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Trader Joe's finished atop a survey of customer preference among grocers, with Costco coming in second, according to data firm dunnhumby's annual Retailer Preference Index. Amazon, H.E. Butt Grocery and Wegmans followed, respectively, in the survey of 7,000 US households.

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