Rebuilding a high-traffic AI website with an AI-native workflow.
SuperAnnotate's website was live, indexed, and receiving significant traffic. The work combined a website redesign with a migration from Webflow into a Cursor-based production workflow. Existing routes, search visibility and the live experience were preserved.
ContributionWebsite Redesign · UI System · Responsive Design · Legacy Migration · AI-assisted Implementation · QA & Release
The redesign kept the existing content and page purpose while introducing the new visual system, stronger hierarchy, and clearer product storytelling.


The website couldn't simply be rebuilt
SuperAnnotate already had an established website with indexed pages, existing traffic, and URLs used across search and external links. The redesign had to preserve that structure while moving the experience into the new visual system and production workflow.
- Existing URLs
- Preserve established page routes.
- Search visibility
- Avoid disrupting indexed pages during migration.
- Content structure
- Retain existing content and hierarchy where required.
- Live experience
- Move pages without unnecessarily disrupting the production website.
A repeatable workflow from
legacy pages to production.
I used structured prompts and reusable migration rules to translate existing Webflow pages into the new SuperAnnotate design system, then reviewed and refined each implementation before release.

One migration system.
Many page types.
Each page type needed its own migration rules within one consistent production system.



Dozens of existing routes moved into the new system with their content and structure intact.


Same routes.
New implementation.
Existing URLs stayed the same while the implementation moved from Webflow to Cursor.
-
01 / TOOL PAGE
UNCHANGEDWEBFLOWWEBFLOW → CURSOR
superannotate.com/annotation-toolCURSORsuperannotate.com/annotation-tool -
02 / FEATURE PAGE
UNCHANGEDWEBFLOWWEBFLOW → CURSOR
superannotate.com/automationCURSORsuperannotate.com/automation -
03 / SPECIAL PAGE
UNCHANGEDWEBFLOWWEBFLOW → CURSOR
superannotate.com/webinarCURSORsuperannotate.com/webinar
A high-traffic website moved into an AI-assisted development workflow without losing its existing routes or search presence.
Visit Live Site →