What UK shoppers think about delivery, returns, and AI
Nationally representative consumer data behind UK delivery expectations, AI-assisted shopping, post-purchase tracking, returns behavior, and loyalty programs in 2026.


Agentic shopping adoption
Over half of UK consumers have already used an AI agent when shopping. When agents compare brands offering the same product at the same price, they choose the one with clearer and more reliable delivery data.
59
39%
of UK shoppers cite inaccurate delivery promise as their top post-purchase frustration, followed by late deliveries.
Top post-purchase customer frustrations
When shoppers describe their biggest post-purchase frustration, delivery accuracy and transparency dominate, as 55% cite inaccurate delivery times, the single most common complaint.
Consumer attitudes to branded tracking
61% of shoppers prefer to track delivery through a retailer's own website or app rather than being redirected to a carrier. The same proportion say that when a retailer keeps them on its own site for updates, it feels like added value.
61%
prefer tracking through a retailer's own site or app
52%
say carrier redirects create a disconnected experience
Post-purchase experience as a loyalty mechanism
The data suggests accurate delivery matters more than fast delivery. When retailers own post-purchase communication instead of handing it off to carriers, they build trust and grow repeat purchase rates.
75%
trust brands with delivery estimates backed by real-time data
74%
are more forgiving of shipping delays if kept informed
Paid returns and return windows
66% of UK shoppers agree returns are simply a normal part of e-commerce. 27% think it's fair to charge frequent returners higher fees, and 24% want free returns as part of loyalty programs, and 22% want returns fees personalized by return behavior.
32%
accept that retailers need to charge for returns
6
average return window across all retail categories
Return reasons and return behavior
54% return items that looked different online than expected, a product information issue. 48% use bracketing to find the right fit. 54% keep unwanted items because the returns process feels too stressful, a returns infrastructure issue.
54%
product looked different online vs. in real life
48%
bracketing, i.e., ordering multiple sizes
39%
of UK shoppers joined a loyalty program purely for delivery benefits
Delivery as a loyalty benefit
Free delivery tied to loyalty programs is a non-trivial conversion leverage. 11% of UK shoppers have joined a membership program purely for delivery benefits.


