Department stores. I think the strategy was different. Big box focus on driving down prices by working with the cheapest suppliers they can get away with. IIUC Sears in particular was more vertically-integrated, and focused more on in-house brands that cost only a bit less than name brands, but were of high-enough quality that they became brand names themselves.

Would love someone with knowledge of this to chime in.