When a company purchases goods and pays using a credit card, the accounting entry typically debits the Purchases account and credits the Credit Card account. The discussion clarifies that credit card accounts should be classified under 'Current Liabilities' in accounting. This ensures proper financial reporting and tracking of short-term obligations.