uk-retail

LLMs are genuinely changing how recommendation engines work. UK shoppers are using AI tools in growing numbers. Most of them can't name a single experience that impressed them. That gap is the story.

After years of underwhelming chatbot experiences, AI-powered conversational commerce is finally delivering on its promise. Here's what's changed, and what the numbers actually say.

Amazon, Meta, Microsoft, Salesforce, and Stripe joined the Universal Commerce Protocol Tech Council on 24 April 2026. The agentic commerce infrastructure layer is no longer a conversation. It is a governance body.

Tilt launched Snap in April 2026, an AI feature that creates product listings from live video in under a second. Early testing shows a 47% uplift in sell-through rate. The mechanism is less glamorous than it sounds, and more interesting than the headline suggests.

AI-powered loyalty programmes in 2026 can predict churn 60 days out, personalise incentives at the individual level, and adjust offers in real-time based on behavioural signals. Marks & Spencer, Tesco and Boots are already doing versions of this. The results are meaningful. The questions about data and consent are overdue.

eMarketer flagged in early 2026 that retailer pushback could cloud the year's AI progress. The pushback is real, but the reasons behind it are more specific than AI fatigue. Three structural concerns, from retailers who understand the technology well enough to see the problem.

Adobe's March 2026 data shows AI-referred traffic converting 42% better than non-AI channels. That's a record, and a number that needs careful interpretation: selection effects, early adopter behaviour, and the specific nature of AI-mediated discovery all shape what it means for your planning.

TikTok Shop's 2025 full-year US GMV came in at $15.82 billion — up 108% year-on-year. The global figure was $64.3 billion. The AI recommendation engine driving that growth isn't a feature; it's the entire product. Brands that still haven't engaged with social commerce are running out of comfortable reasons not to.

Smart carts, autonomous checkout, computer vision for shelf intelligence, inventory robots. All have had conference moments. In early 2026, some are scaling. Some are quietly struggling to find their use case outside the pilot environment. The UK high street has a specific lens on this.

Digital Commerce 360 described early 2026 as a 'structural reckoning' for ecommerce. AI-powered shopping, agentic purchasing, tariff disruption, and zero-click search hitting simultaneously. The cumulative effect isn't incremental — it's a different operating environment. Here's how I'm thinking about it.

I spent an evening at The Lookout in Bishopsgate listening to Vercel's CPO, ElevenLabs, M&S, and Virgin Media O2 talk about building for the agent era. The view from the 50th floor was spectacular. The ideas were harder to shake.

Accio Work, launched by Alibaba International on 23 March 2026, is an enterprise AI agent platform built specifically for SMEs. No-code, multi-agent, and claiming to build an online store in 30 minutes. The adoption rate is real. What it actually means for smaller UK businesses is a more interesting question.

True one-to-one personalisation (not segments, not 'customers like you') is in production at scale in early 2026. The infrastructure is real. The results are real. So are the questions about data, consent, and where helpful ends and uncomfortable begins.

Jeremy Howard proposed LLMs.txt in September 2024 as a way for websites to communicate with AI crawlers. By October 2025, 844,000 sites had implemented it. The major AI crawlers are still largely ignoring it. So where does that leave us?

AI-powered fraud in early 2026 isn't the high-volume, low-effort credential stuffing of five years ago. It's fewer attacks, smarter attacks, and attacks that are genuinely harder to distinguish from legitimate behaviour. The industry isn't losing — but it's not comfortable either.

Google AI Overviews now appear on 48% of searches, with an average zero-click rate of 83% when they do. Between 58% and 68% of all Google searches now end without a click. The organic traffic model that UK retailers have relied on for fifteen years is structurally broken. Here's how to think about that.

Only 39% of Americans trust AI agents to make everyday purchases on their behalf. That sounds like a problem for agentic commerce. Look more closely and it's more interesting than that: trust is real, category-dependent, and building along a predictable path.

AI-generated product content is now standard for large catalogues. The tooling works. The quality variance is the problem nobody planned for, and on a 50,000-SKU catalogue, even a 1% error rate is 500 wrong product descriptions.

When the tariff announcements landed in early 2026, retailers who'd invested in AI-powered supply chain tools had a different experience than those who hadn't. The gap wasn't in the headlines. It was in the operational response time.

Adobe's Q1 2026 data shows AI-referred traffic to US retail sites grew 393% year-on-year. A separate Adobe finding: product pages across the retail sector score an average 66% on machine readability. The traffic is arriving. The infrastructure to capture it is not.

At NRF 2025, Salesforce used the show to trumpet its agentic retail tools. At NRF 2026, Google's CEO unveiled the Universal Commerce Protocol on the main stage. The difference was the mood in the room: less launch-day excitement, more cross-examination of work in progress.

Adobe Analytics recorded $257.8 billion in US online spending across the full 2025 holiday season. UK shoppers spent a record £26.9 billion. AI-referred traffic converted 54% better on Thanksgiving. Those are the headline numbers. The less-headline numbers are, as usual, the more interesting ones.

The infrastructure for agentic commerce arrived in 2025. Payment rails, checkout integrations, holiday-season data — all of it landed at once. The harder question is why consumer behaviour hasn't caught up yet.

Salesforce says AI influenced $67 billion in Cyber Week sales. Adobe tracked a 693% surge in AI traffic to retail sites. The numbers are real. What they mean takes a little more work.

On 14 October 2025, Walmart announced a partnership with OpenAI, giving US customers the ability to shop through ChatGPT. The headlines covered the integration. Five months later, the integration was gone. The real story had only just begun.

The Leaders Connected relaunch brought together Anna Barsby from Tessiant and Kevin Evans from Rosslyn for an evening of candid fireside conversation about data, AI, and organisational reality in the North of England. Organised by Jody Marks and Grant Spencer, it was the kind of event the Northern tech community does quietly well.

Manchester Tech Festival 2025 ran from 23 September to 2 October. The core conference was at Victoria Baths on the 24th and 25th. The dedicated AI conference followed on 1 October at DiSH MCR. A year on from the 2024 festival, the AI conversation has moved significantly. Not everywhere in the same direction.

On 29 September 2025, OpenAI launched Instant Checkout, the ability to buy products directly through ChatGPT, powered by Stripe and starting with Etsy and Shopify merchants. Etsy's stock jumped 16%. The interesting questions start after the headlines.

Klarna floated on the NYSE in September 2025, raising $1.37 billion and opening 30% above its offer price. The IPO narrative was built substantially around AI as a commercial multiplier. Public markets believed enough of it. The implications for UK commerce and fintech extend well beyond Klarna's own balance sheet.

TikTok Shop now accounts for nearly 20% of US social commerce. Among under-35s in the UK, 89% say they'd consider buying through it. The algorithm is doing most of the selling work. That's worth understanding.

Enterprise retailers are pulling ahead on AI. Mid-market and smaller operators are struggling with the gap between the promise and what they can actually build with. UK research puts a specific number on it: 77% admit their AI initiatives are falling short.

In May 2025, Klarna's CEO admitted they'd pushed AI-driven job cuts too far and began rehiring human agents. The story got covered as a cautionary tale. It's more useful than that — and more instructive about what actually went wrong.

Between AI Mode, agentic checkout, virtual try-on expansion, and Project Mariner, Google confirmed more commerce-relevant technology at I/O 2025 than at any developer conference in recent memory. Most coverage led with the chatbot.

Through 2025, every major incumbent in global payments shipped a version of the same infrastructure: tokenised rails for AI agents to complete purchases autonomously. The convergence is less a market signal than a regulatory gap being filled by private hands.

Easter 2025 was the first major UK retail season where AI-powered demand forecasting, personalised promotional timing, and AI-assisted customer service all operated at meaningful scale simultaneously. The results weren't transformative — but they were instructive.

RTS 2025 moved to ExCeL London and brought something new with it: not more AI, but better AI. More deployment stories, fewer demos, and a sharper, more honest conversation about where the value actually sits.

The EU's AI regulation is coming into force in phases. The UK hasn't followed suit — but UK retailers with EU exposure or AI vendor contracts are more implicated than the 'not our problem' reading suggests.

Pay360 2025 at ExCeL London landed one month before Mastercard's Agent Pay announcement. The payments industry already knew where it was heading. The mood was focused rather than euphoric, which felt about right.

The word 'agentic' is now applied to almost everything with a language model in it. Here's a working definition based on how the technology actually functions, and a clearer view of what's in production versus what's still mostly demos.

Schema.org Product markup and JSON-LD have been around for over a decade. In 2025, they became the infrastructure that determines whether AI systems can accurately understand and recommend your products. The SEO conversation became a GEO conversation. The stakes got real.

Salesforce, Google Cloud, and half the industry arrived at the Javits Center in January 2025 with the same word: agents. Reading through what each company actually announced, the vocabulary shift is real — but the gap between pitch and production remains considerable.

A year ago the question was whether to run pilots. Now it's what to put into production. That shift sounds small. It isn't.

UK online spend on Black Friday 2024 hit £1.12 billion — a 7.2% year-on-year increase and the strongest Black Friday since 2021. The AI traffic story was early but present. The mobile payment story was significant. And BNPL hit £117 million in a single day.

Two 2024 incidents exposed the real fault line in algorithmic pricing. It's not whether prices change — it's whether consumers know they might, and whether they're already committed when they do.

Manchester Tech Festival ran from 28 October to 8 November 2024, with the main conference at Victoria Baths and a dedicated AI Conference on 31 October at Friends Meeting House. If you want to know how the Northern tech community is genuinely engaging with AI, rather than performing enthusiasm at it, it was worth attending.

In September 2024, Answer.AI's Jeremy Howard proposed llms.txt — a standard for structuring web content so AI systems can read it more effectively. The technical case is interesting. Whether it matters for ecommerce is a more honest question.

Online fashion returns are a structural problem, not a temporary one. AI is starting to address it at multiple stages. Most of the industry conversation is focused on the wrong stage.

eCommerce Expo 2024 at ExCeL London was dominated by AI but defined by something rarer. A room full of UK retailers willing to say, publicly, that they didn't know what to do with it yet. That candour was the most useful thing about it.

Retail media networks have quietly become one of the fastest-growing advertising markets in the world. Now AI is changing how campaigns get built, targeted, and measured — and not always in ways advertisers should be comfortable with.

The term GEO (Generative Engine Optimisation) is starting to circulate. Ignore the jargon, but pay attention to the underlying shift: AI-powered search is changing what good product content looks like.

UK fintech investment hit £5.7bn in H1 2024, nearly three times the same period in 2023. Revolut, Monzo, and Klarna are all using AI at scale. But the practical applications are less about consumer experience and more about the unglamorous infrastructure of financial services.

Shopify's AI assistant is in gradual rollout to thousands of stores. The democratisation story is real. But what does it actually mean in practice for a small UK retailer, and where does it stop?

OpenAI's new model processes text, audio, and images natively in a single pass. The voice demos got all the coverage. The more interesting story for retail is narrower and more actionable.

RTS 2024 brought the UK retail technology industry together at Olympia London for two days. The AI conversation dominated — but the gap between what enterprise retailers were describing on stage and what the mid-market majority could realistically deploy was the more interesting story.

Amazon's new AI shopping assistant is imperfect and occasionally baffling. It's also probably the most commercially significant thing to happen to product discovery in years. Not because of what it does now, but because of what it implies about product content strategy.

Easter is one of the bigger seasonal retail events in the UK calendar, and one of the most technically demanding for ecommerce teams — compressed timeframes, perishable stock, and demand patterns that are both predictable and notoriously hard to get exactly right. It's a good stress test for AI planning tools.

Manchester Digital's Ecommerce Conference 2024 filled a room at No.1 Circle Square with Northern practitioners rather than vendors. The AI conversation that followed was more honest for it.

Pay360 2024 brought the UK payments community to ExCeL London. AI was on the agenda — but the conversation was less about transformation and more about where AI is actually earning its keep in the plumbing of financial infrastructure. Which, it turns out, is everywhere.

When Klarna revealed its AI assistant had handled 2.3 million customer conversations in a single month, the industry took notice. The story behind the numbers is worth examining carefully.

Reading the coverage out of New York in January 2024, one thing was clear: generative AI had stopped being a theme at retail's biggest annual gathering and had become the whole conversation.