What: Dynamic pricing, powered by AI and electronic shelf labels, is becoming a reality in retail, enabling real-time price adjustments and new strategies for managing inflation and inventory.

Why it is important: Adopting dynamic pricing allows retailers to reduce waste, protect essential goods, and respond flexibly to market changes, but success depends on clear communication and customer acceptance.

Dynamic pricing is rapidly moving from online platforms into physical retail, with grocers and mass merchants leveraging AI, elasticity modelling, and electronic shelf labels (ESLs) to adjust prices in real time. This technology enables retailers to manage inflationary pressures, optimise inventory, and remain competitive by making thousands of price changes daily. Rather than simply maximizing margins, dynamic pricing can be used to protect the affordability of essential goods, reduce food waste through targeted markdowns, and shape consumer behavior by encouraging healthier or more sustainable choices. However, the distinction between dynamic, differential, and personalised pricing remains a source of confusion, both internally and for customers. The success of dynamic pricing depends on transparency, ethical implementation, and ensuring that customers perceive the system as working in their favour. Retailers must communicate clearly, prioritise fairness, and use dynamic pricing to deliver operational and customer benefits, rather than risk eroding trust in essential categories like food. 

IADS Notes: Recent IADS sources confirm that dynamic pricing is rapidly gaining traction in retail, particularly in grocery, as AI, electronic shelf labels (ESLs), and real-time data analytics enable retailers to optimise prices with unprecedented speed and precision. CJ Online (March 2026) highlights Walmart’s nationwide rollout of ESLs and dynamic pricing, which has improved operational efficiency and competitiveness but also raised questions about transparency and customer trust. Retail Gazette (February 2026) details Tesco’s AI-powered dynamic pricing trials, showing how real-time markdowns can reduce food waste and balance affordability with profitability. The Grocer (January 2026) and Retail Week (November 2025) both emphasise the critical distinction between dynamic, differential, and personalised pricing, noting that operational readiness and clear communication are essential to avoid customer confusion or backlash. Forbes (December 2025) explores the broader implications of AI-driven pricing, including the use of elasticity modelling to manage inflation and inventory, while also highlighting the ethical and regulatory challenges around fairness and data use. Collectively, these sources illustrate that while the technology and capability for dynamic pricing are now in place, success depends on transparent implementation, customer-centric design, and a clear understanding of the operational and reputational risks involved. Retailers must ensure that dynamic pricing is perceived as working for the customer—protecting essential goods, reducing waste, and maintaining trust—rather than simply maximising margins.

What does dynamic pricing mean for retail?