Each no-code and AI platform has its own quirks. Testing a Framer site is different from testing a WordPress site. Knowing the common failure points for each platform lets you find bugs faster and write better test checklists.
Lovable
Lovable is a full-stack AI builder — it generates React frontends connected to Supabase backends. It's popular for MVPs and SaaS products.
Common issues:
- Form submissions that look successful but don't write to the database
- Authentication flows that break on page refresh (session not persisted)
- Mobile layouts where the generated Tailwind classes conflict
- Missing loading and error states — the UI assumes the API always responds instantly
What to test first: Submit every form and verify the data appears in the backend. Refresh the page after logging in and check if the session persists.
Framer
Framer is design-first. Sites look stunning but the interaction layer can be fragile.
Common issues:
- Animations that cause layout shift on mobile
- Scroll-triggered effects that fire at the wrong scroll position on different screen heights
- Links styled as buttons that aren't actually
<a>tags — they break keyboard navigation - Custom cursors and effects that don't disable on touch devices
What to test first: Navigate the entire site on an actual iPhone or Android device. Safari on iOS is where Framer sites break most often.
Wix
Wix sites live in Wix's ecosystem. The editor and the live site can behave differently.
Common issues:
- Wix's mobile editor creates a separate mobile layout — changes in the desktop editor don't always propagate
- Wix animations that appear in the editor but don't trigger in the live site
- Wix Forms: the form sends, but the email notification never arrives (check spam and verify email settings)
- Dynamic pages where the URL structure breaks social sharing previews
What to test first: Test on a real mobile device (not just the mobile preview in the editor). Submit every form and check that the notification email arrives.
WordPress
WordPress sites are the most complex to test because of plugins.
Common issues:
- Plugin conflicts — two plugins that each work fine individually break things when combined
- Caching plugins that serve stale content after updates
- WooCommerce checkout flows that break on certain payment methods or shipping configurations
- Contact Form 7 / Gravity Forms submissions that don't deliver (email deliverability issues)
- Page builders (Elementor, Divi) that generate bloated HTML causing performance problems
What to test first: Deactivate caching temporarily and test the full checkout flow with a real payment. Check that all form submissions deliver correctly.
Bolt & v0
These tools generate React/Next.js code. The output is more technically complex than Wix or Framer.
Common issues:
- API routes that work in development but fail in production (environment variable issues)
- Client-side routing that breaks on direct URL access
- TypeScript errors that were ignored during generation causing runtime failures
- Missing error boundaries — one component failure crashes the whole page
What to test first: Test every URL by typing it directly into the browser (not clicking a link). Check browser console for JavaScript errors on every page.
Building Your Platform-Specific Checklist
For any platform you test, build a checklist based on:
- The platform's known weak points (listed above)
- The specific features used in this site (forms, auth, eCommerce, etc.)
- The target audience's likely devices and browsers
A checklist you fill out the same way every time catches bugs reliably. Ad-hoc testing misses things.