-level medium shot, 50mm lens, calm and nostalgic mood, muted blues and warm orange color palette --ar 3:2 --no textThe same inputs with Stable Diffusion selected as the tool produce a positive and a negative prompt instead:
Positive prompt:
an elderly fisherman mending a net on a wooden pier, fisherman on the left third, misty harbour in the background, photorealistic, 35mm film grain, golden hour sunlight, eye-level medium shot, 50mm lens, calm and nostalgic mood, muted blues and warm orange color palette, highly detailed, sharp focus
Negative prompt:
text, blurry, low quality, distorted, extra limbs, watermark, jpeg artifacts
Size: 1216x832 (3:2)This page shows only the prompt. The answer depends on the AI tool you paste it into, so always review the result before you use it.
Tips to improve your results
- Describe one clear subject. Several subjects in one prompt often blend together.
- Change one variable at a time (only lighting, only camera) to learn what each does.
- Put unwanted elements in the avoid field rather than writing "no text" in the subject.
- Text inside images is still unreliable in many models; add text in an editor afterwards.
- Check the license and usage terms of your image tool before using results commercially.
Frequently asked questions
Which aspect ratio should I choose?
Use 1:1 for profile images and feeds, 16:9 for YouTube thumbnails and slides, 9:16 for Stories, Reels and phone wallpapers, and 3:2 or 2:3 for a classic photo look.
Why does the Stable Diffusion prompt have a negative prompt?
Stable Diffusion interfaces usually have a separate field for things you do not want. The generator adds common quality terms such as "blurry" and "watermark" plus anything you entered under Avoid.
Can I use these prompts in other image tools?
Yes. Choose "Other / generic" to get a plain descriptive prompt that works in most tools, including newer ones. Tool-specific parameters like --ar are left out.
Why are my results different every time?
Image models are random by design. Run the same prompt several times and pick the best result, or use your tool's seed setting if it has one.
Can I create images of real people or brands?
Many tools restrict this, and it can raise legal issues. Follow your image tool's content policy and respect trademarks and people's rights.