Your Next Customer Is an AI Agent | Amplience Co-CEO John Williams on GEO, AEO and the Content Supply Chain

What happens to e-commerce when the internet is no longer built primarily for humans? John Williams, Co-CEO and CTO of Amplience, explains AEO and GEO, why the AI agent is now your audience before the customer, and why content creation is only a third of what the content supply chain really costs. In partnership with Amplience.What you will learn• AEO is the AI answer above Google's results; GEO is ChatGPT, Claude and other generative engines. One content strategy serves both, if your SEO is sound first.• SEO ranked you on a long list. AEO and GEO decide whether you are on a very short one.• Attributes prove what a product is; semantics give the context an AI needs to recommend it.• Creation is about a third of content supply chain cost; a mid-market retailer spends about $14M a year, a large-catalog enterprise $33M to $70M, and nobody owns the whole budget.• Point solutions optimise the visible third and add seams, so humans remain the bottleneck.• Your audience is now the agent before it gets to the customer.• Rules vs judgment: where people belong in an AI workflow.Chapters00:00:00 Why content is retail's next AI problem00:01:37 What "content" actually means in retail00:03:30 AEO vs GEO explained: answer engines and generative engines00:05:15 Why SEO is still the entry ticket00:06:33 Attributes vs semantics: the trail-shoe test00:08:11 The report: the true cost of the content supply chain00:09:59 Nobody owns the content budget00:11:28 Why point solutions only fix a third of the cost00:14:09 Speed to shelf, full-price sell-through and returns00:16:15 A content operations platform, not more apps00:17:36 Aligned signals: how you get into the AI's answer00:19:32 Amplify at Abbey Road Studios, 22 September00:22:12 How e-commerce directors talk to CMOs about this00:23:39 Your audience is now the agent00:25:35 Future ready, not future proof00:27:22 The washing-machine story: how behaviour changes00:29:12 What customers find in the first 3 to 6 months00:31:15 Rules vs judgment: where humans belong00:32:23 WrapGuest: John Williams, Co-CEO and CTO, Amplience. Amplience works with John Lewis, Primark, Boots, Asda and Ulta Beauty, and presents its content supply chain report at Amplify, Abbey Road Studios, London, 22 September 2026.Register: https://amplience.com/events/amplify-agentic-commerce-live/Read the report: https://amplience.com/core/This episode is a paid partnership with Amplience.The Retail Podcast: conversations with the people running retail.https://theretailpodcast.comFive useful signals every Friday:https://theretailpodcast.com/newsletter