Certain exemplary embodiments relate to techniques for determining the correct item serial number structure, even when information regarding the serial number data and/or structure is lacking. Such techniques advantageously promote data integrity by helping to ensure that the desired data is captured correctly, while also reducing (and sometimes even eliminating) the need to obtain detailed information regarding serial number structure and intelligence that sometimes is guarded by producers/manufacturers. Statistical sampling of collected unknown data formats may be used to help decipher product identification numbers (or other numbers) such as product serial numbers through a repetitive process of scanning a known constant such as the UPC number, followed by a variable number such as a products serial number. Certain exemplary embodiments check serial number against a database containing algorithms to determine if and which algorithm is used to create such serial numbers.