Describe what is loading
Say specifically which content appears on the screen — charts, lists, stats, media — and optionally the type of product it belongs to.
Free MVP Development tool
AI Loading State Optimizer
Describe what your screen is loading and get a recommended pattern per content region — skeletons, spinners, progressive and optimistic UI — with timing guidance, reduced-motion notes and framework code.
Loading state suggestions
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Configure your loading state and click generate
Timing:
Reduced motion:
How it works
Pick the loading context
Choose the loading type (initial page load, a user action, a background sync or loading more) and your framework. These change which pattern is recommended and what the code looks like.
Apply the suggestions
You get a pattern per content region with a reason, timing thresholds, a reduced-motion note and a copyable code snippet. Adapt the markup to your components.
Continue learning: perceived performance for your MVP
Frequently asked questions
Which loading patterns does it recommend?
Skeleton screens for content with a known layout, inline spinners for small independent regions, progressive rendering for content that arrives in parts, and optimistic UI for user actions where the result is predictable. The choice depends on the content you describe and the loading type.
What timing guidance does it give?
Render a placeholder within ~100ms, only show a spinner if the wait exceeds ~400ms, and show a progress indicator or time estimate past ~1s. The suggestions apply these thresholds to each region.
Is the code production-ready?
It is a starting point. The snippets show the structure of the loading state in your chosen framework; you wire them to your real data-fetching and design tokens.
Does it handle reduced motion?
Yes. Every animated pattern comes with a note on disabling or simplifying the animation under prefers-reduced-motion.
How We Compare
| Feature | MVPHub | Copy a spinner from Stack Overflow | A UI library’s default loader |
|---|---|---|---|
| Pattern chosen per content region | Included | Not included | Not included |
| Timing thresholds included | Included | Not included | Limited |
| Reduced-motion guidance | Included | Not included | Limited |
| Framework-specific snippet | Included | Limited | Included |
MVPHub reasons about your specific content and context. A copied spinner or a library default applies one pattern everywhere regardless of what is loading.
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