AI Image Prompting Guide for Better Results
By Yossi Wallace · · 7 min read
Better AI images come from prompts that define the subject, setting, style, lighting, composition, and constraints.
Quick wins
- Include subject, setting, style, lighting, camera angle, and aspect ratio.
- Use negative constraints when something must not change.
- For edits, describe the exact change and the exact parts to preserve.
Use a complete image prompt
A good AI image generator prompt gives the model a subject, setting, style, lighting, composition, and purpose. "Coffee ad" is vague. "Studio product photo of a glass cold brew bottle on wet black stone, condensation, softbox reflections, premium beverage ad, vertical 4:5" gives the generator useful direction.
Separate creation prompts from editing prompts
Text-to-image prompts can be broad because the whole image is new. AI photo editor prompts need boundaries because part of the image should stay the same. If you upload a photo, write what to change, where to change it, and what to preserve.
Prompt patterns that work across Toybox AI
The same structure works for Image Generator, Sketch to Life, Flyer Maker, Smart Editor, and Background Swapper. Define the job, add visual direction, then add constraints. If the result is too busy, remove adjectives and make the layout goal clearer.
- Subject: what the viewer should notice first.
- Context: where it is, who it is for, and why it exists.
- Style: realistic, editorial, cinematic, flat lay, watercolor, claymation, or clean vector.
- Constraints: keep identity, preserve logo, avoid extra text, keep background simple.
Use prompts as reusable assets
Save strong prompts the same way you would save brand colors or ad copy. A repeatable prompt format helps you create consistent product images, thumbnails, flyers, and social visuals without starting over every time.