At a glance
Percentage of BigCommerce orders cancelled before fulfilment over 30 days. The leading indicator of operational and customer-experience problems, cancellations happen before the customer receives the product, signalling either inventory issues, fraud blocks, or buyer’s-remorse from sub-optimal post-order communication.
Calculation
Worked example
A US homewares brand on BigCommerce Pro, 30-day window 14 Apr 26 to 14 May 26.
What’s interesting:
- Web at 2% is healthy benchmark territory. Within that 96 cancellations: 38 are fraud-rule rejections (good, that’s the system working), 28 customer requests (manageable), 22 operational issues (duplicate, OOS, other). The actionable subset is the operational 22; investigate root causes.
- Amazon at 12.5% is normal-high for marketplace. Amazon’s “buyer cancelled” workflow allows easy cancellation up to ship; many buyers cancel after better-deal-found. The 32 payment-timeout cancellations are more concerning, indicates Channel Manager’s Amazon-payment-confirmation flow has friction. Investigate.
- eBay at 16.3% is on the high end. “Unpaid item” cancellations (52) are eBay’s auction / buy-it-now mechanic where buyers commit but don’t pay. Action: enable immediate-payment requirement on eBay listings; this typically halves the unpaid-item rate.
- POS at 1.4% is excellent. In-store customers who reach the till usually complete; the 4 cancellations are mostly card-decline retries that succeed on second attempt.
- B2B at 0% is the gold standard. Pre-approved orders from established accounts essentially never cancel. If B2B cancellations rise above 1%, there’s an account-relationship or portal-usability problem.
- Store-wide 4.7% is dragged up by marketplace channels. Web alone is 2%; marketplace alone is 13.4%. Compare like-for-like, web cancellation should be evaluated against web benchmarks (<2.5%), marketplace against marketplace benchmarks (<15%).
- Web cancellation root-cause audit identify the 22 operational cancellations (duplicate, OOS, other) and fix systematically.
- eBay immediate-payment enforcement flip the listing setting; cuts unpaid-item rate in half typically.
- Amazon payment-timeout investigation Channel Manager’s Amazon-payment flow needs review.
- Set per-channel cancellation alerts for any channel exceeding its benchmark by 50%.
- Quarterly: review fraud-rule effectiveness 38 web cancellations from fraud-rule are healthy if they’re catching real fraud; if they’re false-positives, revise rules to recover the lost orders.
Sibling cards merchants should reference together
Reconciling against the vendor’s own dashboard
Where to look in BigCommerce Control Panel: Orders → All orders filter by statusCancelled or Declined, and date range. The list count divided by total orders gives the rate manually. Analytics → Sales on Pro / Enterprise plans shows order counts by status; the cancellation count is implied but not as a percentage.
Why our number may legitimately differ from BC:
Cross-connector reconciliation (when payment processors connected):
The cancellation-rate metric is BC-aligned with similar metrics on Shopify and Adobe Commerce; the field shape (BC’s
Cancelled status) is platform-specific but semantics equivalent.
Known limitations / merchant FAQs
My web cancellation rate is 8%, what’s wrong? Likely fraud-rule miscalibration or systemic OOS-at-checkout. Run the reason breakdown: (1) if fraud-rejection is >40% of cancellations, your fraud rules are too tight, recover real customers; (2) if OOS-at-fulfilment is >25%, your inventory sync between BC and warehouse has lag (orders accept then can’t fulfil); (3) if customer-request is >40%, post-order experience is failing (no shipping confirmation, slow ship, etc.). How is cancellation different from refund? Cancellation = order voided before fulfilment (no money exchanged for goods, customer never received product). Refund = order fulfilled, customer received product, then returned for refund. Both are revenue-leakage but root causes are completely different. Cancellation root causes are pre-purchase and pre-fulfilment; refund root causes are product-quality, expectation-mismatch, or fulfilment-damage. Why is my marketplace cancellation rate so high? Marketplaces have buyer-friendly cancellation workflows. Amazon allows cancellation up to ship; eBay’s “unpaid item” mechanism cancels uncomplete-payment orders automatically. Marketplace cancellation rates of 8-15% are normal; below 5% suggests strict listing settings (good for cancellation rate, may suppress sales). Should I count “Declined” status as cancellation? Configurable. Some merchants count both as cancellation; we default toCancelled only. Declined orders are typically payment-rejection (fraud-rule, card-decline); they’re a slightly different cohort from cancelled orders. If your fraud rules are aggressive, including Declined inflates the rate; excluding gives a cleaner customer-experience signal.
My cancellation rate dropped sharply, possible cause?
Common: (1) fraud rules loosened (catching less, allowing more orders to complete); (2) OOS-at-checkout fixed (better inventory sync); (3) marketplace-side mechanic change (Amazon tightened cancellation window); (4) ad-traffic mix shift toward higher-intent customers. Verify by reason breakdown.
Should I auto-cancel duplicate orders?
Yes for confirmed duplicates (same email, same items, same shipping, within 30 minutes). The customer almost always intended one order; the duplicate cancellation is a courtesy. Don’t auto-cancel orders from the same customer hours apart, those may be intentional.
My fraud-rule rejections are high, what’s the trade-off?
Tightening fraud rules reduces fraud-loss but also reduces legitimate-customer orders. The trade-off: 1% fraud rate (loss) vs 5% extra cancellation rate (lost revenue). For most stores, accepting some fraud loss to recover real-customer orders is net-positive. Audit the fraud-rejected orders monthly: how many were genuinely fraudulent vs false-positives?
My B2B cancellation rate climbed from 0% to 3%, why?
Investigate immediately. B2B cancellations are unusual; common causes: (1) credit-line / payment-terms issue (account hit credit limit, order auto-cancelled); (2) portal usability problem (B2B customers misordering then cancelling); (3) account-manager change (orders being approved that shouldn’t have been). Time-sensitive issue.
Should I send a “we noticed you cancelled” email?
Yes for customer-request cancellations, no for fraud / OOS / system cancellations. The customer-request email asks “what went wrong?” and offers a small incentive (5% off) to retry. Conversion of these emails is typically 8-15%, recovering meaningful revenue. Don’t send for fraud-rejected orders; that’s actively counter-productive.
My “buyer changed mind” cancellations are climbing on Amazon, what changed?
Could be: (1) Amazon listing showing wrong size / colour (drives buyer regret); (2) competitor lower price appearing during the buyer’s hesitation window; (3) shipping-time lengthened (Amazon-prime expectations). Audit the listings; check pricing competitiveness; verify Channel Manager fulfilment SLA.
Multi-currency: cancellations vary by currency?
Yes typically. USD orders may have different fraud-rule sensitivity than EUR. Filter by currency for region-specific cancellation patterns; especially relevant for stores serving multiple regions.
Why doesn’t this card have a built-in alert?
The default >3% alert exists in the manifest. The threshold is configurable; some merchants set 5% (more lenient for marketplace-heavy stores), others 2% (stricter for web-only stores). Adjust under Vortex Mind → Settings → Alerts.