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Beyond Black Friday: Managing the Volatility of Unpredictable Retail Demand

Published October 21, 2026 · Mary Hart

See what new consumer research reveals about social discovery, product availability, and unpredictable demand in apparel and beauty fulfillment.

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Industry

All 3PL 30 Retail 29 Healthcare 3 Manufacturing 3 Industrial 1

Workflow

All Picking 36 Putaway 13 AI 8 Transport 8 Mezzanine Management 6

Topic

All Warehouse Automation 162 Decision Making 135 Fulfillment 129 Productivity 59 Labor 48 Company 34 Safety 22 AMR 8 Order Processing 6 packaging 2 Security 2 Compliance 1 Peak 1 retail 1

Region

All United States 49 Canada 3 Germany 2 France 1

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