Google’s Universal Commerce Protocol is the first production blueprint for what every website (ecommerce or not) will eventually need to expose to AI agents: discoverable actions, predictable outcomes, persistent sessions, and explicit agent policies. UCP was released as infrastructure for Google Merchant Center retailers. But the more important story is the architecture underneath it. UCP […]
It Works Until It Doesn’t: AI Content Strategies That Backfire
There is a shape that shows up again and again in the traffic charts of companies that decided to publish AI content at scale. Pages climb for six to twelve months. Organic traffic peaks a few months behind them. Then the line falls, and it usually keeps falling past the point where the program started. […]