Possible Clues:

• Long-time Sears rival
• It merged with Sears in 2004
• Former OfficeMax owner
• Blue light site
• Alternative to Target
• Target alternative
• Site of a blue light, maybe
• It's headquartered in Troy, Mich.
• It first opened in 1962
• Sears rival