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Nearly half of AI-led US shoppers sent a buy back, survey says

Blue Yonder finds wrong descriptions, more than wrong sizes, drive returns of AI-recommended items, which its chief executive blames on product data written for a search bar.

By Alexandre S. , 05:30 UTC

Among the roughly one in four US consumers who have bought something on an AI assistant’s advice, 46 per cent sent such a purchase back in the past year. The figures come from a Blue Yonder survey of more than 5,000 people in five countries, 2,000 of them American, reported by DC Velocity and, on 3 November 2026, by Retail Dive. The firm sells supply chain software, so returns are its market.

Retro-futurist illustration: a striped sunset over a grid horizon under a starry sky, with a shopping cart standing on the horizon.
Drawn by adtestbench from “AI recommendations are leading to returns”,

The reason for sending things back is what stands out. Fit is the usual reason across all US returns, at 42 per cent, with description at 20. On AI picks it turns round: 36 per cent differed from their description and 23 per cent were the wrong size or fit.

Blue Yonder’s chief executive, Duncan Angove, puts the blame on retailers’ product data, most of which he says was “written for a search bar”. The survey measures shoppers who have returned at least one item, so it gives no return rate per AI recommendation.

Fixing that text is writing work, and it has a known price. Copy.ai’s Chat plan was $29 a month, or $24 on yearly billing, and Jasper Pro was $69, or $59, at our 3 November check (our price sheet).

Items that differ from their description make up 36 per cent of these returns against 20 per cent of returns overall, so a retailer counting on AI-led sales should check its product text before its sizing data.