Research Notebook
How technology is changing commerce, and what operators need to understand before the shift becomes obvious.
What Helium 10's MCP Reveals About the Future of Ecommerce Software
Answering one cross-functional Amazon question takes an afternoon of exports. Helium 10's MCP connector suggests the interface to commerce software is shifting from dashboards people navigate to data AI systems can query directly.
AI Won't Fix Broken Work
A pricing change takes four days, and three of them are waiting. Pointing AI at the person optimizes the part that was already working. The real constraint is the design of the work.
What Google AI Mode Reveals About the Future of Product Data
Twelve first-party Google AI Mode tests show how buyer constraints shape the product attributes, sources, and recommendations that appear in AI shopping answers.
Six Months Ago, Agentic Commerce Was a Thesis. Today, Every Major Research Firm Has Put a Number on It.
Morgan Stanley, McKinsey, Gartner, IDC, and Juniper Research all published agentic commerce forecasts in the last six months. They agree on the direction. Walmart, Amazon, Meta, and OpenAI are shipping products that confirm the forecasts. Here's what marketplace sellers should do given the consensus.
Agentic Commerce Is Months Away. Here's What Marketplace Sellers Should Do Now.
Google and OpenAI's commerce leads just told Fast Company that agentic commerce is months away from a tipping point. Here's the practitioner playbook for marketplace sellers in the 90 days before it arrives.
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.
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.
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.
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.
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.
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.