Images are AI-generated illustrations, not documentary photographs or product screenshots.
Website image weight: begin with the display requirement
Identify whether an image is a cover, card thumbnail, product photo or instructional detail. Its required dimensions and crop depend on that role. Uploading a very large original for a small card can waste bandwidth. A tiny image stretched across a wide cover can look poor. Choose dimensions based on the design rather than one universal setting for every asset.
Choose a suitable format and quality
Use supported formats appropriate to photographs, transparency and graphics. Compare compression settings on the actual image, paying attention to text, edges and product detail. Avoid treating one file-size target as a guarantee of quality. Keep an original backup so a destructive crop or excessive compression can be corrected. Do not remove information essential to understanding the content.

Use responsive delivery
Check that the site supplies appropriate sizes to different viewports through its supported image system. Reserve dimensions to reduce layout movement. web.dev identifies loading and visual stability as distinct aspects of Core Web Vitals. Do not assume smaller files alone fix every performance problem; discovery, prioritization and surrounding scripts can also affect the experience.
Test the full page
Inspect mobile and desktop output, not merely the file in an editor. Check important crops, broken images and whether the first major visual loads promptly. Avoid lazy-loading decisions that unnecessarily delay a critical above-the-fold image. Preserve meaningful alt text and genuine product representation. AI editorial assets should not be mistaken for photographs documenting a real event or product test.
Keep a repeatable workflow
Record reasonable export presets by image role and review them when the design changes. Measure page behavior before and after important adjustments. The objective is efficient, useful visual communication, not the smallest possible file at any cost. A thoughtful image workflow improves both performance and editorial consistency without turning illustrations into unreadable placeholders.

Sources and further reading
W3C WAI: accessibility fundamentals
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