An Employer Identification Number (EIN) is essential for sales tax registration in Alabama as it uniquely identifies the business entity for tax purposes. It is required during the MAT online registration process to facilitate accurate tax reporting, compliance, and to handle activities like hiring employees. The EIN ensures that sales tax obligations are correctly attributed to the specific business.