Why composition is a content problem

An image can be beautiful and still useless if it cannot fit the place where it will appear. A course cover needs different spacing than an inline lesson image. A social card needs stronger contrast and simpler shapes. A diagram needs legibility over atmosphere.

Composition is how you tell the model where the learner's eye should go.

Common composition requests

Use these phrases deliberately:

• Wide 16:9 composition — good for course covers and hero images.
• Square 1:1 composition — good for cards and social previews.
• Portrait 4:5 composition — good for vertical social posts.
• Centered subject with padding — good for reusable assets.
• Negative space on the left/right — good when text will be overlaid later.
• Top-down desk scene — good for workflows and learning tools.
• Simple foreground, soft background — good for thumbnails.

Cropping checklist

Before accepting an image, ask:

• Does the main subject survive a mobile crop?
• Is there room for title text if needed?
• Are important details too close to the edge?
• Would the image still make sense as a small card?
• Is the focal point obvious in two seconds?

Image generation brief

Asset: Cropping comparison visual Prompt: Create a single educational visual showing the same AI course cover composition in three frames: wide desktop banner, square card crop, and mobile crop. Use simple placeholder shapes and an abstract AI-learning desk scene, monochrome with tonal contrast for emphasis. Make the safe focal area obvious through composition, but do not add technical grid labels or tiny text. No logos, no watermark. Alt text: Three frames showing how one course image composition adapts to desktop, card, and mobile crops.

Try this: Take any generated image and view it as a tiny thumbnail. If the idea disappears, regenerate with a simpler focal point.