Best Buy shares fell as the new CEO faces big challenges, with some believing the retailer has lost some of its relevance with customers.

Best Buy announced on Wednesday that it is promoting a longtime executive to chief executive as the consumer electronics retailer navigates shifting demand and intensifying competition across the reta...