Research Notebook
How technology is changing commerce, and what operators need to understand before the shift becomes obvious.
Macy's AI Users Spend 4.75x More. Add Walmart's 35% and Amazon's $10B. The Debate Is Over.
Three retailers, three platforms, same result. Macy's Ask Macy's users spend 4.75x more. Walmart Sparky drives 35% higher AOVs. Amazon Rufus is pacing $10B. AI shoppers are the highest-value customers.
Walmart Is Putting Ads Inside Sparky. Here's the Best Strategy for Marketplace Sellers.
Walmart is adding Sponsored Prompts to Sparky's AI conversations. Paid placements now mix with organic recommendations. The best strategy is GEO first, ads second. Here's why.
Best Ways to Use Walmart's New Search Analytics to Find What Sparky Is Recommending (and What It's Not)
Walmart's search analytics show impressions, clicks, cart adds, and purchases at the keyword level. Most sellers use this for PPC. The real play is reverse-engineering what Sparky prioritizes.
Amazon's 'Buy for Me' AI Is Scraping Small Business Websites Without Permission. Here's What Dual-Channel Sellers Need to Know.
Amazon's Buy for Me agent places orders on Shopify stores without seller consent. Broken notifications, chargebacks, and pricing conflicts are hitting small brands. Here's how to check and how to opt out.
Rufus Is Driving $10B for Amazon. Sparky Is Lifting AOVs 35% for Walmart. The Brands AI Recommends Are Pulling Away.
Amazon's Rufus is on pace for $10 billion in incremental sales. Walmart's Sparky drives 35% higher order values. Only 8% of listings are AI-ready. The gap is now measurable.
Amazon Rufus Now Remembers Every Shopper. Your Listing Data Just Became the Filter.
Rufus now has persistent account memory. It tracks past purchases, browsing history, and stated preferences to personalize every recommendation. If your listing data is vague, Rufus skips you.
Walmart's New Negative Feedback Rate Metric Is Live. Here's Why It Rewards the Same Brands That Win with AI.
Walmart rolled out a new seller health metric: Negative Feedback Rate. Stay under 2% or risk suspension. But this isn't just compliance. It's the same data quality that makes AI recommend you accurately.
Small Brands Win: AI Doesn't Care About Your Ad Budget
AI shopping assistants bypass sponsored results entirely. They recommend products based on listing quality, not ad spend. 92% of sellers aren't ready. Here's what to do about it.
Sephora Just Launched Inside ChatGPT. Here's What That Means for Every Other E-commerce Brand.
OpenAI killed Instant Checkout and is replacing it with retailer apps. Sephora is first. Walmart and Target are close behind. For brands doing $100K to $2M, the discovery layer just became the storefront.
Walmart's 'Marty' Ad Agent Is Coming for Your Sponsored Search Campaigns. Here's What Dual-Channel Brands Need to Know.
Walmart launched Marty, an agentic AI advertising assistant for Sponsored Search. For brands running ads on both Amazon and Walmart, this changes how you allocate spend, structure campaigns, and measure performance.
Walmart's Marketplace Just Hit 200,000 Sellers. Here's Why That's Good News for US Brands.
Walmart crossed 200K marketplace sellers with 60% of new sellers from China. For US brands doing $100K to $2M, that's actually a competitive advantage. Here's why.
Shopify Says AI Shopping Is "Merit-Based." Here's Why That Matters for Small Sellers.
Shopify president Harley Finkelstein says agentic commerce is fundamentally merit-based. If AI agents recommend products based on fit instead of ad spend, small Amazon and Walmart sellers may finally get a fair shot at discovery.