Tesco Clubcard AI Feature Rollout: What Shoppers Get

The Tesco Clubcard AI feature rollout is now official. On October 8, 2026, Tesco said it has started giving customers its AI meal planning assistant. The tool lives in the Tesco app and draws on Clubcard shopping history. Before that, about 280,000 staff tested it. Here is what it does, who built it and what remains unclear.

The news came with Tesco’s half-year results. Chief executive Ken Murphy said the company is “making strong progress on AI-enabled personalisation” and extending Your Clubcard Prices. In addition, he said Tesco is “beginning the customer rollout of our meal planning assistant.”

The audience is large. According to The Independent, more than 23 million UK households hold a Clubcard. However, Tesco has not said how many of them can use the assistant today.

The numbers behind the announcement were strong too. InternetRetailing reported that Tesco raised its profit guidance to between 3.15 billion and 3.3 billion pounds. Meanwhile, online sales grew 8% in the half.

The Tesco AI meal planner works as a chat. Tesco described it in April as a “natural, two-way dialogue” that offers personalized recipe ideas. It also takes dietary preferences into account.

Shoppers get a few practical controls. For example, they can search for meals by cost, by cuisine, or by both at once. They can also list ingredients they already have, and the assistant builds a dish around them.

The Clubcard link is the unusual part. Because the assistant reads past purchases, it can suggest what may already sit in your cupboard or fridge. As a result, Tesco pitches it as a way to save time, stress and money, and to cut food waste.

The assistant did not appear overnight. The table below shows each step that the reports describe.

One detail differs between outlets. The Express and Brit Brief describe the launch as starting this week. The Independent, however, says shoppers were first offered the tool in September. Both can be true for a staged release, but Tesco has not published a full schedule.

Tesco did not build its AI shopping assistant alone. Its in-house teams worked with Tomoro AI, a UK consultancy founded in 2023. Tomoro operates in alliance with OpenAI, according to The Independent.

There is a second partner in the picture. The Express reports that Tesco has a three-year strategic partnership with Mistral AI, the European start-up. That deal covers new AI capabilities across the business.

Tesco also says AI has worked behind the scenes for years, including inside Clubcard. Furthermore, the Express reports that the grocer doubled its technology team over the past five years.

The assistant is only as personal as the data behind it. It uses information gathered from Clubcard purchases, and it sits inside the Tesco Clubcard app experience that millions already use.

However, the coverage leaves gaps. None of the four reports we read explains how long that data is kept for the assistant. They also do not say whether shoppers can opt out and still use the tool.

So the sensible move is simple. Check the privacy settings in the app before you start chatting. If Tesco publishes more detail, that page is where it should appear.

This Tesco AI news did not land in a quiet week. Sainsbury’s launched SmartLists in its own app at almost the same time. The feature helps customers plan a shop, build lists and manage budgets with Nectar prices.

SmartLists takes a different route. Shoppers type a list or photograph one, and the app matches it to Sainsbury’s products. Product director Ben Edge said customers “want shopping to feel simple, joyful and easy to fit around their lives.”

Therefore, the two biggest UK grocers now compete on AI planning tools, not only on price. Tesco starts from recipes, while Sainsbury’s starts from the list.

For now, the assistant is a planning tool. It suggests meals and helps use up food. Still, Tesco says it wants the assistant to help with “more parts of their day-to-day lives” over time.

That hints at a bigger goal. A tool that knows your budget, your diet and your past baskets could one day fill the basket for you. Tesco has not confirmed a date for anything like that, though.

In the meantime, the test is practical. If the recipes fit your budget and cut waste, the feature earns its place. If not, it is one more chat window in one more app.

Curious how retailers build assistants like this one? Start with our guide to the best AI chatbot platforms. Then see what happens when supermarket AI goes wrong in our report on the Aldi AI customer service response.

Sources

The Independent (via AOL), Express (via AOL), InternetRetailing, Brit Brief. *Photos: Tesco Extra store on Maryhill Road, Glasgow by Garry Cornes, CC BY-SA 2.0, cropped and resized, and TescoClubcard2017 by Marccoton, CC BY-SA 4.0, cropped, resized and with the card details blurred.*