MDVIZ feature suite
Everything the visualizer can do — organized by phase. Tags mark features that are automatic, admin-only or need sign-in.
Core Improvements
Manual Wall Editing
Edit AI-detected walls
Use from a room
Image Compression
WebP variants for rooms & renders
Automatic
Engagement & Sharing
Advanced Features
Templates & Scale
Community & Social
Monetization
Credit Packs
Top up for more mockups
In-app purchase
Sample Orders
Order a physical swatch
Per design
WhatsApp Updates
Mockup-ready alerts
Automatic
Seasonal Nudges
Diwali, Holi, Summer & more
Live on home
Platform & Reach
Neighborhood Feed
See mockups from your city
Gallery scope
Install as App
Add MD Viz to your home screen
PWA
Hindi Interface
हिन्दी में इस्तेमाल करें
Switch in menu
Design Duels
1v1 design battles, community votes
Social Foundation
Creator Tools
Live & Learning
Intelligence
Wall Fit Engine
Wall Fit
Pick a design, enter wall size, get a printable PNG
Admin
Design Sizer
Precompute native + sized renders per design
Admin
Fit & Generate API
One-call pipeline: design + W×H → print-ready file
API
AI Output Quality
AI Outpaint
Extends designs naturally beyond their native size
Automatic
Mirror-Blend
Seamless tiling for abstract murals
Automatic
Smart Stretch
Safety-net stretch for near-fits
Automatic
Custom Uploads
Your own pattern, fit to any wall
Production Intelligence
Intelligence Score
Every design scored for printability at every size
Automatic
Smart Pre-warm
Top designs rendered ahead of time
Scheduled
Consultant Batch Mode
Sales team: run 20 walls at once
Admin
Cascade Fallback
Outpaint → mirror → stretch — always a usable file
Automatic
Print-Ready Cache
Same design+size served instantly on repeat
Automatic