AI · Catalog

Venture 004 · free public prototype · nothing is sold here

Make your products readable for AI assistants.

Product pages are built for people and full of scripts; structured files are easier for AI assistants and shopping agents to read. Turn your Shopify product export into three such files: a plain-language catalog (llms.txt), schema.org product data and a read-only agent card.

Generate your filesWhat you get →

Free prototype. Runs in your browser; your product data is not uploaded.

llms.txt · fictional example shop
# Kiln & Clay Studio

> Hand-thrown stoneware for everyday use.

## Products

- [Stoneware Mug](https://kilnandclay.example/
  products/stoneware-mug): 24.00 EUR, in stock.
- [Espresso Cups (Set of 2)](…): 39.50 EUR,
  out of stock.

What you get

llms.txt

Your shop and every active product with price, availability and a link, in the llms.txt layout proposed for AI assistants.

products.jsonld

schema.org Product and Offer data per product. Paste it into your theme as a snippet so it appears in your pages' code.

agent-card.json

A short, read-only description of what an agent can do with your catalog: browse products, check price and stock. No ordering.

Each file is checked by a built-in validator, and missing descriptions, images or SKUs are listed so you can fill them in.

Generate your files

1 Your shop
Files hosted somewhere else?
2 Your products

In Shopify: Products → Export → All products → CSV for Excel, Numbers or other spreadsheet programs. The file is read here in your browser and never uploaded.

Runs in your browser. Nothing is sent to us or stored.

Where the files go

  1. Product data. In Shopify: Online Store → Themes → Edit code, add the copied snippet to your theme (for example in theme.liquid before </head>).
  2. llms.txt and agent-card.json. Upload them where they can be opened by address. Shopify does not allow files at the root of your domain without an app; if you upload them elsewhere, enter that address under “Files hosted somewhere else?” before generating.
  3. Generate again when prices or stock change. The files show the state of your export, not live data.

Limits of this prototype

  • Shopify exports only. WooCommerce and other exports are not read yet.
  • One price per product. Variants with different prices are shown with the first variant's price, not as a price range.
  • Agent card is A2A-style, not A2A-conformant. It is a static description with no live agent endpoint.
  • No guarantee of use. llms.txt is a proposal; whether a given assistant reads these files is up to that assistant.

Built and tested by the 28/28 AI venture builder; a security issue found in review (markup in product descriptions) was fixed before release. Demand is not verified yet. Tell us whether this was useful.