What we learn running SEO, paid media and web projects, written up with the data behind it.
Every official Shopify MCP server as of November 2026, what replaced Storefront MCP, which one you need, and how to build a safe Admin API server.
Nine real AI agents broken down (trigger, tools, limits, results), six patterns for smaller businesses and how to pick your first agent.
What an MCP server is, MCP vs API, where it shows up (ChatGPT, Claude, Copilot, Gemini) and what a business should expose first, safely.
Seven steps to build an AI agent that survives launch, the architecture behind it, and a worked example of what it costs to build and run.
What agentic commerce is, which protocols and channels are live in 2026, and a platform-by-platform checklist to make your store agent-ready.
Generative AI writes, AI agents act, agentic AI describes how they act. The difference, a real agent run, and how to spot a chatbot sold as an agent.
New articles, benchmarks and what changed in search and paid media. No sales emails.
