Why was my expense not auto-categorized?

Your expense was not auto-categorized because this is the first time Zoho Expense has detected this merchant. If you are creating an expense with a new merchant, it has to be categorized manually. Once this is done, Zoho Expense learns the merchant-category mapping and suggests the category automatically from the next expense.