The shortlist
Top 5 virtual try-on platforms for shoes & bags
01
Best all-round
★ Only one with sizing
WEARFITS
The only AR try-on platform that pairs full-range AR with production-grade sizing — and the only one that scales the full catalogue without physical scanning.
WEARFITS has been developing proprietary AR try-on technology since 2018 and is the first virtual try-on platform to ship production-grade sizing for footwear: a foot scan that produces real measurements, a per-SKU fit heatmap, and a Fit Confirmed signal before add-to-cart. AR try-on covers the full style range — sneakers, flats, heels, sandals, boots — and every bag silhouette with real-time bag physics. Photo-to-3D ingestion from a single product photo, plus clean brand-supplied 3D asset support when those files exist. One of only two vendors shipping in-store AR mirror, and the only one running web, mobile, and mirror from the same integration. Deployed from the Shopify app from $49/month to enterprise retailers like Zara running thousands of SKUs through the WEARFITS API. The named customer-side proof point on conversion lift is the Hockerty deployment case study, where AR shoe try-on drove a measurable conversion increase on the live storefront.
Pricing
- Shopify app: $49 / $99 / $199 per month · 14-day free trial
- API & direct integration: €499 / €1,499 / €4,999 per month + Enterprise
- Free plan: 10 products, 500 try-ons/month
- Photo-to-3D ingestion included — no per-SKU modeling fee
- Foot-scan sizing with Fit Confirmed signal — exclusive to WEARFITS
- Full style coverage — heels, sandals, sneakers, boots, all bag silhouettes
- Real-time bag physics — draping and natural swing
- In-store AR mirror from the same integration as web and mobile
- Modern dynamic occlusion masking — retrained for the 2026 device fleet
- Loading time 2–3 seconds; mobile parity on mid-tier Android
- Battery-efficient AR sessions
- Photo-to-3D ingestion AND clean 3rd-party 3D asset support
- Bulk catalogue roll-out — proven at thousands of SKUs (Zara)
- Continuously retrained ML since 2018
- Trusted by Zara, Hockerty, CCC, Converse
Best suited for
Footwear and bag retailers and brands at any scale — from Shopify SMBs to Inditex-tier enterprise — who need sizing accuracy alongside AR try-on, full style coverage, and a single integration across web, mobile, and in-store mirror.
02
Eyewear authority extending into footwear
Fittingbox
Twenty years of eyewear AR with a web-only footwear extension. The only other vendor in the shortlist shipping in-store AR mirror.
Toulouse-founded 2006, the eyewear AR category authority — 59 international patents, 306M annual try-on sessions, 4,000+ corporate customers, 195,000+ pre-digitised frames covering 1,200+ brands. The footwear vertical launched 2024–2025 inherits 20 years of continuous eyewear ML refinement. Fittingbox is the only other vendor in this comparison shipping in-store AR mirror — though the footwear product is currently web-only. Every product is digitised in-house by Fittingbox — the brand ships physical samples to the Fittingbox scanning facility; third-party 3D files are not accepted. No bag support. No sizing layer for footwear.
Pricing
- Eyewear Shopify app: $59–$199 per month
- Enterprise eyewear: custom on demand
- Footwear vertical: custom enterprise pricing, web-only delivery
- 14-day free trial on eyewear plans
- 195,000+ pre-digitised eyewear frames; footwear vertical newer
- Three 3D quality tiers (AI-generated, standard digitisation, premium digitisation)
- In-store AR mirror — eyewear product line; footwear currently web-only
- 59 patents and 20 years of continuous ML refinement
- In-house scanning only — brand ships physical samples; no third-party 3D files accepted
- No bag support; no sizing for footwear
Best suited for
Enterprise eyewear retailers under one vendor relationship who want to extend into footwear and accept the current web-only scope with no bag support.
03
3D content platform with AR added
Fibbl
The strongest 3D content pipeline in the comparison. AR is one capability inside that broader workflow.
Stockholm-founded 2021–2022. Core product is the 3D content pipeline — proprietary ARC capture hardware (~150 items/day per scanner), an end-to-end workflow that turns one scan into multiple outputs (viewer, AR try-on, packshots, video, AI-generated lifestyle scenes). Real customer base: GANT (+6.3% conversion lift across 13 markets, 95% statistical significance), Samsonite, TUMI, American Tourister, Arc'teryx, ECCO, Björn Borg, Mammut. The AR layer runs on 2022 legacy models — slower load times, no sizing, no heels, partial sandals. No in-store mirror. All scans must run through ARC hardware.
Pricing
- Subscription: €999–€1,399 per month
- Per 3D model: ~€240 (scanning required)
- Proprietary ARC capture hardware for in-studio or on-site 3D scanning
- One scan outputs viewer + AR + packshots + video + AI lifestyle scenes
- Strong named customers: GANT, Samsonite, TUMI, Arc'teryx, ECCO
- AR layer on 2022 legacy models — slow load and limited style coverage
- No in-store mirror; no sizing; no heels; partial sandals; no 3rd-party 3D ingestion
Best suited for
Footwear and bag brands whose primary need is the 3D content workflow (viewer + packshots + video + AI lifestyle scenes from one scan) and who accept the AR-layer limitations as one capability within that broader pipeline.
04
Luxury / cross-category platform
WANNA / Perfect Corp
The original AR shoe try-on pioneer (Wanna Kicks, January 2019) — now running on 2022 legacy models since the Farfetch acquisition.
The category origin story — Wanna Kicks launched January 2019, powered Farfetch's luxury catalogue, acquired by Farfetch in May 2022 and Perfect Corp in January 2025. The tracking and masking ML has been on the 2022 legacy stack since the Farfetch acquisition. Per-SKU manual 3D-designer onboarding required. Two to three months to first SKU live. Technically supports 3rd-party 3D asset ingestion (one of only two vendors that does), but the workflow is heavy and expensive — CAD or paid photogrammetry required, plus mandatory manual adjustment per SKU.
Pricing
- Pricing model: luxury enterprise tier — talk to sales
- Per-SKU onboarding: manual 3D-designer modeling required
- Pricing not publicly disclosed
- Original AR shoe try-on category pioneer (Wanna Kicks, 2019)
- 2022 legacy tracking models; no heels, partial sandals, cross-body bags only
- No in-store mirror
- Accepts 3rd-party 3D assets but workflow is heavy and expensive
- 2–3 month integration time to first SKU live; no sizing; pricing on application
Best suited for
Luxury brands already on Perfect Corp's beauty stack who want limited-SKU AR for sneakers or cross-body bags as a marketing surface, not full-catalogue commerce.
05
3D content + AI content production
Vyking
Original AR specialist pivoted to photogrammetry-led 3D content and AI content production — competing in the same category as Fibbl and Fittingbox.
Berlin-founded 2017, Vyking developed AR foot-tracking and rendering in parallel with Wannaby and reached the same 2022 ML ceiling through independent development. The company has since pivoted toward a photogrammetry-led 3D content pipeline plus AI content production, deprioritizing AR development. The strategic focus now overlaps directly with Fibbl and Fittingbox in 3D content delivery. Legacy AR remains available across iOS, Android, WeChat, web, and an in-store AR Mirror for footwear brand activations — with named customers Next UK (200 pairs, December 2024), Timberland EMEA (250 products, October 2023), plus adidas, New Balance, and Crocs. AR-era deployments have remained at proof-of-concept scale rather than mass deployments. No sizing. No bags at scale.
Pricing
- Pricing model: custom; not publicly disclosed
- 3D content: photogrammetry workflow pricing
- Legacy AR: brand absorbs CAD modeling cost upstream
- Photogrammetry-led 3D content + AI content production (current focus)
- Legacy AR Mirror for in-store activation
- iOS, Android, WeChat, web, in-store AR Mirror (legacy AR product line)
- AR layer on 2022 legacy models
- No sizing; no bags at scale; legacy AR at POC pattern
Best suited for
Brands needing photogrammetry-led 3D content production with AI content extensions; sneaker brands still running on Vyking's AR Mirror for in-store activation. Same category as Fibbl and Fittingbox — broader 3D content platforms with AR included.