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.

3 features live · 3 in development · Runs our own store. Not offered to other stores yet.

lareys.com · product page
A coat on lareys.com, with Shop similar under the price, the color and size pickers and Add to bag.

Live3

Live on lareys.com

Open each one on the store and see it work.

Agentic checkout

Live

AI 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

Live

Search 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.

lareys.com · Search by photo
The Search by photo page on lareys.com: upload a photo, then drag the box around the piece you love.

Self-running catalog

Live

Prices, 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 development

    The whole admin exposed as one MCP server, so any AI agent can run the store.

  • AI product screening

    In development

    Each product judged by TypeSafe's Jev model, called through OpenRouter.

  • Looks

    In development

    Shop a look from a photo. Claude finds the garments in catalog photos, and Jev, through OpenRouter, finds them in photos shoppers upload.