Snap returns CAT_VALIDATION_ERROR_GTIN_INVALID when the gtin attribute fails validation. GTINs must be valid UPC, EAN, JAN, or ISBN with a correct check digit and an accepted length (8, 12, 13, or 14 digits). Stripping spaces, dashes, and leading zeros from the wrong end is a common cause.
Snap Catalog Manager uses identifiers (GTIN, MPN, brand, SKU) to match catalog records. Issues come from invalid format (non-numeric in a GTIN field), brand-GTIN mismatches in GS1's database, duplicate IDs across SKUs, or missing required identifiers for the category.