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Heavy reliance on Chinese manufacturing for private label products without sufficient supplier diversification into alternative sourcing markets created inventory availability and cost volatility exposure during COVID-19 factory closures in 2020 and subsequent Red Sea shipping disruptions in 2023-2024, highlighting the need for supply chain resilience investment that a more diversified supplier base across Vietnam, India, and Turkey could have provided.