$1,200+
Furniture AOV floor. Below $700 the economics cannot support white-glove delivery.
A sofa, seating, case goods, and decor ecommerce practice that treats AR room placement, LTL routing, financing, and white-glove delivery as one connected system. Shopify Plus builds, returns-to-re-home flows, configurator UX.
Furniture has the largest gap between product margin and landed margin of any DTC category. Freight, returns, and chargebacks eat the difference. These five signals tell you whether the operation earns it. Measured in Shopify, Klaviyo, and your freight TMS.
Furniture AOV floor. Below $700 the economics cannot support white-glove delivery.
Share of SKUs with AR model enabled. Missing AR on sofas drives returns and chargebacks.
Share of orders using Affirm or Klarna. Below 15% means financing is buried in checkout.
Overall return rate. Above 15% signals AR gap or PDP expectation mismatch.
Chargeback rate. Above 1% means delivery comms or white-glove workflow is broken.
Scale uncertainty is the single biggest conversion killer in furniture. AR room placement solves it. Return rate drops 30-45%; conversion rises 22-34%.
Buyers choose size from logic and fabric from emotion. Order the configurator to match: size, then finish, then fabric. Completion rates 45-65 percent when the sequence is right.
Sectional arrangement, width, depth. Logic-driven. Narrows the next steps.
Leg colour, frame finish, metal or wood. Structural aesthetic choices.
Swatch samples mailed free. Live preview. The emotional decision, last.
Surfacing monthly payment on the PDP, not just checkout, lifts conversion 28-42 percent. Financing removes the single biggest objection on a $2K item.
"$2,400 or $80/mo with Affirm" inline below the price. Signals qualifying buyers before the cart commits.
Soft credit check inline in cart. Approval in 60 seconds. No redirect away from checkout.
Full signing and payment schedule commit. Shopify Payments native handoff.
Shopify Flow toggles promotional rate during peak seasons. Costs the brand 2-4% of order value; converts 15-25% more buyers.
Buyers pay for white-glove when the communication is honest up front. Four-hour window, room-of-choice placement, assembly included, debris removed. 6-14 percent of item value. They say yes when they know what they are getting.
Curbside drop. Buyer brings it in. 4-6% of item value. XPO, Estes, Saia.
Through the door, into first room. 7-9% of item value. No assembly.
Room of choice, assembly, debris removal. 10-14% of item value. Metropolitan, Select, AIT.
Specific to oversized sectionals. Pre-measured stairwells, door sizes captured at cart. No dispute on delivery day.
A $600 reverse-freight charge on a refund destroys the transaction. Re-home returns to local liquidation partners, consignment, or charity pickups. Net cost 60-80 percent less than reverse freight.
Regional liquidator picks up within 48 hours. Net recovery 35-55% of wholesale value.
Kaiyo, AptDeco, Chairish. Buyer pickup handled by platform. Residual revenue recovered at resale.
Vietnam Vets, Salvation Army, Habitat for Humanity ReStore. Tax receipt. Brand positioning win.
A 6-8 week production window needs 6-8 touchpoints. Anxiety about a $2K purchase drives chargebacks; proactive updates keep them near zero.
Timeline, next step, production start date.
Fabric confirmed, frame cut.
Photo of your piece. QC passed.
Tracking, carrier, ETA.
Pick your window. Room of choice.
Confirm address, access, stairs.
Photo, signature, satisfaction check.
Okendo request with photo upload.
Shopify AR on every SKU above size threshold. Return rate drops 30-45%.
Size, finish, fabric. Live preview. 4-8 week production honest up front.
Affirm/Klarna at PDP and cart. 28-42% conversion lift.
Tier by item. Scheduled delivery. Room-of-choice. Assembly priced honestly.
Local liquidation, consignment, charity. 60-80% cost reduction vs reverse freight.
6-8 touchpoints across 6-8 week production. Anxiety to excitement. Chargebacks near zero.
Stack: Shopify Plus, Klaviyo, Shopify AR, Okendo, Gorgias, Affirm, Klarna.
Litmus test, AR readiness, freight review, financing check, 90-day roadmap.
AR, configurator, financing, LTL + white-glove routing, returns-to-re-home, post-purchase comms.
Fabric, finish, size UX. Live preview. Draft order handoff.
Dedicated pod: Shopify, AR ops, freight broker management, CRO.
Shopify store, Klaviyo, AR models, freight broker contracts, configurator code, every creative asset. Day one and on exit. 30-day pause clause, no exit fee.
A furniture ecommerce agency builds and runs the operating stack for a furniture, seating, case goods, or decor brand selling direct to consumer. That means Shopify or Shopify Plus storefront engineering, AR room-placement via Shopify AR or model-viewer, LTL and white-glove shipping logic with freight broker integration, Affirm or Klarna financing integration at the cart, configurator UX for fabric and finish selection, 6-8 week production-window post-purchase communications, returns-to-re-home flows that route returns to local liquidation rather than reverse freight, and Klaviyo retention tuned to the long consideration window furniture requires.
Our six-layer operating model for DTC furniture brands. AR and visualization first because scale uncertainty is the biggest killer. Configurator second for fabric and finish selection. Financing third because high-AOV buyers convert 28-42 percent better with Affirm or Klarna surfaced early. LTL and white-glove routing fourth. Returns-to-re-home fifth because reverse freight on a sofa eats the entire margin. Post-purchase comms sixth because a 6-8 week production window demands 6-8 touchpoints. Bottom-up because every layer below supports the next.
Pricing is scoped to engagement shape. Furniture brand audit: 2 weeks. White-Glove Method build on Shopify Plus: 12-16 weeks. Configurator engagement: 6-8 weeks. Full furniture partnership: 12 months with a dedicated pod. Book a 30-minute call and we send a scoped quote within 48 hours. Scope moves price, not the conversation.
Three layers. First, per-SKU shipping class stored as a metafield: parcel, LTL, white-glove, or threshold for white-glove. Second, freight broker integration with uShip, XPO, Estes, or Saia for LTL, and Metropolitan, Select, or AIT for white-glove; the cart reads the class and quotes the rate in real time. Third, scheduled delivery windows with a two-hour tolerance, room-of-choice placement, assembly and debris removal as priced line items. The full service runs 6-14 percent of item value and buyers pay for it when the communication is honest up front.
Yes. Financing on furniture is not optional at $1,500+ AOV. We integrate Affirm, Klarna, or Afterpay on the PDP (showing monthly payment inline) and at the cart. Target placement is both locations because PDP surfaces the qualifying threshold and cart closes the sale. Conversion rises 28-42 percent when financing is surfaced on the PDP versus only at checkout. We handle the 0% APR promotional offer logic via Shopify Flow if the brand wants it bookable by seasonal campaign.
Shopify AR via model-viewer uses USDZ for iOS and GLB for Android and web. We commission 3D scans or engineered renders for your SKU catalog, optimise them under 5MB per model, and embed a one-tap in-room placement button on the PDP. Return rate on sofas and large seating drops 30-45 percent with AR enabled; conversion rises 22-34 percent on SKUs with AR versus the same SKU without. The upfront 3D asset cost pays back inside four months for most furniture brands.
Yes. Configurators are the highest-AOV conversion tool in furniture. Our configurator handles fabric swatches with live preview, finish selection, size variants, and modular sectional arrangements. The output renders as a Shopify draft order with the full configuration saved in line-item properties, sends a confirmation email with the preview image, and routes to a 4-8 week production queue with progress updates. Configurator completion rates run 45-65 percent when the UX surfaces options in the right order (size first, fabric last because buyers choose fabric from emotion).
Reverse freight on a sofa runs $400-900 and destroys the margin on a refund. Our returns-to-re-home flow routes furniture returns to a local liquidation partner, a consignment platform like Kaiyo or AptDeco, or a regional charity with pickup service. The buyer ships nothing back; we confirm the liquidation receipt, refund, and write off the residual. Net cost to the brand is typically 60-80 percent less than reverse freight. This flow turns return policy from an operational liability into a genuine competitive advantage.
30-minute call. Scoped quote within 48 hours.