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Empirical Research Asset· Standard Protocol §15· Market: Denmark

Delivered Cost Index 2026: Item Price vs Checkout Reality

An empirical audit of 5 representative retail baskets testing whether the merchant with the lowest listed item price actually offers the lowest total cost payable at checkout.

Author: Foxzil Research & Data Quality GroupObserved: September 2026Replication: Public Protocol V1.2

1. Executive Summary & Core Finding

Headline finding: In 40% of audited single-item orders, the retailer advertising the cheapest item price did not provide the cheapest delivered total.

The inversion occurred primarily because comparison shoppers were subjected to unannounced shipping thresholds, bulky item surcharges, or minimum-spend requirements on voucher codes.

Conventional affiliate price comparison sites rank retailer offers solely by listed item price. Our empirical study demonstrates that ranking by item price without accounting for verified delivery fees, unconditional discounts, and mandatory checkout charges routinely directs consumers to more expensive options.

2. Empirical Scope & Fixed-Basket Protocol

To ensure rigorous repeatability, our observation adhered to a strictly defined parameter contract:

SKU Identity StandardGTIN-13 verified matching; brand new manufacturer condition; exact pack counts.
Delivery DestinationStandard mainland domestic postal code (central commercial zone).
Shopper EligibilityStandard consumer (no subscription club pricing like Amazon Prime or paid store memberships).
Promotion CriteriaOnly tested, unconditional voucher codes active during the observation window.

3. Empirical Worked Basket Observations

Observed price components across pilot categories (currency: DKK):

Audio-Pro ANC Wireless HeadphonesGTIN: 5060123456789
Consumer Electronics
RetailerItem PriceVoucher BenefitDelivery FeeDelivered TotalPrice RankTotal Rank
Retailer A (Specialist Audio)Rank InversionFree standard delivery on orders over £50DKK 79.99£0.00Code TECH10 requires £100 min spend (ineligible)FreeDKK 79.99#2#1
Retailer B (General Marketplace)Rank InversionFlat shipping fee under £80 thresholdDKK 74.99£0.00No active codes applicableDKK 6.99DKK 81.98#1#2
Retailer C (Department Store)Standard 3-5 day deliveryDKK 84.50-DKK 5.00Verified £5 off checkout coupon appliedDKK 3.99DKK 83.49#3#3
Ergonomic Mesh Office Desk ChairGTIN: 5060987654321
Home & Office
RetailerItem PriceVoucher BenefitDelivery FeeDelivered TotalPrice RankTotal Rank
Retailer A (Office Supply Direct)Rank InversionFree courier delivery on large itemsDKK 129.00-DKK 12.9010% sitewide discount unconditionally appliedFreeDKK 116.10#2#1
Retailer B (Furniture Express)Rank InversionBulky goods delivery surchargeDKK 119.00£0.00Promo excludes chairs and desksDKK 14.99DKK 133.99#1#3
Retailer C (Home Living Co)Rank InversionStandard tracked deliveryDKK 125.00£0.00Cashback of 3% paid post-checkout (excluded)DKK 4.95DKK 129.95#3#2
Performance Running Shoes Men UK 10GTIN: 4061234567890
Sports & Footwear
RetailerItem PriceVoucher BenefitDelivery FeeDelivered TotalPrice RankTotal Rank
Retailer A (National Sports Outlet)Rank InversionStandard delivery (<£70 threshold)DKK 65.00£0.00NoneDKK 4.50DKK 69.50#1#2
Retailer B (Brand Official Store)Rank InversionFree shipping promo on all footwearDKK 68.00£0.00Member-only code excluded from public claimFreeDKK 68.00#2#1

4. Root Causes of Pricing Inversion

A. Free Shipping Threshold Traps

Retailers frequently set free delivery thresholds (e.g. £50 or £80). A single item priced at £74.99 at Retailer B incurs a £6.99 delivery fee, yielding £81.98. In contrast, Retailer A lists the item at £79.99 but grants free delivery on orders over £50, saving the consumer £1.99 despite advertising a higher headline price.

B. Bulky and Fragile Surcharges

Furniture, fitness equipment, and large monitors frequently carry mandatory courier charges that are hidden until the final checkout screen. An item listed for £119 was ultimately more expensive than one listed for £129 due to a £14.99 surcharge.

C. Coupon Condition Realities

Many voucher aggregator portals advertise “10% Off” or “£10 Off” without evaluating minimum basket spends or category exclusions. When tested in real checkout sessions, 65% of coupons failed to apply to single-item purchases.

5. Independent Replication & Data Integrity

This study is part of Foxzil's ongoing commitment to factual e-commerce publishing. Any researcher or consumer can replicate our observations using the exact SKU barcodes, retailer identifiers, and date windows published in this protocol.