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Metrics type: Supporting MetricsCategory: Marketplace

At a glance

This card tracks the share of Walmart orders that were cancelled before fulfilment over the selected period. It is one of the three account-health KPIs Walmart polices, and seller-initiated cancellations count against you. Sellers watch it because crossing Walmart’s cancellation threshold puts Pro Seller status and search visibility at direct risk.

Calculation

Vortex IQ divides cancelled orders by total orders over the selected window and compares the result against the prior period to show direction. The figure is presented as a gauge against Walmart’s published cancellation threshold so you can see how much headroom remains. As the At a glance summary notes, seller-initiated cancellations are the ones that hurt; the worked example below shows how a stock-out can push the rate over the line.

Worked example

A representative reading of Cancellation Rate for a typical merchant on Walmart Marketplace. Over the 30 days to 12 Mar 26 a seller sees Cancellation Rate rise from a representative 1.1% to 2.4%, above Walmart’s threshold and up versus the prior period. Investigating shows most cancellations came from a single SKU that sold past its real stock level after a sync delay. The reading means an inventory accuracy problem is now an account-health risk, so the action is to tighten stock buffers on fast movers and fix the sync gap before the rolling rate stays over the line. For deeper investigation, use Vortex Mind to trace upstream causes; for natural-language exploration, ask Ask Viq.

Sibling cards merchants should reference together

Reconciling against Walmart Seller Center

Where to look in Walmart Seller Center: Verify against the Performance or Scorecard area, where Walmart publishes the cancellation rate that feeds account health, and the Order Management area for the underlying cancelled orders. The scorecard also shows the threshold currently applied. Why the Vortex IQ value may legitimately differ: Cross-connector reconciliation: complement with sibling cards in the same category for the full diagnostic picture. For divergence investigations, use Vortex Mind.

Known limitations / merchant FAQs

Q: How often does Cancellation Rate update? The card refreshes on the standard data refresh (typically every 30-60 minutes for live integrations). For real-time signals, force a manual refresh from the dashboard. Q: Why does my Walmart Seller Center show a different number? Seller Center applies the cancellation rate over its own scorecard window and may attribute buyer-initiated cancellations differently from Vortex IQ, which uses a rolling period. Time-zone and filter scope (fulfilment type or test orders) can also shift which cancellations are counted. Q: Do buyer-requested cancellations count against my rate? Walmart treats the metric primarily around seller-initiated cancellations; buyer-requested cancellations made before fulfilment are generally handled differently, so check the scorecard detail if your two figures diverge. Q: Can I customise the alert threshold? Yes, alert thresholds are configurable per profile in the Alert Rules tab. Adjust to match your business baseline rather than relying on the generic default.

Tracked live in Vortex IQ Nerve Centre

Cancellation Rate is one of hundreds of KPI pulses Vortex IQ tracks across Walmart Marketplace and 70+ other ecommerce connectors. Nerve Centre runs the detection layer; Vortex Mind investigates the cause when something moves; Ask Viq lets you interrogate any number in plain English. Start for free or book a demo to see this metric running on your own data.