TL;DR:
- Virtual try-on reduces return rates 20–35% in retailer-published data; furniture AR visualisation (IKEA, Wayfair) shows similar lift
- The conversion and return rate data is directionally consistent but comes primarily from retailer case studies — apply it conservatively to your own planning
- Implementation options for smaller retailers have improved significantly; Shopify AR, 8th Wall WebAR, and Snap AR require no custom app and work from product pages or social media
AR in retail has moved well past the pilot phase. IKEA Place has 40 million downloads, Warby Parker and Sephora have made virtual try-on a core part of their customer experience, and Shopify’s AR features are available to any merchant on the platform. Here’s what the evidence actually says about where AR moves retail metrics — and what implementation looks like for UK businesses in 2026.
Virtual Try-On: The Strongest Retail AR Use Case
Virtual try-on — using the phone camera to preview a product on your face, body, or in your space before buying — is where retail AR ROI is most consistently documented.
Eyewear is the category benchmark. Warby Parker hasn’t published specific conversion numbers publicly, but third-party studies of similar implementations show 25–35% higher conversion on product pages with virtual try-on enabled. More meaningful than conversion: return rates for virtual try-on purchases are 20–25% lower. Customers who’ve already “seen” the product on their face are more confident buying blind.
Beauty and cosmetics is another strong category. Sephora’s Virtual Artist app uses facial AR to preview makeup products, and they’ve published a ~200% increase in conversions on products with virtual try-on versus those without — a large lift, though the baseline was low on many SKUs. L’Oréal’s ModiFace (acquired in 2018) powers virtual try-on for dozens of beauty brands, and it’s the technology behind many UK retailer implementations too.
Furniture and home goods is where UK shoppers have seen the most of this. IKEA Place (iOS ARKit, Android ARCore) lets you place true-to-scale furniture in your actual room. Published data from IKEA and Wayfair suggests cart abandonment decreases 10–15% when users interact with the AR visualisation — the effect is strongest for large furniture items where scale and fit are the main purchase anxiety.
Fashion and footwear are more nascent. Nike’s virtual shoe try-on and Snapchat’s AR try-on lenses for brands like Gucci are capable, but consumer behaviour around clothing try-on AR lags other categories. People are more sceptical of virtual try-on for fit than for appearance.
In-Store AR Navigation
Indoor navigation is a less-discussed retail AR use case but one with real operational upside for large-format stores.
Customer wayfinding to specific products matters enormously in home improvement, grocery, and department store contexts. Associate product location assistance, and location-triggered promotional content (a virtual discount appearing as you walk past a product), are the main retail applications. Retailer Home Depot has deployed indoor navigation in selected US stores using a combination of WiFi positioning and AR overlays. Closer to home, several large UK supermarkets are running trials.
Most in-store AR navigation runs on a combination of Bluetooth beacons for coarse positioning and visual positioning (scanning the environment) for fine-grained AR alignment. The ROI is primarily time-to-find and associate productivity — harder to measure than conversion rate impact, which is why adoption has been slower. But for stores over 50,000 sq ft, the case is increasingly being made.
Conversion Rate and Return Rate Data Summary
| Use Case | Conversion Impact | Return Rate Impact | Source Quality |
|---|---|---|---|
| Eyewear virtual try-on | +25–35% | -20–25% | Multiple retailer studies |
| Beauty virtual try-on | +50–200% | -15–20% | Retailer case studies |
| Furniture AR visualisation | +10–15% cart retention | -20–35% returns | IKEA, Wayfair published |
| Generic product 3D view | +5–10% | -10–15% | Shopify platform data |
Worth noting: most of this data is retailer-published — survivorship bias applies. Failed implementations don’t feature in the case study library.
Implementation Options for Smaller UK Retailers
The barrier to AR implementation has dropped considerably. Smaller retailers now have several realistic paths that don’t require building a native app.
Shopify AR supports 3D model uploads (.glb/.usdz files) natively. Add a 3D model to any product and customers get an AR view button on iOS and Android — no development required. The constraint is you need high-quality 3D models for each product. Photogrammetry services typically charge £40–£250 per SKU for consumer-quality models.
8th Wall WebAR runs entirely in the mobile browser — no app install. It’s the go-to platform for branded AR campaigns (product launches, promotions) and increasingly for e-commerce try-on. Pricing starts at around $500/month for the developer tier. Snap Lens Studio can publish similar experiences to Snapchat, with zero distribution cost on the platform.
Snap AR and Instagram AR are worth considering for beauty and fashion specifically. Building a Snapchat Lens or Instagram AR filter gives access to native social distribution. These are advertising-adjacent experiences — they build brand awareness more than directly driving purchases, but the cost is low and reach is high.
ModiFace or Perfect Corp (for beauty) are white-label virtual try-on platforms specifically for cosmetics and skincare. ModiFace (L’Oréal) powers many major brand implementations. Perfect Corp’s YouCam is the other main player. Both offer SDK and SaaS options — monthly fees of roughly £400–£4,000 depending on volume.
What UK Retailers Should Prioritise
If you’re evaluating AR for a small or mid-size retail operation, here’s a fair approach:
Start with 3D product visualisation on your highest-return-rate, highest average order value products. If you sell furniture, rugs, or home décor, Shopify AR with quality 3D models is a low-risk starting point. For beauty or eyewear, evaluate ModiFace or Perfect Corp before going custom — the category-specific platforms have better model quality and faster time to market.
And measure return rates, not just conversion rate. Return rate reduction has a direct P&L impact that’s easier to measure and attribute than conversion lift, which is notoriously difficult to isolate.
The Bottom Line
AR retail ROI is real for virtual try-on and product visualisation in the right categories — eyewear, beauty, furniture, and home goods see the most consistent lift. The implementation barrier for smaller UK retailers is now low enough that a pilot on 20–50 high-value SKUs is a reasonable starting point. Measure return rates as your primary success metric — they’re more reliable and more directly attributable than conversion rate changes.