Real fulfillment costs & data — by category

Huge SKU variety, poly-mailer-friendly sizes and style-driven returns.

Avg order value

$68

Return rate

15%

High SKU complexity across size-color matrices, elevated returns and seasonal spikes.

Avg order value

$120

Return rate

25%

Massive SKU range from small sensors to 80 lb parts. Fitment errors drive returns.

Avg order value

$147

Return rate

19%

Strict CPSC compliance, fragile handling and subscription-friendly reorder flows.

Avg order value

$75

Return rate

10%

Bulky, dim-weight-heavy parcels that reward compression packing. Elevated returns.

Avg order value

$127

Return rate

21.3%

High-velocity, low-return media SKUs with predictable weights and holiday spikes.

Avg order value

$48

Return rate

10%

Fragile, heat-sensitive product needing careful cushioning and fire-safety labeling.

Avg order value

$53

Return rate

5%

Evolving federal and state compliance, carrier restrictions and COA documentation.

Avg order value

$63

Return rate

7%

Fragile glass packaging, shade-variant SKU sprawl and strict batch tracking.

Avg order value

$58

Return rate

5%

ESD-safe handling, layered protective packaging and serial-number traceability.

Avg order value

$187

Return rate

11%

DOT flammable classification, ORM-D shipping rules and fragile glass bottles.

Avg order value

$87

Return rate

12%

Highest AOVs in ecommerce with oversized packaging and LTL freight logistics.

Avg order value

$264

Return rate

10%

Fast-growing beauty segment with leak-prone liquids and subscription reorders.

Avg order value

$52

Return rate

5%

Wide weight and dimension range, from soft textiles to bulky decor pieces.

Avg order value

$253

Return rate

11.5%

High-value, small-form SKUs needing secure packaging and chain-of-custody control.

Avg order value

$195

Return rate

10%

Utensils to cast iron: a wide fragility spectrum and robust protective packaging.

Avg order value

$85

Return rate

20.4%

Regulated hazmat with UN38.3 documentation and carrier-specific packing rules.

Avg order value

$42

Return rate

8.5%

White-glove handling, signature-required delivery and premium unboxing.

Avg order value

$310

Return rate

12%

FDA-compliant storage, lot-level traceability and specialized packaging.

Avg order value

$386

Return rate

8%

Food-grade regulatory complexity with subscription-heavy consumable economics.

Avg order value

$72

Return rate

7%

Compact packs to bulky tents and kayaks, with carrier-optimized packaging.

Avg order value

$147

Return rate

12%

Fast-growing category with heavy consumables and subscription reorder cycles.

Avg order value

$72

Return rate

6.5%

FDA MoCRA registration, FEFO lot tracking and climate-controlled storage.

Avg order value

$54

Return rate

5%

Predictable monthly batch cycles with multi-SKU pick-and-pack complexity.

Avg order value

$43

Return rate

5.5%

FDA regulatory complexity plus subscription-heavy repeat purchase cycles.

Avg order value

$65

Return rate

7%

Kitted brand boxes, on-demand drops and bulk event shipments in one program.

Avg order value

$85

Return rate

5%

Extreme Q4 seasonality with mandatory CPSC safety certification.

Avg order value

$188

Return rate

19.3%

Supplements, OTC devices and consumables, each with FDA labeling obligations.

Avg order value

$97

Return rate

8.5%