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Cyber Monday: E-Commerce Deductions to Expect

  • The HRG Team
  • Dec 1, 2025
  • 2 min read
Finger pressing a red "Cyber Monday" key with a shopping cart icon on a keyboard, indicating online shopping.

Cyber Monday is a rocket booster for sales—and a magnet for deductions. When orders surge, small disconnects in marketplace fee math, split shipments, or “porch piracy” claims can snowball into accounts payable (AP) headaches and post-audit chargebacks.


What’s at stake: margins you thought you earned. Ignore these issues, and January remittance surprises can erase the win you just worked for.


Fictional example (for illustration): A wellness brand saw record Cyber Monday orders. But a promotion auto-split multi-item orders into two shipments. The second parcel arrived a day later, creating partial-delivery complaints and “item not received” (often called porch piracy) claims. Marketplace fees were also calculated on the pre-discount price plus shipping, not what finance accrued. Result: dozens of small deductions that added up to a real hit.


The e-commerce deduction hotspots

  1. Split shipments

    • Why it happens: Inventory allocated across nodes or ship-complete settings disabled.

    • Risk: Partial deliveries trigger “not received” or late claims, and refunds don’t always tie back cleanly to the original order.

    • Fix: For high-velocity SKUs (stock keeping units), prefer ship-complete on promotional bundles; if you must split, auto-attach both tracking numbers to one order record and one proof of delivery (POD).

  2. Porch claims (aka “item not received”)

    • Why it happens: Carrier shows “delivered,” customer says “no package.”

    • Risk: Fast refunds get taken as deductions; appeals fail without evidence.

    • Fix: Enable delivery photo where available; require carrier geo-coordinates on delivery scans; route high-value orders to “signature required” during Cyber Week.

  3. Marketplace fee math

    • Why it happens: Fees are often calculated on item price, sometimes including shipping, gift wrap, or taxes depending on marketplace rules.

    • Risk: Finance accrues one way; the marketplace bills another → fee variances and billbacks.

    • Fix: Maintain a fee matrix by marketplace and listing type; reconcile daily for the top 20 SKUs.

  4. Return window + refund timing

    • Why it happens: Extended holiday return policies shift when refunds hit.

    • Risk: Refund-related deductions arrive months later; proofs are stale.

    • Fix: Auto-store return merchandise authorization (RMA) numbers, photos, and reason codes alongside the order ID.


A Cyber Monday playbook that actually works

  • Order orchestration:

    • Use ship-complete for bundles; otherwise, attach all tracking numbers to one event in your order management system (OMS).

    • Flag split shipments in a “watch” queue for delivery variance follow-up.

  • Delivery evidence:

    • Turn on photo on delivery and signature required thresholds (e.g., orders >$150).

    • Store carrier scans, geolocation, and photos by order ID for 120 days.

  • Fee reconciliation:

    • Daily export of marketplace settlement vs. finance accruals.

    • Exception report for orders with promos, free shipping, or gift wrap.

  • Return hygiene:

    • Require RMA + photos for all returns; auto-classify reason codes (damage, defective, remorse).

    • Tie refunds to the original tender and keep timestamps (order → ship → deliver → refund).


Cyber Monday checklist (copy/paste)

  • Ship-complete enabled for promo bundles

  • All split shipments tied to single POD record

  • Delivery photo + signature thresholds live

  • Marketplace fee matrix validated (by listing type)

  • Daily fee exception report running by noon

  • RMA + photo capture on every return


Too much “Cyber Monday exposure”? HRG can help. Let's talk.


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