Agentic commerce has arrived in the grocery aisle, and it is changing what a shelf is

Albertsons is building a proprietary AI shopping assistant aimed at reducing the average shop from 46 minutes to four. Kroger has moved away from capital-heavy centralised robotic warehouses toward a Gemini-based assistant that plans weekly menus conversationally and builds a basket faster than search-based journeys; Carrefour opened a storefront inside ChatGPT in March, the first major European grocer to do so. Roughly 77% of consumers report having used AI to shop in the last six months, which makes this a description of current behaviour rather than a forecast. The metrics move with it. Sessions, bounce rate and cost-per-click do not capture agentic performance; found rate, position quality, catalogue completeness and citation rate in AI answers do. Based on our work with consumer clients, the uncomfortable implication is this: shelf position used to be negotiated with a buyer, and is now partly a function of how well your own product data is structured. That is a less appealing investment than a brand campaign, it sits with functions that have never had to defend a growth number, and it is probably the higher-returning of the two over the next three years. (Supermarket News)