How AI Agents Are Changing Retail Stores (Retail Industry Trends 2026)

Right now, as you read this, an AI chatbot is running a real retail store in San Francisco — managing the product selection, deciding what to stock, and curating a customer experience. It sounds like science fiction. It is already open for business. And it is just one signal of how fast the rules of retail discovery are changing. (Our sponsor Faire are offering 50% off and free shipping on first orders until July 31st. Simply add the code "Resilient50" at checkout) Hi, I'm retail strategist and founder of Resilient Retail Club, Catherine Erdly. And in this episode of the Resilient Retail Game Plan, I'm exploring one of the biggest shifts I've seen in how customers discover products: agentic AI. This is AI that doesn't just respond to questions — it researches, compares, recommends, and in some cases, actually completes the purchase. For independent retailers and product businesses with an online presence, this changes the rules. The question is no longer just how do you rank on Google — it's how do you become the answer when an AI agent is asked to find the best product for a specific need. I dig into what agentic AI actually means, how people are already using it to shop, and what that means for the way you present your products online. I share research from the OECD, insights from Andrew Bialecki at Klaviyo, the work of retail expert Jackie Swanson, and a fascinating case study in the form of Andon Market — a real shop in San Francisco that is being managed end-to-end by an AI chatbot called Luna, which was given a three-year lease and told to make a profit. If you're an independent retailer or product business owner with an e-commerce presence, this episode is essential listening. The shift is already happening. Understanding it now means you can take simple, practical steps to make sure your products are visible in the new discovery landscape — before your competitors even realise the rules have changed. **Chapter Timestamps** **00:00** — Are robots taking over shopping? And what agentic AI actually is **02:05** — AI at both ends: retailers using AI and shoppers using AI — the data **04:50** — Luna and Andon Market: the AI chatbot running a real retail store **07:00** — Agent-to-agent commerce: Andrew Bialecki on what retailers need to prepare for **09:30** — What to actually do: getting your data right for AI discovery **11:25** — How customer search behaviour is changing and what it means for your product pages **13:45** — The three things to start with: titles, key info, and natural language **14:48** — The philosophical question: are we handing over too much to AI? **Useful Links** Resilient Retail Club podcast: https://www.resilientretailclub.com/podcast/ Catherine on LinkedIn: https://uk.linkedin.com/in/catherineerdly Mentioned in this episode: Faire 50% off - use code 'Resilient50'