

Collection itself is handled by our extraction engine — more on how product data collection works under the hood.
Collection itself is handled by our extraction engine — more on how product data collection works under the hood.
Collection itself is handled by our extraction engine — more on how product data collection works under the hood.
Where the Catalog Comes From
Where the Catalog Comes From
Where the Catalog Comes From
A catalog rarely arrives as a clean feed. Usually it exists as a website — and a website is a perfectly good source.
A catalog rarely arrives as a clean feed. Usually it exists as a website — and a website is a perfectly good source.
A supplier or distributor website
The most common case. Suppliers often publish complete product information on their websites but provide only a basic PDF or Excel price list — or no usable product feed at all. We extract descriptions, specifications, images, attributes, and categories from the website and combine them with pricing and inventory data to produce a complete, import-ready catalog.
A manufacturer or brand site
Brand sites carry the richest content: full specifications, official photography, documentation, model numbers. Ideal when your existing records are thin and you need to fill the gaps rather than start over.
Your own store, before a replatform
Exporting products out of an older platform often loses variants, metafields, or category structure. Reading the live storefront captures what customers actually see, which is usually more complete than what the admin panel exports.
A competitor or marketplace listing
Useful for understanding how a category is built — naming conventions, attribute depth, how variants are split, which specifications buyers expect to see.
A supplier or distributor website
The most common case. Suppliers often publish complete product information on their websites but provide only a basic PDF or Excel price list — or no usable product feed at all. We extract descriptions, specifications, images, attributes, and categories from the website and combine them with pricing and inventory data to produce a complete, import-ready catalog.
A manufacturer or brand site
Brand sites carry the richest content: full specifications, official photography, documentation, model numbers. Ideal when your existing records are thin and you need to fill the gaps rather than start over.
Your own store, before a replatform
Exporting products out of an older platform often loses variants, metafields, or category structure. Reading the live storefront captures what customers actually see, which is usually more complete than what the admin panel exports.
A competitor or marketplace listing
Useful for understanding how a category is built — naming conventions, attribute depth, how variants are split, which specifications buyers expect to see.






