Advance Auto Parts, under CEO Shane O'Kelly, is undergoing significant restructuring by closing over 700 stores and focusing on markets where it holds strong positions. Plans include opening 100 new, inventory-rich locations and enhancing delivery services, aiming to improve margins and competitiveness. Despite early signs of improvement, risks remain in maintaining momentum and executing the strategy effectively. Investors should weigh potential rewards against uncertainties in this turnaround effort.