This content originally appeared on DEV Community and was authored by Tea UI Lab
I am prototyping a mobile web page from a high-fidelity AI-generated visual mockup. The visual style is complex: wooden tabletop, paper cards, fabric, soft shadows, small illustrations, and textured buttons.
The final page cannot be a flat image with transparent hotspots. It needs real DOM text and real controls because the content is dynamic:
- participant names can change;
- card labels and descriptions can change;
- buttons need click/focus states;
- the page needs to work on mobile web.
What I tried:
- CSS-only recreation: interaction works, but visual quality drops a lot.
- Full-page image background plus DOM overlay: visually closer, but DOM text does not align reliably and the asset is not maintainable.
- Text removal / inpainting from the mockup: creates artifacts, especially around paper/card areas.
What I am looking for:
- A mature workflow for converting a complex bitmap mockup into layered web assets.
- Which parts should be done in Figma, Photoshop, or another tool.
- Whether AI layer extraction tools are good enough for production.
- How to keep all text/buttons as real DOM.
- How to verify visual similarity with screenshots or pixel diff.
For a generic example, imagine a "Tea Tasting Journal" mobile page with:
- a warm desk background;
- a paper panel with participant cards;
- a grid of paper option cards;
- real buttons for "Start" and "Open Journal";
- dynamic text over textured visual assets.
Is the best practice still manual layer reconstruction in Figma/Photoshop, then DOM overlay, then Playwright visual regression? Or is there a more mature image-to-layer / design-to-code workflow?
I am especially interested in workflows people have actually shipped, not only marketing demos.
This content originally appeared on DEV Community and was authored by Tea UI Lab
Tea UI Lab | Sciencx (2026-06-08T02:24:20+00:00) Best workflow for AI-generated UI mockup to real DOM web page?. Retrieved from https://www.scien.cx/2026/06/08/best-workflow-for-ai-generated-ui-mockup-to-real-dom-web-page/
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