AI agents are starting to shop. Not in a sci-fi way — in a "your storefront is getting hit by something that parses HTML, recovers a price, and gets it wrong" way. If you run a WooCommerce store, the agent reading it today has to scrape the rendered product page and reverse-engineer what's for sale, what it costs, and whether it's in stock.
That's fragile, and it's the wrong layer. A catalog already knows all of this precisely. It should just say so, in a format built for machines.
That's what KaliCart Bridge does — a WooCommerce plugin (now on the WordPress.org directory, search "KaliCart Bridge") that exposes the catalog as a read-only, agent-oriented API with a discovery document. Below is how it's designed and why, with real responses from a live install.
Start with discovery, not endpoints
The entry point is a single discovery document. An agent fetches it first and learns the catalog's capabilities, endpoints, and rules before issuing a single product query:
