Amazon Inventory Pressure, AI Shopping, and Why Retail Media Is Becoming Shelf Space

Send us Fan MailThis week’s Selling on Giants breaks down the May nineteenth eCommerce updates shaping Amazon sellers, marketplace operators, retail media teams, and brands trying to protect margin in a more complex operating environment.The theme is clear: the brands that win from here are not necessarily doing the most. They are operating the cleanest.Amazon is tightening expectations around inventory, customer service, intellectual property, and operational discipline. Retail media is becoming a required cost of visibility. AI is changing how products are discovered. Marketplaces are competing through infrastructure, payments, data, and seller workflows.In this episode, we cover:Amazon pushes FBA Liquidations as inventory pressure risesAmazon is promoting FBA Liquidations as a way for sellers to recover some value from excess, idle, unfulfillable, or customer-returned inventory. The hard truth is that recovery rates are usually low, often around five to ten percent of average selling price before fees. The real value is stopping storage fees, aged inventory surcharges, and the financial bleed tied to inventory that should no longer be sitting in FBA.Buyer satisfaction scoring gets more detailed for FBM sellersAmazon replaced the old yes or no survey with a one-to-five satisfaction rating for self-fulfilled sellers. This gives sellers more nuanced feedback, but it also raises the bar on measurable customer service quality. Buyer contact rate, response time, and dissatisfaction rate are no longer soft support metrics. They are operating standards.Amazon reinforces intellectual property complianceAmazon is increasing education around trademarks, copyrights, patents, counterfeit complaints, sourcing authorization, and Brand Registry. The operator takeaway is simple: sellers need clean documentation before there is a problem. Once an IP complaint hits, the seller is already playing defense.Amazon cancels planned SP API feesAmazon reversed planned SP API usage fees that were expected in May twenty twenty six. That matters because SP API powers reporting tools, inventory systems, advertising software, repricers, dashboards, and automation workflows. The reversal protects the economics of third-party tools for now, but sellers should continue watching how Amazon manages data access and ecosystem control.Etsy launches a ChatGPT shopping experienceEtsy’s ChatGPT-powered shopping experience shows how product discovery is moving from exact keywords toward natural language intent. Instead of searching only by product terms, shoppers can describe style, use case, mood, and preference. That makes clear positioning, strong attributes, descriptive language, and visual storytelling more important.Agentic marketplaces are comingAI agents may soon compare products, evaluate reviews, analyze specs, and assist with purchases. That means listings must be understandable to machines as well as humans. Structured data, complete attributes, pricing clarity, review consistency, and trust signals will matter more.Retail media becomes shelf spaceRetailers are increasingly tying visibility, discovery, and merchandising to media spend. Advertising is no longer separate from retail performance. It is becoming part of distribution economics, which means sellers need to evaluate total contribution profit, not isolated ROAS.Amazon expands self-service measurement studiesAmazon is giving advertisers more direct access to measurement tools. That creates opportunity for better allocation, incrementality analysis, and funnel strategy, but more data only helps when operators know how to interpret it.The bigger takeaway:Amazon is becoming less forgiving toward inventory and compliance weakness. Customer service is becoming more measurable. AI is changing how products are found. Marketplaces are competing through infrastructure. Retail media is becoming shelf placement.The edge is not in hacks. It is in execution, clean data, clear systems, and fast decisions.Follow Selling on Giants for weekly operator-level breakdowns on Amazon, Walmart, retail media, AI commerce, marketplace strategy, and what actually changes for brands responsible for growth and profitability.Subscribe to Selling on Giants for weekly insights that go beyond headlines and focus on what actually impacts your business.