Lareys Commerce
The software that runs lareys.com
lareys.com is a US fashion store with tens of thousands of products, built and run on our own stack on Cloudflare. Its catalog keeps itself in sync, and AI shopping agents can buy from it. Next, the whole back office becomes something an AI agent can run.

Live3
Live on lareys.com
Open each one on the store and see it work.
Agentic checkout
LiveAI shopping agents can find and buy products on lareys.com through UCP, the Universal Commerce Protocol from Google and Shopify. The store publishes its UCP profile and an llms.txt that tells agents how it works.
Visual search
LiveSearch by photo finds products from a photo a shopper uploads, and Shop similar on every product page finds pieces that look alike. Both run on image embeddings of the catalog photos.

Self-running catalog
LivePrices, stock and the daily Google Merchant feed stay in sync with suppliers without a person. The store carries tens of thousands of products.
In development3
What we are building next
None of these is live yet.
Agent-operated back office
In developmentThe whole admin exposed as one MCP server, so any AI agent can run the store.
AI product screening
In developmentEach product judged by TypeSafe's Jev model, called through OpenRouter.
Looks
In developmentShop a look from a photo. Claude finds the garments in catalog photos, and Jev, through OpenRouter, finds them in photos shoppers upload.