For months U.S. retailers have been warning customers that there will be shortages this holiday season due to supply-chain problems.

Ahead of Thanksgiving, those warnings are already the reality.

Last month, shoppers encountered more than 2 billion out-of-stock messages online, according to new Adobe Analytics ADBE data that analyzed over…

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