AI visual commerce for furniture retailers
Let shoppers see it in their room before they buy.
Clavis turns any room photo into a photorealistic design featuring your catalog, with shop-the-look links that convert browsers into buyers.
- White-label
- Your catalog
- Live in 4 weeks
Shop this look
2-Seater Bouclé $849.99
Catalogs and brands we work with
The problem
Your customers can’t picture it. So they don’t buy it.
Furniture is the hardest thing online to say yes to. Shoppers hesitate, return, or walk away entirely.
60%
of shoppers can’t visualize furniture in their own space
30%
of furniture gets returned: “it doesn’t match my room”
2–3%
is all a traditional furniture site converts
1 at a time
is how many customers an in-store designer can serve
How it works
From room photo to purchase in four steps.
From your website to showroom visits and design appointments, the whole journey happens online or in your store.
- 01
[capture]
Shopper uploads a room photo or floor plan
Any phone photo works. No LiDAR, no measuring tape, just the space as it is.
- 02
[analyze]
AI reads the space
Dimensions, light, layout and style are understood in seconds by the Clavis design engine.
- 03
[render]
Photorealistic designs from your catalog
Every render features in-stock pieces from your inventory, not generic props.
- 04
[convert]
Shop the look, checkout or quote
Priced catalogs send shoppers straight to the product pages to buy. Quote-based catalogs, like Retail Partner’s, turn the design into a tailored quote request. Either way, it’s tracked back to the design.
The product
White-label. Your brand as a visual commerce engine.
Clavis isn’t another destination app. It’s your storefront, upgraded with an AI design engine and advanced analytics.
[white-label]
Your brand as a visual commerce engine
Clavis deploys inside your website and mobile app with your logo, your colors and your catalog. Customers never leave your ecosystem. They just start buying more of it.
- Web + mobile, fully branded
- Live on your e-commerce in ~4 weeks
- Your products, your prices, your margins
[assist]
A designer for every customer, 24/7
The assistant proposes complete, shoppable room designs and refines them by chat. It’s the experience of an in-store consultation, without the one-at-a-time bottleneck.
- Conversational room design
- Style, budget and timeline intake
- Automated first layouts, human-quality output
[commerce]
Every render is a storefront
Each generated design resolves to real, in-stock products with live prices. Tracked links carry shoppers from inspiration to your checkout in one tap, or into a quote request when that’s how you sell.
- Real products & live prices in every design
- Tracked shop-the-look links
- Attribution for every sale
[measure]
See what shoppers design, and what converts
Every design, product placement and shop-the-look tap is tracked. Spot the products shoppers keep designing with but never buy, and act on it.
- Design and conversion insights per product
- Attribution from design to purchase
- Catalog gaps surfaced automatically
Case study
Retail Partner’s catalog, turned into a design engine.
The shopper app proves the engine at scale. Retail Partner is that same engine deployed white-label onto a luxury custom catalog, live on their own site.
The grounding guarantee
Every concept traces back to real, orderable Retail Partner SKUs. The engine cannot invent furniture that isn’t in the catalog, which is precisely what separates it from generic AI staging.
Returned with that single concept: Reflection Bed, Cremins Nightstand, Bracken Rug, Grove Sideboard, King Mirror. Every piece priced quote-only, matching Retail Partner’s commercial model.
What shoppers see: concept, catalog pieces and quote request, all inside Retail Partner’s storefront.
What Retail Partner sees: the analytics dashboard, from AI-tool visits to quotes and pipeline.
- [ingest]
Their catalog became a knowledge base
We crawl 50+ category feeds across living, bedroom, dining, office, outdoor, custom, rugs, decor and lighting, capturing each piece with its SKU, imagery and source lineage. Everything is stored quote-only to match Retail Partner’s commercial model, and a sync service retires inactive SKUs so out-of-stock pieces never reach a design.
- [embed]
Searchable by meaning, not keywords
Every product image becomes a 1024-dimension embedding in a vector index scoped to the retailer. The customer’s brief, their room, direction, palette and notes, embeds into that same space, so retrieval matches on visual and stylistic intent rather than text tags.
- [compose]
Retrieval that furnishes a room
Plain similarity search returns six near-identical sofas. A functional taxonomy maps Retail Partner’s categories into design roles, per-room recipes fill every slot from hero seating to lighting, and a seeded diversity sampler makes each generation different yet reproducible and still on brief.
- [ground]
Generation grounded in real product
The prompt names only the retrieved catalog pieces and attaches their actual photographs as references. The model restyles the customer’s own room, preserving its architecture, perspective and proportions, then the concept resolves to a quote request that reaches Retail Partner’s team.
Results
Retailers see the difference in one quarter.
+15–25%
conversion rate uplift
−40%
fewer returns
+20%
higher average order value
4 wks
from contract to live
Based on partner deployments and industry benchmarks for AI room visualization in furniture e-commerce.
The output
One photo in. A room or space they can actually buy out.
Not a mood board. Clavis keeps the space your customer already has and furnishes it with pieces they can put in a cart.
Contemporary bedroom
Industrial kitchen
Spa-inspired bathroom
Urban balcony lounge
Modern living room
Warm pergola lounge
[ every design above was generated in the Clavis app ]
Advanced analytics
Know what shoppers design. And what converts.
Your own private dashboard tracks every design, product placement and shop-the-look tap, so inventory and merchandising decisions come from what customers actually want.
- From traffic to value: AI-tool visits, designs, quotes and estimated pipeline in one funnel
- SKU-level intelligence flags strong renders that aren’t converting
- Design trends and room-type distribution guide what to feature and stock next
[ Retail Partner’s live dashboard, powered by Clavis AI ]
Partners
The retailers building on Clavis.
+18%
conversion, month one
Result“Our conversion rate increased by 18% in the first month of implementing this tool.”
- Result
“This serves as a great extended catalog for our items not in the showroom.”
- Result
“With the Clavis AI analytics, we get insights into products being designed that are not converting.”
- Partnership
“We have over 55,000 members and this platform allows us to offer unique, a la carte offerings to them.”
- Result
“Our homeowners enjoy using this because they’re very hands-on with designing and furnishing their homes.”
Questions
What retailers ask before the demo.
Integration, branding, catalogs and attribution, answered in plain terms.
How long does it take to go live?
About four weeks from contract to live on your e-commerce site, deployed white-label inside your website and mobile app.
Does Clavis use our product catalog?
Yes. Every render features in-stock pieces from your inventory rather than generic props, and a sync service retires inactive SKUs so out-of-stock products never reach a design.
How is the experience branded?
Fully white-label: your logo, your colors, and your catalog on web and mobile. Customers never leave your ecosystem.
How are sales attributed?
Every design carries tracked shop-the-look links that take shoppers to the exact product pages, so each purchase is attributed back to the design that produced it.
How do I track performance?
Through your own private advanced analytics dashboard. It shows your best-performing products, customer preferences, what to stock on a periodic basis, return on investment and more, so you can plan future inventory and your supply chain.
What results do retail partners see?
Partners report conversion uplifts in the range of 15 to 25 percent, up to 40 percent fewer returns, and around 20 percent higher average order value. Results come from live deployments and pilots, and individual outcomes vary by catalog and traffic.
Get started
See Clavis on your catalog.
A 15-minute walkthrough with your products in the engine, not a slide deck.
- See Clavis running on your own catalog
- White-label on web and mobile
- Live on your e-commerce in ~4 weeks
- Tracked attribution for every sale
Prefer email? [email protected]
Can’t wait for a demo?
Try the shopper app today and see the design engine for yourself.
