Case-by-case: which AR investments return their cost, and which don't.
Apparel, furniture and eyewear see the clearest ROI — AR visualization directly reduces the returns that were eating margin.
For large-catalog or big-ticket goods, an AR showroom can substitute for physical floor space a brand would otherwise have to lease.
One-off AR campaign filters generate a spike of engagement and then get uninstalled — the ROI story ends where the press cycle does.
Every AR retail deployment we've seen return its investment shares one trait: it replaces a real, expensive step in the customer's decision process — a store visit, a guessed size, an uncertain fit — rather than adding a layer of spectacle on top of a decision that was already easy to make. The ROI shows up as fewer returns, higher conversion on high-consideration items, or lower physical overhead, not as engagement metrics on a campaign report.
Apparel, furniture and eyewear brands see measurable drops in return rate when customers can preview fit or scale before buying.
Brands with more SKUs than physical floor space can show can use AR to present the full range without leasing more retail square footage.
For large-format stores, AR wayfinding reduces the abandoned-cart-equivalent of in-store: the customer who gives up looking and leaves.
AR assembly and setup instructions measurably cut support tickets for furniture, electronics and DIY categories.
Campaign-only AR filters, one-off "AR experiences" tied to a single launch, and any AR feature that requires a customer to download a dedicated app for something they'll use once, consistently underperform. If the AR layer doesn't survive past the marketing calendar that funded it, the investment rarely pays itself back before the next redesign replaces it.
“The AR that pays off is boring. It solves a sizing or a returns problem. The AR that doesn't is the one built to be impressive in a demo reel.”