A storefront built to be read by machines
SeaRaven Studios built and runs SeaRaven Commerce, a multi-brand Medusa v2 platform with 6 custom backend modules and 3 fulfillment integrations in production code. SeaRaven Studios engineered it so that every catalog change reaches the storefront — and the feeds an AI agent consumes — without a human in the loop. It is not a client reference. It is the system we run ourselves.
An agent can only buy what it can reliably read
Agentic commerce has an unglamorous prerequisite. A storefront that serves stale cache, hides its catalog behind client-side rendering, or publishes no structured feed is invisible to an AI shopper no matter how good it looks to a human. The buying decision is made from what the machine could read, not from what the page could show.
Most stacks answer this with a nightly export. That is a day-old answer to a real-time question — and it fails in the exact case that costs money, when price, stock or availability moved this morning.
Freshness as an architectural property, not a cron job
SeaRaven Commerce runs 19 event subscribers on its backend event bus, and 6 of them exist for one purpose: when any catalog entity changes, the storefront's cached representation of it is invalidated immediately. Products, categories, collections, regions, tags and types each get their own revalidation subscriber rather than sharing a coarse cache bust.
An edit in the admin propagates to the public storefront on the next request. Not on the next cron. Not on the next deploy.
Structured output as a first-class surface
SeaRaven Commerce exposes a dedicated product-feed API and a meta-feed workflow, built as their own surfaces rather than bolted onto the human storefront. That is the same surface an AI agent consumes when it evaluates whether a catalog can actually answer a shopper's question.
Three logistics integrations, in production code
SeaRaven Commerce runs 3 fulfillment integrations in production code — print-on-demand, dropship sourcing, and order lifecycle — rather than stubbed demos. The dropship module carries a scheduled reconcile job, a token-refresh job, an inbound webhook, and its own subscribers for stock and logistics updates. The shipping integration carries subscribers for customer creation, order placement, fulfillment, and tracking updates.
Alongside them: loyalty, product reviews, wishlists, abandoned-cart recovery with its own scheduled processor, reorder nudges, and transactional email — each an independent module or workflow rather than a branch inside one god-service.
Brands are a registry, not a fork
In SeaRaven Commerce each brand carries its own configuration, its own Content-Security-Policy, its own login panel, and its own override entries, all resolved from a registry at request time. Adding a brand is 1 registry entry — not a new deployment, and not a second codebase to keep in sync.
Shipped like infrastructure
Promotion runs feature/* → dev → staging → main, upward by pull request only, with CI green at every rung and an automated secret scan on every commit. SeaRaven Commerce ships 28 test files across the backend and storefront, including an end-to-end Stripe checkout test that drives a real payment session through the storefront.
The question changed
If you sell online, it is no longer only does my store convert humans. It is when an agent reads my catalog, does it get the truth, and does it get it now.
This is the platform we built to answer that for ourselves — which is also the reason we can show you its internals rather than a screenshot. Every system we sell is one we run ourselves.
If you want to know how your own storefront reads to an AI agent today, we measure exactly that — with the same discipline, on your catalog.