until a page returns an emptyproductsarray, which is your only end-of-catalog marker: this endpoint returns no total count and noLinkheader. What surprised me is thatthe bulk feed silently omits four fields that a second, equally public endpoint on the same store returns in full— and that when you finally get those fields, one of them will lie to you. json # one product Enter fullscreen modeExit fullscreen mode Neither requires authentication. barcode)against the bulk feed, you will conclude that no Shopify store on earth publishes barcodes. The per-product endpoint returns the same variantids with all four fields populated, when the store publishes them.