Research Notebook
How technology is changing commerce, and what operators need to understand before the shift becomes obvious.
ChatGPT Just Opened Self-Serve Ads. Here's Why GEO Still Wins for Marketplace Sellers.
OpenAI's ChatGPT Ads are now self-serve with CPC bidding and pixel measurement. Most marketplace sellers will hear the agency pitch this week. Here's the practitioner's take on why GEO still wins and what to do instead.
Meta's Hatch and the Instagram Shopping Agent: What Marketplace Sellers Need to Know
Meta is building Hatch (a consumer OpenClaw competitor) and a separate AI shopping tool inside Instagram. The Instagram one is the announcement that matters for marketplace sellers. Here's what to audit this week.
GEO vs SEO: What Marketplace Sellers Need to Stop Doing in 2026
GEO and SEO are not in conflict, but five SEO tactics most marketplace sellers still run are actively hurting their AI visibility. Here's what to stop doing.
Walmart's Annual Report Just Dropped. The Buried Jefferies Line Reveals Where Walmart Marketplace Is Heading.
Walmart hit $715.9B in revenue and $150.4B in e-commerce. But the line analysts buried tells the real story: management views AI as a demand-capture tool, not a paid traffic strategy. Walmart is treating AI as the new organic.
American Express Just Launched Fraud Protection for AI Agent Purchases. Here's the Signal Marketplace Sellers Shouldn't Miss.
Amex rolled out agent identity verification and protection against AI shopping errors. When a major financial institution insures agentic commerce, the category stops being experimental. Here's what marketplace sellers should do about it.
Amazon Just Joined the Agentic Commerce Governance Body It Spent 8 Months Fighting. Here's What That Reversal Means.
Amazon, Meta, Microsoft, Salesforce, and Stripe joined the Universal Commerce Protocol Tech Council. After 8 months of blocking AI agents and suing Perplexity, Amazon is now at the table. The walled garden vs. open ecosystem narrative is over.
Google Is Hiring for GEO Roles While Telling SEOs It Doesn't Exist. Here's What That Contradiction Tells Sellers.
Google just posted a GEO Partner Manager role that mentions GEO seven times, months after Gary Illyes told SEOs that specialized GEO optimization isn't needed. The ads team and the search team disagree. Here's what that signals for marketplace sellers.
Amazon Is Accused of Coercing Brands Into Price-Fixing. Here's What It Means for Dual-Channel Sellers.
Unsealed court documents allege Amazon coerced Levi Strauss and others into pricing arrangements that raised prices on Walmart, Target, Home Depot, and Chewy. Here's what dual-channel sellers should do now.
AI Traffic to Retailers Jumped 393% in Q1. It Now Converts 42% Better. Here's What to Do Before Q4.
Adobe's Q1 2026 data on AI commerce is the clearest signal yet. AI traffic grew 393%, converts 42% better, and 34% of retailer content is invisible to AI. Here's the best strategy for marketplace sellers before Q4.
Walmart Paid Its AI Chief More Than Its CEO. If You Sell on Walmart, Here's What That Signal Means.
Walmart paid Daniel Danker $44.1M in 2025, more than CEO Doug McMillon's $29.2M. When a company pays its AI chief $15M more than its CEO, it's telling you where retail is heading. Here's what marketplace sellers should do.
Starbucks Just Launched Inside ChatGPT. Here's the Playbook Marketplace Sellers Should Steal.
Starbucks dropped its ChatGPT app with a discovery-to-redirect flow that sidesteps Instant Checkout's failures. The architecture reveals the best path for AI commerce. Here's what Amazon and Walmart sellers should copy.
Amazon and Walmart Both Hit $715B. But They're Running Completely Different Playbooks.
Amazon and Walmart are now the same size, but their strategies diverge completely. Amazon is building a walled garden. Walmart is going open. Here's the best strategy for dual-channel brands in 2026.