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Data benchmarks from 250+ retailers, 180+ markets, and millions of delivery checkout orders. Order performance, delivery preferences, and peak season delivery promise. Market insights from the UK, Denmark, Norway, and the Netherlands.

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.

Delivery intelligence platform trusted by 250+ retailers
Delivery & Conversion

Delivery as a decision factor

Consumers have internalized delivery as part of the product value proposition. Delivery options and costs influence intent before purchase, shape loyalty after purchase, and determine whether consumers return to a retailer at all.

100%
80%
60%
40%
20%
0%
82%
69%
65%
Reconsider purchase due to unexpected delivery costs
Rank delivery cost in their top five purchase factors
Say loyalty can be won or lost on the delivery experience
Reconsider purchase due to unexpected delivery costs
Rank delivery cost in their top five purchase factors
Say loyalty can be won or lost on the delivery experience
Delivery & Conversion

Delivery offer as a differentiator

Delivery has become the most consequential part of the online shopping experience in the UK, including the promise of when, how, and at what cost an order will arrive.

100%
80%
60%
40%
20%
0%
37%
28%
20%
13%
10%
Have abandoned a cart and bought elsewhere
Re-ordered same product from a different retailer
Switched to a marketplace (e.g. Amazon)
Paid more for the same product but better delivery
Chose a retailer for real-time tracking
Agentic Commerce

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

Agentic Commerce

Agentic shopping by generation

Adoption is heavily generational: 77% of Gen Z and 75% of Millennials have used AI when shopping, compared with 55% of Gen X and 29% of Baby Boomers. High-income shoppers (£75k+) are also disproportionately engaged, at 77%.

100%
80%
60%
40%
20%
0%
77%
75%
55%
29%
Gen Z (18–26)
Millennials (27–42)
Gen X (43–58)
Baby Boomers (59–77)
Gen Z (18–26)
Millennials (27–42)
Gen X (43–58)
Baby Boomers (59–77)
Agentic Commerce

What shoppers want from agentic commerce

Delivery information quality surfaces as a direct conversion factor. 34-45% of AI-recommended purchase decisions are influenced by delivery cost or delivery convenience.

100%
80%
60%
40%
20%
0%
66%
64%
63%
62%
61%
56%
53%
Flexible delivery options
Real-time, dynamic delivery options
Personalized delivery based on purchase history
Both delivery times and delivery options
Clear return policy
Would switch product if AI can't show delivery info
Would abandon shopping entirely if AI can’t show delivery info

39%

of UK shoppers cite inaccurate delivery promise as their top post-purchase frustration, followed by late deliveries.

Tracking & Trust

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.

Tracking & Trust

Top post-purchase customer frustrations

Another 49% are frustrated by wide delivery windows, 37% don't want to stay home waiting for a parcel, and 35% are annoyed by checking tracking repeatedly because updates are few and far between.

100%
80%
60%
40%
20%
0%
55%
49%
37%
35%
28%
Inaccurate delivery times
Unhelpfully wide delivery windows
Having to stay at home for delivery
Checking tracking multiple times due to infrequent updates
Carrier ignoring delivery instructions
Tracking & Trust

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

Tracking & Trust

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

Returns Friction

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

Returns Friction

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

Loyalty & Pricing

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.

Loyalty & Pricing

What shoppers want from delivery

When asked which delivery improvements would most help them, shoppers chose simplicity over sophistication.

100%
80%
60%
40%
20%
0%
54%
30%
30%
25%
23%
Free delivery as a loyalty perk
Personalized delivery fees
Discounts for bundled deliveries
Dynamic fees based on real-time carrier data
AI-recommended cheapest option