AI for Pages, Design, and UI

Introduction: use the AI Manager to shape a real page system

Wappler AI is strongest for page and UI generation when the result stays reviewable in the HTML Editor. Think of a real page system, not a one-off mockup. For example, ask for a Bootstrap 5 feedback dashboard with summary cards, filters, a submissions table, and a clean detail or action area. The goal is production-ready UI that you can still inspect and refine in Design View, Structure, and Properties.

Page structure

Create readable page
and section hierarchy

Reusable UI

Think in sections and patterns,
not one-off fragments

Visual polish

Improve hierarchy,
spacing, and tone

Live review

Check the result in the
real Wappler editor

Wappler AI can generate the UI while the real editor stays in the loop.

That makes it easier to inspect structure instead of trusting raw code output.

The goal is production-ready UI, not only visual momentum.

Text

"Create a Bootstrap 5 feedback dashboard with summary cards, a compact filter row, a responsive submissions table, and a detail area for reviewing one selected submission. Keep the layout reusable, visually clear, and ready for App Connect data bindings."

Screenshot: Introduction: use the AI Manager to shape a real page systemClick to open the larger image

Prompt in editor terms, not vague design language

The best page-generation prompts name the page type, the layout pattern, the key sections, the interaction states, and the responsive expectations. That gives the AI Manager a framework-aware job instead of a generic style exercise. For the feedback dashboard, describe the cards, filter row, table behavior, empty state, and mobile stacking strategy explicitly.

Page type

Name the actual page:
dashboard, form, detail

Layout

Describe the main sections,
patterns, and density

States

Mention empty, loading,
selected, and responsive states

State which page or surface you want.

Describe the main sections, controls, and responsive priorities.

Ask for design character, but anchor it to reusable structure and real content needs.

Text

Editor-aware prompt
"Create a Bootstrap 5 admin dashboard page. Put summary cards first, keep the filter row compact, make the table readable on desktop and scrollable on smaller screens, and include an empty state message below the filters when no records match. Avoid decorative sections that do not help the workflow."

Screenshot: Prompt in editor terms, not vague design languageClick to open the larger image

Use the AI Manager and the HTML Editor as one loop

Treat the AI Manager as part of the real HTML Editor workflow, not as a separate universe. Generate or refine the page from the AI Manager, then inspect the result in Design View, Structure, Properties, and Code so the UI remains understandable and editable. After each pass, ask for one narrow improvement based on what you actually saw.

AI Manager

Prompt, plan,
and iterate

Design View

See the page shape
as it evolves

Structure

Check hierarchy and
component meaning

Properties

Refine the selected
element precisely

Do not stop at the generated result; inspect it in the editor surfaces that own the page.

Use Ask when you want a design explanation or refinement plan.

Use Act once the desired UI change is specific and reviewable.

Text

Good follow-up after page review
"Keep the current dashboard structure. Tighten the spacing in the filter row, make the empty state clearer, and improve the visual separation between summary cards and the table. After the pass, tell me which sections changed so I can inspect them in Structure and Properties."

Screenshot: Use the AI Manager and the HTML Editor as one loopClick to open the larger image

Use images and concrete references only when they add signal

Image attachments can help when layout, content density, or visual hierarchy needs to be shown instead of described. Use them when they reduce ambiguity, not as a default habit for every request.

Attach a visual when it communicates structure faster than text.

Keep the prompt anchored to the Wappler page you want to change, not only the image style.

Use images to sharpen the brief, not to replace a good brief.

Screenshot: Use images and concrete references only when they add signalClick to open the larger image

Aim for reusable surfaces, not one-off page fragments

The long-term win is not only that the AI can make a page quickly. It is that Wappler still leaves you with a page structure you can refine, extend, and connect to data without rebuilding from zero the next time.

Ask for layout sections, repeated patterns, and reusable form structures.

Prefer coherent page systems over isolated visual tricks.

That keeps the generated UI ready for the next App Connect, data, or backend step.

Screenshot: Aim for reusable surfaces, not one-off page fragmentsClick to open the larger image

Continue from UI into the wider stack

Branch into the page-level AI tours, a first full-stack feature, or the broader builder route.

Choose the next UI or builder tour

Continue where the UI needs the next layer of help.

Screenshot: Choose the next UI or builder tourClick to open the larger image