CookCart — Recipe-to-Cart Commerce Automation

What we built

A consumer product that turns any recipe link, video or plain-language request into a filled grocery cart in about a minute. It reads unstructured input, works out what is actually needed, scales quantities to the number of people, matches every item against a live product catalogue and writes the result straight into the customer's cart through the retailer's own systems.

The hard part is not the recipe, it is the matching: working out that an ingredient written one way corresponds to a product listed another way, in the size actually sold, and scaling the quantity to the number of people eating.

What the client got

Why it matters beyond groceries: this is a data pipeline dressed as a consumer app. Reading messy input, making ranked decisions and writing into a live system of record is the same shape as an invoice pipeline, an order pipeline or a lead pipeline. If your business has one of those, this is the capability you are looking at.