Shelf-Reflection: A Reality Check for Post-Holiday Sellers

The holiday dust has settled, now it’s time to dig into the data. In this live panel, experts from Cin7, The Jibe, A2X, and Conjura unpack what your shelves, returns, and reports are really telling you about your Q4 performance. From returns to reconciliation to smarter Q1 moves, you’ll walk away with clear next steps and some hard truths worth facing.

Key takeaways:

• Spot post-holiday blind spots in your returns, CX, and inventory workflows—and how to fix them fast.
• Understand your numbers with reconciliation tips that bring clarity to margins, refunds, and real profitability.
• Forecast with confidence using real Q4 insights to guide your Q1 strategy and avoid costly missteps.