Research Notebook
How technology is changing commerce, and what operators need to understand before the shift becomes obvious.
How to Optimize Your Amazon Listings for Rufus
Amazon Rufus now handles 13%+ of Amazon searches and uses semantic understanding, not keyword matching. Here are 6 specific changes sellers can make to their listings today to show up in AI-driven recommendations.
Amazon's AI Shopping Tools Are Redirecting Your Customers. Are You Ready?
Amazon Rufus has reached 250 million shoppers, and its AI tools are reshaping how customers discover products. Sellers who optimize for AI-driven discovery now will win. The rest will watch their traffic disappear.
Walmart's New CEO Came From E-commerce. Here's What That Means for Your Brand.
Walmart just named its chief e-commerce officer, a former Amazon exec, as the new CEO of Walmart U.S. For brands frustrated with Amazon's deteriorating seller experience, this is the clearest signal yet that Walmart is building a marketplace designed by someone who understands sellers from the inside.
OpenAI Just Hired the Creator of OpenClaw. Here's Why E-commerce Brands Should Pay Attention.
OpenAI hired Peter Steinberger, creator of the open-source AI agent framework OpenClaw, to build their next generation of autonomous agents. For e-commerce brands, this is the clearest signal yet that AI agents capable of managing listings, ads, and customer service are moving from concept to product.
Costco Is Finally Going Digital. Here's What It Means for E-commerce Brands.
Costco just reported a 20.5% surge in digitally enabled sales and is rolling out AI-powered inventory systems. When the last holdout goes digital, it changes the game for every brand in its ecosystem.
The Inflection Point: What Claude Opus 4.6 Signals About the Future of Work
Agent teams, a million-token context window, and "vibe working." Anthropic is not just shipping features. They are describing what knowledge work looks like next.
The Codex Shift: When AI Becomes a Team to Manage
OpenAI launched Codex as a desktop command center for managing parallel AI agents. The metaphor has changed from pair programming to project management. Here is what that shift means for operators.
Moltbook: When AI Agents Build Their Own Social Network
A social network where only AI agents can post, comment, and vote. Over 150,000 agents have joined. Humans can only observe. Here is what that means for how we think about AI.
The Decision Fog Around Clawdbot
I see the potential of browser-based AI agents like Clawdbot. I am just not sure I am ready. The honest answer to whether you should adopt powerful AI tools is usually a question back: have you built the systems they need?
Who Pays When AI Agents Make Mistakes?
Teams are deploying AI agents before having internal conversations about accountability. The real risk is not AI mistakes. It is the ambiguity around who owns the resolution when things go wrong.
HeyGen Review: AI Video Creation That Actually Delivers
An honest review of HeyGen after months of testing. AI avatars, voice cloning, and 40+ language translation make professional video accessible to any brand.
Black Friday 2025: Online Sales Hit Record $8.6 Billion
U.S. shoppers spent $8.6 billion online by 6:30 PM on Black Friday 2025, up 9.4% year-over-year. Full day projections reached $11.9 billion, cementing the shift from in-store crowds to digital-first shopping.