CTO Checklist: Outsource Room Preview Versus Building In-House?
The AI Furniture room-preview widget is what we build, and live Shopify demos such as Mirage Furniture already use it. What we actually ship is what these articles document: photo upload on the PDP, composites in ~30 seconds from catalog JPEGs you already have, Shopify app install or jsDelivr, and 10p per billable preview. This is not marketing theory copied from other blogs.
Placement + lighting + Shopify theme UX + billing + abuse controls, once built, form a product rather than a weekend notebook demo.
When buying makes sense
- Preview on PDPs is needed this month
- Dedicated ML + frontend capacity is lacking
- Predictable per-preview COGS is the goal (our public plan is 10p)
When building makes sense
- Models, evals, and on-call will be staffed
- Exotic catalog constraints that a vendor cannot meet are required
- Delayed revenue is accepted in exchange for control
Buy, instrument, then revisit build in 12–18 months with real usage data — that path fits most mid-market furniture CTOs.
Frequently asked questions
What justifies building in-house?
Building in-house is justified when visualization counts as core IP, ML/platform staff already exist, and multi-quarter time-to-PDP is acceptable. Buying first is what most furniture merchants should do.
Related posts
- Business & E-commerceBest Furniture Visualizer for Shopify in 2026 (An Honest Category Guide)
- Business & E-commerce12 Questions for Picking a Furniture Visualization Partner
- Technology & InnovationPhoto Room Preview on Shopify PDPs via a Furniture Ecommerce Widget
- Business & E-commerceMy Room Visualiser Alternative: $80/Month SaaS Versus Pay-Per-Preview
See it in your room
Install costs £0. Signup includes 50 free room previews. After that, pick Starter (£39 / 80 included), Growth (£69 / 250), or Pro (£99 / 500) — then 10p per extra preview. Enterprise is custom pricing for large catalogs. Existing stores that already have 500 free previews keep that pool.