Tips for Combatting Higher Ground Shipping & Delivery Costs
Let me say it plainly: Ground shipping is no longer cheap. Not in 2025. The economy-tier services ecommerce brands relied on to keep costs down are rising faster than any other mode. And the kicker? You probably didn’t notice because they rose quietly. Just a few cents here, a new surcharge there. But it’s compounding…fast.
According to the latest TD Cowen/AFS Freight Index, economy ground parcel rates rose nearly 7.5% year-over-year in Q2 2025. That’s faster than air. Faster than LTL. And definitely faster than most brands can react.
Also, ground parcel rates hit 32% above the January 2018 baseline in Q2, an all-time high, even though average diesel prices fell. That tells you rate increases aren’t tied to fuel, they’re strategic margin plays.
Why is ground shipping getting more expensive?
FedEx and UPS aren’t running charities. In 2025, both carriers quietly inflated their accessorial fees, extended delivery-area surcharges (DAS), and repriced how they interpret “residential” addresses.
UPS, for example, now applies a Remote Area Surcharge to 15% more ZIP codes than in 2024. Combine that with the standard rate increases, and you’re looking at a 10–15% total effective increase for some DTC brands shipping to suburbs.
What’s driving it?
- FedEx’s network restructuring under its “Network 2.0” initiative
- UPS’s post-Teamsters contract cost recovery
- Fewer economy packages post-COVID peak = lower density = higher per-package costs
- Carriers are padding revenue per stop while demand softens
Slash Your Fulfillment Costs by Up to 30%
Cut shipping expenses by 30% and boost profit with Cahoot's AI-optimized fulfillment services and modern tech —no overheads and no humans required!
I'm Interested in Saving Time and MoneyThe Hidden Cost Curve: What the Data Tells Us
The logistics world has been quietly boiling, and most ecommerce operators don’t even realize how cooked they are until the Q4 freight invoices hit like a hammer. That’s why I wanted to step back and show what’s really going on with ground shipping costs, both over time and across weight and zone variables.
When you zoom out, the real story isn’t just one rate hike or another DAS update; it’s the slow, compounding weight of cost acceleration over time. That’s why we analyzed both the long-term parcel index trend and current 2025 rate tables from UPS and FedEx to show what’s happening beneath the surface.
Ground Parcel Index Trend (2018–2025): The Slow Burn That’s Now a Blaze
First, we charted the TD Cowen/AFS Ground Parcel Index from 2018 to 2025. This isn’t just any index; it’s an aggregated pulse check on ground parcel shipping costs across major carriers (UPS, FedEx, and USPS), normalized for inflation, fuel surcharges, and accessorial fees.
If you look at the trendline, you’ll see a gentle incline in the early years. Then 2020 hits. COVID disruptions + ecommerce boom = a sharp climb in rates. What’s surprising, though, is what happened next. You might expect some post-pandemic relief. Nope. The index kept climbing. By Q2 2025, it’s at its highest level ever, driven not by pandemic chaos, but by calculated carrier pricing strategies, DIM weight enforcement, and fewer carrier incentives for SMBs.
Takeaway: If you’re budgeting based on 2022 assumptions, you’re underwater. Index data shows that ground rates have structurally shifted up, and the new normal is…not normal at all. There’s a new silent tax on every ecommerce order, especially for brands that haven’t updated their logistics strategies in years.
Chart 1: FedEx and UPS Ground Parcel Index (2018–2025).

Billed Weight vs. Cost-Per-Package (Multi-Zone): The Hidden Geometry of Shipping Pain
The second chart shows the cost curve for shipping a package via ground, depending on billed weight and destination zone. This was derived by synthesizing rate tables from the official 2025 UPS and FedEx rate guides you can download right now. We simulated realistic pricing across Zones 2 through 8, for packages up to 50 lbs.
What becomes clear fast is this:
- Zone distance has a nonlinear impact. The same 10 lb box costs nearly 30–40% more to ship to Zone 8 than Zone 2.
- Weight-based costs aren’t flat. Each extra pound adds more than just weight; it multiplies cost, especially past the 10–15 lb range where rate brackets steepen.
- You’re probably getting crushed on midweight, long-zone shipments. That 18 lb box going to Zone 7 is silently eroding your margin every time you offer free shipping.
Takeaway: The average ecommerce merchant is overpaying because they’re not engineering for zone or weight efficiency. They’re just printing labels and hoping for the best. Big mistake.
Chart 2: Billed Weight vs. Cost-Per-Package by Zone (FedEx & UPS, 2025).

Key insights include:
- Zone escalation is brutal. The same 3 lb package can cost 2× as much going to Zone 8 versus Zone 2. A single-warehouse model is bleeding you dry on long-haul orders.
- Billed weight ≠ actual weight. Dimensional weight pricing inflates cost, especially when packaging isn’t optimized. A 2 lb item in a 12 × 12 × 10 box can be billed at 8+ lbs.
- Carrier policies diverge fast. USPS Ground Advantage offers strong pricing in Zones 2–5 for lightweight packages, while UPS’s negotiated discounts become more competitive at higher weights and volumes. FedEx Ground Economy still has a niche in deferred delivery, but fewer merchants rely on it due to limitations on delivery speed and flexibility (e.g., cannot deliver to PO Boxes).
- Flat rate isn’t always flat. Priority Mail Flat Rate boxes are convenient, but often more expensive than zone-based pricing for 2–5 lb packages going to Zones 2–4.
Takeaway: Don’t just look at average shipping cost. Build a dynamic model that accounts for zone distribution, dimensional weight risk, and carrier behavior. It sounds scarier than it really is: modern technology can help. For the rest of 2025 and into 2026, optimizing for billable weight and fulfillment geography isn’t a “nice-to-have.” It’s a survival strategy.
Looking for a New 3PL? Start with this Free RFP Template
Cut weeks off your selection process. Avoid pitfalls. Get the only 3PL RFP checklist built for ecommerce brands, absolutely free.
Get My Free 3PL RFPPractical Advice for Q3/Q4 2025 and Into 2026
So what’s the fix? Firstly, we’re seeing that brands are shifting lower-value, lightweight shipments to slower, economy service tiers, like FedEx Ground Economy or UPS Ground Saver, to soften cost spikes. But while slowing down your low-value shipments can help, it shouldn’t be the only lever you pull. You still have customer expectations to meet. Let’s dig into how you can keep up, fiercely and intelligently.
1. Shift Volume Strategically, Don’t Just Rant About Rates
The index shows that shippers are diverting lightweight parcels to slower service levels this quarter. That shift drove down cost per package but raised average billed weight, leading to surprising rate hikes in the index data.
Here’s what to test:
- Pilot deferred services for small items (under 2–3 lbs) and see if the slower ETA is worth the savings.
- Never just blanket shift—test geographically. Maybe shift East Coast to Ground Saver and keep West on Priority.
That data-backed nuance lets you stay lean without tanking delivery promises.
2. Audit Surcharges Like a Hunter, Because Carriers Are Hunting Yours
UPS raised its ground fuel surcharge by 15%, FedEx by 12%, even though diesel dropped by 8% YoY. That’s not cost pass-through, it’s revenue arbitrage.
And surcharges aren’t limited to fuel. UPS added fees for:
- Print services
- Payment processing
- Paper invoices
- Zone realignment errors
Every surprise fee is a profit leak if you don’t audit. Run monthly invoice audits using a service such as Refund Retriever or Cahoot’s Carrier Invoice Report to claw back charges and prevent reoccurrence. Benchmark your rates quarterly for visibility over time.
3. Optimize Packaging: Because Every Inch Costs
Don’t ignore the weight/zone multiplier. Carriers LOVE dimensional weight. As zones shift and surcharges rise, oversized packages are now a double penalty. Smart brands:
- Use polybags or bubble mailers for soft goods
- Right-size boxes using cartonization logic
- Use postage scale logs to track size variance
It’s: smaller box → less DIM weight → fewer zones crossed → lower shipping expenses across your program.
4. Leverage USPS When It Makes Sense
With FedEx/UPS squeezing margins, USPS Ground Advantage and Media Mail suddenly look powerful again. They’re slower, yes, but for low-cost items, the trade-off can be entirely worth it.
USPS even rolled out Priority Next-Day service in over 60 markets (and growing), blurring the line between economy and faster options. That’s something to pinch-test.
Note: Priority Mail Next-Day is a separate, contract-only service for businesses with negotiated service agreements that offers next-day delivery to locations within 150 miles of participating USPS locations. Minimum volumes may apply.
5. Customer Communication = Margin Protection
Don’t hide slower service under a free shipping flag. Instead:
- During checkout, call out “Delivered in 4–7 business days via Economy Ground” with real-time tracking links.
- Offer delivery upgrades at purchase for fast-moving or high-value SKUs.
- Use delivery expectations as a conversion tool, not a surprise to the customer.
Clear language prevents complaints, WISMO cases, and refund requests that eat margins.
6. Regional Carriers & Hybrid Last-Mile Models
Major carriers aren’t always cheaper. Some brands are partnering with regional carriers or using local couriers in high-density zones. That often cuts costs without sacrificing delivery time.
Examples I’ve seen work:
- A local carrier picks up in NYC or LA, then delivers packages in bulk to FedEx/UPS/USPS for the final mile.
- A hybrid mix of FedEx/UPS + USPS for rural zones.
This strategy especially helps when mode-shifting lightweight volume away from big carriers. When you’re shipping high volume and low-margin items — think apparel, small electronics, beauty, or anything lightweight — every few cents saved per shipment adds up. These hybrid models help:
- Lower cost-per-package
- Improve delivery coverage in tricky zones
- Avoid rate hikes from major carriers
7. Explore Hybrid Fulfillment
If your 3PL is stuck in one location, you’re likely hitting long zones by default. Spreading inventory closer to customers can drastically reduce the average shipping zone and cost.
8. Re-evaluate your free shipping threshold
If your AOV is $42 and your average shipping cost is $14, you’re giving away margin with every “free” shipment.
Scale Faster with the World’s First Peer-to-Peer Fulfillment Network
Tap into a nationwide network of high-performance partner warehouses — expand capacity, cut shipping costs, and reach customers 1–2 days faster.
Explore Fulfillment NetworkFinal Thoughts: Deep Insights You Won’t Hear at Conferences
With national carrier surcharges climbing again, regional and hybrid carrier strategies aren’t a “nice-to-have”; they’re an edge. More brands will shift this way as delivery economics get tighter, especially for free shipping models or returns.
1. Carriers aren’t passing through costs, they’re engineering margin. Fuel surcharge hikes even as diesel drops prove the point.
2. Volume shifting is the insurer of margin in a hypercharged rate environment. But it demands smart segmentation; customers are willing to wait, until they aren’t.
3. Invoice audits deliver net margin boosts. Often reclaiming unseen dollars if you missed subtle new fees.
4. Packaging isn’t just aesthetics, it’s your Zone Minimizer 2.0. Even an inch past the threshold can break the unit cost math.
5. Communication is your invisible margin guardrail. Customers who understand delivery trade-offs don’t return orders or create customer service tickets; they convert quietly and joyfully.
Look, this isn’t a temporary blip; it’s a pricing realignment. There’s blood in the water. And those who treat it like a rounding error are the ones who’ll be squeezed hardest. With carriers shifting to aggressive surcharge strategies and volume declines ongoing, the brands that survive (and thrive) are those that pivot fast, audit hard, and control the conversation.
And you don’t need to choose between slow, cheap shipping and fast, expensive shipping. You need better shipping math. The brands winning in 2025 aren’t necessarily paying less; they’re paying smarter. Every package is a micro-optimization opportunity. And in this new era of quiet cost creep, your bottom line depends on seeing and solving for the full picture.
Frequently Asked Questions
Should I always redirect lightweight shipments to economy services?
If you’re scaling shipping and have many items under 3 lb, testing slower economy options like FedEx Ground Saver or USPS Ground Advantage is smart, especially when rate drops are significant and customer expectations can be managed.
How often should I audit shipping invoices?
Monthly or quarterly audits work best to catch fuel surcharge hikes, zone realignment fees, and other hidden charges that carriers apply mid-cycle without warning.
Are regional carriers worth the complexity?
Yes, in high-density zones they can cut costs by up to 20%, while reducing reliance on large-carrier surcharges. But you need solid tracking and exception management controls in place.
How can I package smarter to reduce DIM weight?
Use cartonization software to right-size boxes, choose bubble mailers or polybags for lightweight items, and keep a log of package size variances, especially if you’re using automated packing stations.
Will shifting ground volume hurt customer satisfaction?
Not if it’s communicated correctly. By clearly labeling delivery expectations and offering optional upgrades at checkout, most customers see slower ground as an acceptable trade-off for free or lower-cost shipping.
Turn Returns Into New Revenue
What Is Dunnage: Types, Uses, and Benefits
In this article
13 minutes
- Key Takeaways
- Defining Dunnage
- Types of Dunnage Materials
- Benefits of Using Dunnage
- Choosing the Right Dunnage
- Regulatory Compliance & Safety Standards
- Reusable Dunnage Options
- Improving Shipping Efficiency with Dunnage
- Tracking Dunnage Inventory
- Cost-Effective Dunnage Strategies
- The Future of Dunnage in Logistics
- Summary
- Frequently Asked Questions
Dunnage refers to materials used to protect goods during shipping by filling empty spaces and preventing movement. In this article, we will explore what dunnage is, as well as various types such as bubble wrap, wood, and foam, their uses, and the benefits of using dunnage for safe transportation.
Key Takeaways
- Dunnage is essential for protecting goods during shipping, preventing damage by filling voids and absorbing shocks.
- There are various types of dunnage materials, including bubble wrap, wood, and air pillows, each suited for different shipping needs.
- Investing in proper dunnage not only minimizes damages and returns but can also improve shipping efficiency and compliance with regulations.
Defining Dunnage
Dunnage refers to any robust material utilized in shipping. It serves to safeguard goods from damage. Its primary role is to fill empty spaces within packaging, preventing items from shifting and sustaining damage during transport. This can include anything from preventing scratches and dents to absorbing shocks and vibrations that occur during transit. Choosing the correct amount of dunnage helps businesses significantly reduce returns caused by damages, ensuring products arrive in perfect condition.
Dunnage is not just about protecting individual products; it also plays a crucial role in the overall safety and efficiency of shipping operations. Proper dunnage and steel dunnage ensure the well-being of individuals handling the shipments and maintain the integrity of the cargo protection, including crisscrossed dunnage and floor dunnage.
Whether you’re shipping fragile items that require more material or heavy goods that need structural support, understanding the various types of dunnage materials and fragile materials available can help you make informed decisions.
Slash Your Fulfillment Costs by Up to 30%
Cut shipping expenses by 30% and boost profit with Cahoot's AI-optimized fulfillment services and modern tech —no overheads and no humans required!
I'm Interested in Saving Time and MoneyTypes of Dunnage Materials
Dunnage materials come in various forms, each with unique characteristics suited for specific shipping needs. Common dunnage materials include:
- Bubble wrap
- Solid plastics
- Air pillows
- Wood
- Foam
- Paper-based materials
Knowing these materials helps in selecting the appropriate type of dunnage, providing optimal protection and efficiency during transit.
Bubble Wrap
Still one of the most common forms of protective dunnage, bubble wrap is a versatile packing material primarily used for shock absorption, making it ideal for protecting fragile items like glass and ceramics during shipping. It’s great for wrapping individual items, though traditional bubble wrap can generate static, so avoid it for electronics. Its popularity stems from its reliability and durability; however, it is not biodegradable, and burst bubbles can lose their protective ability over long hauls.
Even with these drawbacks, bubble wrap continues to be a preferred choice for many shippers because of its effectiveness in filling packaging gaps and protecting delicate items.
Solid Plastics
Solid plastic dunnage, often made from high-density polyethylene, is used for high-value industrial shipping due to its robustness and durability. This type of dunnage is particularly effective for protecting heavy and expensive items such as electronics, glass, and ceramics. Its moisture-blocking capabilities and ability to absorb spills further enhance its protective qualities.
Although solid plastics can be pricier, their durability makes them a valuable investment for high-value shipments.
Air Pillows
Air pillows are lightweight, air-filled plastic bags that:
- Provide cushioning and protection during shipping
- Serve as an efficient gap filler (especially in relatively snug boxes)
- Keep items stationary
- Absorb shocks during transport
Air pillows provide a cheap and reusable packaging solution, though they can lose effectiveness if they pop during transit. Their lightweight nature and low cost still make them popular for less fragile items, but they collapse under pressure, so don’t use them for heavy or sharp objects.
Wood Dunnage
Wood dunnage is commonly used for transporting large machinery and appliances. It is also suitable for electronics. It serves as a barrier between heavy goods, preventing damage and stabilizing items within shipping containers. Wooden pallets, considered a form of wood dunnage, provide a sturdy base for large, heavy products like construction materials. Wood is an affordable and ethically sourced material, making it a sustainable choice for dunnage.
For international shipments, wood must be heat-treated and stamped to meet ISPM-15 compliance, ensuring it is free from pests and contaminants.
Despite the need for treatment, wood’s reusability and structural integrity make it a reliable choice for heavy-duty dunnage applications.
Foam Dunnage

When you’re shipping fragile or high-value items, foam is your best friend. Foam dunnage is ideal for protecting delicate items such as electronics, glassware, and medical equipment during transit. Die-cut foam inserts prevent movement, absorb shock, and give off a high-end feel. It comes in two primary types: open-cell foam, which is excellent for cushioning, and closed-cell foam, which offers better moisture and chemical resistance.
Although foam dunnage can be recycled and reused, it is generally less eco-friendly compared to materials like kraft paper. Its lightweight and customizable nature still makes it suitable for various applications.
Molded Pulp or Paper Pulp Inserts
These are becoming increasingly popular as a sustainable alternative to foam. They’re sturdy, biodegradable, and great for consistent SKUs (e.g. candles, skincare jars).
Anti-Static Dunnage for Electronics
If you’re shipping semiconductors, electronics, or components, this is non-negotiable, as it prevents electrostatic discharge (ESD) damage during transport. Often made from foam or plastic treated with anti-static agents, this specialized dunnage ensures that sensitive electronic components remain safe from static electricity, which can cause significant damage if not properly managed.
Paper-Based Dunnage Materials
Paper-based dunnage, made from kraft or recycled paper, is the workhorse of eco-conscious brands. It’s versatile and recyclable, making it an eco-friendly and cost-effective cushioning material designed to fill voids in shipping boxes. Bonus: it makes unboxing feel more natural and “premium” for certain audiences.
Kraft paper is known for its strong tear resistance and cushioning capabilities, making it a popular choice for many shippers. Corrugated paper offers exceptional strength for heavy items while maintaining eco-friendly properties, addressing the growing customer demand for sustainable packaging solutions. It’s ideal for multi-unit shipments or bundled SKUs, as it prevents items from bumping into each other, and can be custom-fitted to boxes for maximum efficiency.
This type of dunnage is biodegradable and recyclable, making it a more sustainable option compared to plastic dunnage. Additionally, paper dunnage often costs less than plastic alternatives while providing comparable protection. Shredded paper, cardboard, or fill, is another paper-based option, serving as a recyclable alternative to packing peanuts and offering effective cushioning for lightweight products. Often used in boutique and gifting brands, it creates a luxurious feel, supports oddly shaped items, and keeps products stable. But beware: it can be messy and increase packaging time.
Custom Dunnage Solutions
Custom dunnage is key for shipping fragile or irregularly shaped items needing specific packaging dimensions. These tailored solutions protect valuable products by providing a perfect fit, ensuring better protection and stability during transit. Custom dunnage can be made from various materials, including foam, plastics, and metals, offering flexibility based on product needs.
Customization techniques, such as CNC cutting and molding, allow for the creation of dunnage that perfectly fits irregularly shaped products with very specific dimensions. Collaboration with dunnage providers can lead to uniquely tailored packaging solutions that enhance the protection of specific cargo.
While custom dunnage is often more expensive due to its bespoke nature, it is a worthwhile investment for businesses shipping high-value, fragile items.
Looking for a New 3PL? Start with this Free RFP Template
Cut weeks off your selection process. Avoid pitfalls. Get the only 3PL RFP checklist built for ecommerce brands, absolutely free.
Get My Free 3PL RFPBenefits of Using Dunnage
Dunnage materials play a critical role in securing shipments and keeping items stable during transportation, thereby minimizing the risk of movement that can lead to damage. Investing in proper dunnage helps businesses prevent costly replacements due to damaged goods, ensuring shipments arrive safely and intact.
The benefits of using dunnage include damage protection, moisture protection, and shock absorption, all of which contribute to the safe delivery of products.
Damage Protection
Dunnage plays a crucial role in absorbing shocks and vibrations, significantly reducing the risk of damage to goods. Proper use of dunnage can prevent fragile items such as delicate electronics and ornate glassware from being damaged during transport. Air pillows and dunnage bags are commonly used for filling voids and absorbing shock, ensuring the protection of sensitive items.
This not only enhances shipping safety but also minimizes shipping costs by reducing the likelihood of damage.
Moisture Protection
Moisture-resistant dunnage is essential for protecting products during transit, as moisture can cause significant damage. Certain dunnage types are designed to protect cargo from environmental factors, maintaining product integrity to protect goods.
For example, airbags not only protect against physical impacts but also help create barriers, maintaining moisture barriers and preventing damage from spills or humidity.
Shock Absorption
Effective dunnage materials, such as airbags and air pillows, provide excellent shock absorption properties, protecting delicate items during transit. Dunnage plays a crucial role in reducing the risk of damage caused by impacts during handling, ensuring that goods can absorb shock and be delivered safely and without damage.
Choosing the Right Dunnage
Selecting the right dunnage involves assessing the characteristics of the cargo, such as its fragility, weight, and shape. Businesses need to consider the types of products being shipped, the shipping methods used, and the specific packing options available. For example, wood is favored for its strength and versatility but may require additional protective measures for moisture-sensitive cargo. Custom dunnage solutions can be created to meet unique needs, ensuring enhanced protection and stability for specific cargo.
Regulatory compliance is also crucial when choosing dunnage, as various cargo types may have specific safety and legal requirements. Careful evaluation of these factors enables businesses to select the right dunnage materials, offering the best protection and regulatory compliance.
Regulatory Compliance & Safety Standards
Adhering to regulatory standards ensures the safe and legal transportation of goods. For example, ISPM-15 regulations require that wood dunnage used in international shipping be heat-treated and stamped to prevent the transfer of pests. Additionally, OSHA has specific load securement expectations that must be met to ensure the safety of cargo during transit.
Eco-label certifications can also play a significant role in demonstrating a commitment to sustainability. By adhering to these standards, businesses can ensure that their shipping practices are both safe and environmentally responsible.
Reusable Dunnage Options
Reusable dunnage options are not only environmentally sustainable but can also reduce long-term costs for businesses. Examples include:
- Wood dunnage, a renewable resource that can be reused multiple times.
- Foam dunnage, particularly types like expanded polypropylene (EPP), which is recyclable and supports eco-friendly packaging.
- Partnering with vendors who offer take-back programs or biodegradable materials to further enhance sustainability efforts.
Proper disposal or recycling of dunnage materials minimizes environmental impact. Implementing reuse practices and partnering with sustainable vendors helps businesses manage dunnage waste and packaging waste effectively, contributing to a greener shipping industry through the use of recycled materials.
Improving Shipping Efficiency with Dunnage
Dunnage streamlines the shipping process by optimizing shipping container space and reducing shipping costs. Materials like kraft paper and packing materials are cost-effective and ensure items arrive safely by minimizing in-transit movement. Air pillows provide cushioning for fragile items, further enhancing shipping efficiency. Businesses can also use dunnage to effectively ship products while maintaining safety.
Effective inventory management systems allow for real-time tracking of dunnage materials, ensuring their availability and location are continuously updated. Utilizing technology-driven solutions enhances decision-making in dunnage management by providing visibility into stock levels and usage patterns, ultimately improving overall shipping efficiency.
Tracking Dunnage Inventory
Tracking dunnage inventory is essential for maintaining adequate stock levels and avoiding supply shortages. An inventory management system allows businesses to monitor stock levels, usage rates, and reorder points, ensuring they have the necessary materials on hand when needed. Monitoring usage rates helps businesses understand how quickly dunnage is consumed, allowing for timely reorders.
Implementing best practices can enhance dunnage inventory management, including:
- Conducting regular audits
- Utilizing automated alerts
- Maintaining accurate records
- Setting reorder points based on usage rates
These practices allow businesses to effectively manage dunnage supplies and prevent waste.
Cost-Effective Dunnage Strategies
Cost-effective dunnage strategies balance quality and cost, allowing businesses to protect products during shipping without significantly raising overall shipping costs. Some cost-effective dunnage materials include kraft paper and corrugated paper, known for their protective qualities and affordability. Using lightweight dunnage materials can also reduce shipping expenses while still providing adequate protection.
To improve dunnage usage and shipping efficiency, consider the following strategies:
- Choose appropriately sized packaging for products to minimize dunnage waste and shipping costs.
- Utilize a digital logistics platform to optimize dunnage usage and enhance overall shipping efficiency.
- Maintain accurate records of dunnage inventory.
- Use data analytics to forecast future dunnage needs, allowing better planning and resource allocation to improve cost efficiency.
Scale Faster with the World’s First Peer-to-Peer Fulfillment Network
Tap into a nationwide network of high-performance partner warehouses — expand capacity, cut shipping costs, and reach customers 1–2 days faster.
Explore Fulfillment NetworkThe Future of Dunnage in Logistics
The future of dunnage in logistics lies in technology-driven optimization. AI-based dunnage optimization tools and 3D scanning for box size and void fill prediction are already transforming the industry. These technologies allow for more precise and efficient use of dunnage materials, reducing waste and improving protection for shipped goods.
Integrating dunnage planning into Warehouse Management Systems (WMS) or Transportation Management Systems (TMS) can further enhance shipping efficiency. As the shipping industry continues to evolve, the intelligent use of automation and optimization techniques will play a critical role in achieving faster fulfillment and reduced labor costs.
Summary
Understanding and utilizing the right dunnage materials is essential for ensuring the safe and efficient transportation of goods. From bubble wrap to custom solutions, each type of dunnage offers unique benefits and applications. By choosing the appropriate dunnage, businesses can protect their products from damage, moisture, and shocks, ultimately reducing costs and improving customer satisfaction.
As the logistics industry continues to innovate, the future of dunnage will be shaped by technological advancements and a growing emphasis on sustainability. By staying informed about the latest developments and best practices, businesses can optimize their shipping processes and contribute to a more sustainable and efficient future. So, make the smart choice, invest in proper dunnage, and watch your shipping operations thrive.
Frequently Asked Questions
What is dunnage?
Dunnage is the protective material used in shipping to fill empty spaces and prevent damage to goods by absorbing shocks and vibrations. It’s essential for keeping your items safe during transit!
What are some common types of dunnage materials?
You’ve got several options for dunnage materials, like bubble wrap, foam, wood, and air pillows. Each one helps protect your items during shipping and handling.
Why is regulatory compliance important for dunnage?
Regulatory compliance is important for dunnage because it guarantees the safe and legal transport of goods while meeting specific standards like ISPM-15 for wood materials. This not only protects your shipments but also helps avoid potential legal issues.
How can businesses track their dunnage inventory?
To effectively track dunnage inventory, businesses should utilize an inventory management system that keeps tabs on stock levels and usage rates. This way, they can always ensure they have the right materials available when needed.
What are the benefits of using reusable dunnage?
Using reusable dunnage is a smart choice because it’s environmentally friendly and can save your business money in the long run. Plus, with options like wood and foam dunnage, you’re supporting sustainability while cutting costs.
Turn Returns Into New Revenue
Cahoot vs ShipStation: Exploring ShipStation Alternatives
In this article
5 minutes
- The Hidden Cost of Holding On to ShipStation
- ⚠️ ShipStation Isn’t a Shipping Platform. It’s a Liability.
- 🧩 Disconnected Tools Create Real Damage
- 📦 Inventory Management — The Overlooked Engine of Fulfillment
- 🧠 Cahoot Is Built for Intelligent Commerce
- 🔥 Real Costs. Real Damage.
- 🛠️ Your Shipping Stack Shouldn’t Be a Frankenstein
- 🧱 PE-Owned, Product-Stalled: Why ShipStation Won’t Catch Up
- ⏳ Upgrade Before It Hurts
- 🚀 Ready for Shipping That Actually Saves You Money?
- Frequently Asked Questions
The Hidden Cost of Holding On to ShipStation
If you’re using ShipStation in 2025, you’re not shipping smarter — you’re bleeding margin.
⚠️ ShipStation Isn’t a Shipping Platform. It’s a Liability.
ShipStation was built when ecommerce was simple — one warehouse, one carrier, one label. But your brand isn’t in 2015 anymore. And neither is the market. Modern operations often span multiple locations, requiring intelligent automation across fulfillment, shipping, inventory, and returns. ShipStation can’t keep up.
🧩 Disconnected Tools Create Real Damage
ShipStation is a single-player tool in a multiplayer world. Here’s what happens when your ops stack doesn’t talk to itself:
|
Operational Failure
|
ShipStation Problem
|
Financial Impact
|
|---|---|---|
|
Wrong box used for shipping
|
No cartonization logic; using the wrong box increases dim weight. Choosing the right box and minimizing void fill reduces dimensional weight and saves on shipping costs.
|
Higher DIM → inflated label cost → lower margin
|
|
Overnight air shipment from wrong warehouse
|
No dynamic reassignment or SLA logic
|
$100+ per order to salvage reputation or avoid SFP strike
|
|
Duplicate effort during peak
|
No barcode verification, no smart routing
|
Mis-picks, reships, angry customers, team burnout
|
📦 Inventory Management — The Overlooked Engine of Fulfillment
Inventory management isn’t just a back-office task—it’s the engine that powers your entire fulfillment machine. In today’s ecommerce landscape, the way you manage inventory directly impacts shipping costs, customer satisfaction, and your ability to scale across multiple sales channels.
When inventory levels are dialed in, you avoid costly stockouts and overstock situations, ensuring that every order can be fulfilled quickly and accurately. This precision streamlines your order fulfillment workflow, slashing delays and keeping customers happy. Efficient inventory management also means you can optimize packaging materials and reduce dim weights, so you’re not paying extra to ship empty space.
Smart companies know that inventory isn’t just about what’s on the shelf—it’s about how fast and efficiently you can move it. By integrating inventory management with your shipping operations, you unlock new levels of efficiency, cut fulfillment costs, and deliver the kind of customer experience that keeps people coming back.
🧠 Cahoot Is Built for Intelligent Commerce
Cahoot’s system isn’t just about printing labels. It makes real-time decisions to improve performance, efficiently fulfill orders, protect your margins, enhance your customer experience, and keep your brand future-proof.
|
Cahoot Advantage
|
Result
|
|---|---|
|
AI-powered cartonization tied to packaging inventory
|
Lower DIM + no delays + better unboxing
|
|
SLA-aware shipping logic (Amazon SFP, Walmart 2-Day, etc.)
|
No late orders, no guesswork
|
|
Real-time warehouse reassignment + exception handling
|
Lower costs + higher reliability
|
|
Peer-to-peer fulfillment network
|
Scale with flexibility + resilience
|
|
Integrated post-purchase tools
|
Higher NPS, lower WISMO, verified return fraud detection
|
🔥 Real Costs. Real Damage.
Let’s talk numbers:
- $2.75 per order lost due to wrong packaging (on average)
- $98.00 for every overnight air label due to warehouse mismatch
- $1.20 per order from return fraud via unverified return systems
- Thousands in lost SFP eligibility revenue
Multiply that by 10,000 orders — and ShipStation’s “cheap” software just cost you a six-figure headache.
🛠️ Your Shipping Stack Shouldn’t Be a Frankenstein
Most ShipStation users bolt on plugins, Excel workarounds, and Slack fire drills. That’s not software — it’s survival mode.
Cahoot unifies:
- Fulfillment operations
- Smart shipping software
- Automated shipping workflow, including rate-shopping and packaging selection
- Post-purchase visibility
- AI-powered returns management
…in one connected, AI-first platform that improves efficiency, reduces costs, and enhances customer satisfaction.
🧱 PE-Owned, Product-Stalled: Why ShipStation Won’t Catch Up
ShipStation is owned by a private equity firm (Stamps.com). Innovation has slowed to a crawl. Meanwhile, the complexity of ecommerce logistics is accelerating. If your ops are growing, ShipStation will hold you back.
“Good enough” isn’t good enough when you’re scaling.
⏳ Upgrade Before It Hurts
The longer you wait, the more expensive it gets. Every missed SLA, every mistyped label, every oversized box chips away at your brand and your margins.
🚀 Ready for Shipping That Actually Saves You Money?
Switch to Cahoot.
Smarter automation. Fully integrated. Built for the next generation of ecommerce brands.
Frequently Asked Questions
What are the main problems with ShipStation?
ShipStation was built for simpler ecommerce operations. It lacks intelligent cartonization, dynamic warehouse reassignment, SLA-aware shipping logic, and integrated fraud-resistant returns—all critical for modern ecommerce brands scaling across multiple nodes and channels.
How does Cahoot compare to ShipStation?
Cahoot combines multi-node fulfillment, smart shipping software, and returns management in a single AI-powered platform. Unlike ShipStation, which requires bolt-on plugins and manual workarounds, Cahoot automates decision-making and reduces operational errors that cost brands thousands.
Can Cahoot replace ShipStation completely?
Yes. Cahoot offers all the key functions of shipping software—rate shopping, label generation, cartonization, SLA routing—plus fulfillment and returns in one platform. Brands looking to grow efficiently often find it’s a full replacement with added savings.
Is Cahoot only for large brands?
No. Cahoot supports brands at all stages—from growing DTC shops with a single warehouse to enterprise retailers with nationwide fulfillment needs. Our peer-to-peer fulfillment model makes advanced logistics accessible without massive overhead.
What’s the ROI of switching from ShipStation to Cahoot?
Brands typically see savings from reduced DIM weight, fewer SLA violations, fewer mis-picks and reships, and better returns fraud detection. These benefits add up quickly—often leading to six-figure annual savings depending on order volume.
Turn Returns Into New Revenue
Amazon Expands FBA Box Size: What Sellers Need to Know
In this article
4 minutes
The content of this article covers Amazon’s recent FBA box‐size update, the AWD implications, pros and cons of the change, smart questions to ask, seller feedback, Cahoot’s solution, and FAQs—all in one place.
What Really Changed, and Why It Matters
As of June 20, 2025, Amazon raised the maximum allowable carton length for FBA shipments from 25 inches to 36 inches. Width, height, and the 50-pound weight limit remain unchanged. If you’re wondering whether this move is a big deal, the answer is yes, but with caveats.
This change opens the door for smarter packaging strategies. Think: better product bundling, reduced outer box count, and possibly some cost savings on inbound shipping if you optimize correctly. But before you go redesigning every carton, hold up—this doesn’t necessarily extend to AWD (Amazon Warehousing and Distribution), where size restrictions still apply in most cases.
The AWD Confusion Factor
A lot of sellers on Amazon forums and LinkedIn have been asking: “Does this apply to AWD too?” The short answer is: no, not really. AWD still enforces its own packaging criteria, especially around conveyable cartons. One seller summed it up well: “FBA might let me go long now, but AWD’s still playing by the old rulebook.”
The takeaway? Don’t assume this is a one‐size‐fits‐all update. Multichannel sellers and anyone using AWD for upstream storage should keep using separate carton spec templates.
Slash Your Fulfillment Costs by Up to 30%
Cut shipping expenses by 30% and boost profit with Cahoot's AI-optimized fulfillment services and modern tech —no overheads and no humans required!
I'm Interested in Saving Time and MoneyWhy Amazon Made This Move Now
This isn’t random. 2025 has been packed with changes to FBA and AWD capacity policies, fees, and prep requirements. This latest shift comes after Amazon:
- Reduced peak storage limits to ~5 months of forecasted sales
- Rolled out smart storage rate tiers for AWD
- Cracked down on inventory performance metrics
In that context, the 36-inch change looks less like a gift and more like an efficiency nudge. Amazon wants you to ship smarter, not bigger. But if bigger helps you ship smarter, you now have the green light.
The Pros, and the Not-So-Obvious Cons
The Good:
The Gotchas:
Smart Questions to Ask Right Now
- Which of my ASINs can benefit from the 36-inch allowance?
- Are my 3PLs or prep centers even aware of the change?
- Do I need to maintain separate carton rules for FBA vs AWD?
- Is my packaging team trained to avoid dimensional-weight traps?
What Sellers Are Saying
One seller on the forums wrote, “It’s about time… my standard lamps have been costing me extra for repackaging for years.” Another added, “Unless AWD follows suit, this just adds another layer of complexity.”
We’re seeing the same split across LinkedIn: half of the brands are optimistic, the other half are cautious. Everyone wants more flexibility, but not at the cost of downstream penalties or confusion.
Looking for a New 3PL? Start with this Free RFP Template
Cut weeks off your selection process. Avoid pitfalls. Get the only 3PL RFP checklist built for ecommerce brands, absolutely free.
Get My Free 3PL RFPCahoot’s Edge: No Length Caps, No Guesswork
Here’s where we come in. At Cahoot, we don’t impose arbitrary box-length limits. Whether you ship 12 inches or 42 inches, our peer-to-peer fulfillment network accommodates your carton, not the other way around.
And because we operate channel-agnostic, there’s no need to split inventory or set up redundant prep processes just to comply with Amazon’s shifting rules. When Amazon changes the rules, we don’t scramble. Our systems are already built for flexibility.
Final Thought
Amazon’s carton-length change is an opportunity, if you know how to use it. It’s not a magic solution, but for the right SKUs, it can open up serious efficiency. Just make sure your fulfillment strategy isn’t relying on assumptions. Because at Amazon, the rules always change.
Frequently Asked Questions
What’s the new FBA box length limit?
The new maximum is 36 inches in length. Weight (50 lbs max), width, and height restrictions remain the same.
Does this apply to Amazon AWD?
No. AWD still enforces a 25-inch limit for conveyable cartons. Check your spec sheets before making changes.
Will this reduce shipping costs?
It can, especially if you bundle multiple units in one carton. But watch for dimensional weight traps.
Can Cahoot handle boxes over 36 inches?
Yes. Cahoot imposes no size limits on cartons, making it ideal for larger or irregularly shaped products.
Do I need to update my packaging workflows?
Probably. Most sellers will benefit from revisiting their pack plans and checking how their software handles the new dimensions.
Turn Returns Into New Revenue
How Can Shippers Use Rising Vacancies to Secure More Flexible, Cost-Effective Storage?
The U.S. warehouse market is shifting fast. Vacancy rates just hit 7.1% in Q2 2025, the highest level in over a decade. It’s a dramatic swing from the space-constrained chaos of just a few years ago, when pandemic-fueled demand sent shippers scrambling to lock in square footage at any price.
Today, those same warehouses are sitting partially empty. Sublease availability has surged past 225 million square feet, and developers have slashed new construction by 45% year-over-year. For brands and logistics teams still feeling whiplash from last year’s stockpiling wave, the current moment might look like a warning. But with the right strategy, it’s actually a window of opportunity.
The Hidden Cost of Empty Space
Leased square footage that sits idle is more than just a sunk cost; it’s a drag on cash flow, inventory turns, and operational efficiency. Many brands overcommitted during the supply chain panic and are now underutilizing expensive long-term leases. Rents, still averaging over $10 per square foot, haven’t dropped much due to lease lag. That means even as the market softens, the costs remain sticky.
If you’re a shipper sitting on more space than you need, it’s time to rethink your approach to storage. Subleasing is one option, but it isn’t always simple. Quality of sublease inventory can vary widely, and not every landlord is keen to play ball. That’s where more creative models are gaining traction.
Slash Your Fulfillment Costs by Up to 30%
Cut shipping expenses by 30% and boost profit with Cahoot's AI-optimized fulfillment services and modern tech —no overheads and no humans required!
I'm Interested in Saving Time and MoneyThe Rise of Flexible Storage Models
As traditional warehousing strains under cost and commitment, brands are exploring alternatives. Multi-tenant and shared warehouse spaces are becoming more viable for those with fluctuating demand. These environments allow shippers to expand or contract their footprint in real time, without the burden of long leases.
Another emerging option is the peer-to-peer fulfillment model. Platforms like the Cahoot P2P Fulfillment Network allow merchants to monetize their unused storage and fulfillment capacity by plugging into a distributed network of sellers. That means if you’re looking to get out of a lease, you might be able to repurpose your existing warehouse space as a revenue-generating node in someone else’s ecommerce operation. Or, if you’re winding down your lease entirely, you could still ship nationally using the Cahoot network without the overhead.
Negotiating From a Position of Strength
In softening warehouse markets like the Inland Empire, Dallas-Fort Worth, and even New Jersey, shippers are finding themselves in a rare buyer’s market. With construction down and sublease listings up, there’s leverage to negotiate short-term deals, flexible expansion clauses, and even tenant improvement credits, terms that would have been laughable in 2021.
But it takes planning. The key is to assess your demand cycles and real estate needs with brutal honesty. How much space do you truly need? Can your inventory strategy adapt to decentralized fulfillment? Would modular lease structures serve your business better than fixed commitments?
These are hard questions, but answering them now can create long-term resilience.
Timing the Real Estate Reset
Right now, we’re hearing from brands that are reevaluating every fixed cost on the books, and warehousing is near the top of the list. The companies that paused, audited their operations, and leaned into flexibility early are already seeing savings compound. One brand recently cut 40% of their storage expense by transitioning part of their fulfillment to Cahoot nodes; they didn’t lose autonomy, they gained agility.
That kind of agility is becoming a competitive advantage. It’s not just about finding cheaper storage, it’s about staying nimble when the market shifts again, and it will.
Looking for a New 3PL? Start with this Free RFP Template
Cut weeks off your selection process. Avoid pitfalls. Get the only 3PL RFP checklist built for ecommerce brands, absolutely free.
Get My Free 3PL RFPHow to Capitalize Now
This isn’t about gambling on the market. It’s about hedging against the next disruption while improving today’s bottom line. Whether that means subleasing, switching to a shared facility, or plugging into a P2P network, the goal is the same: reduce fixed costs, increase flexibility, and stay ready for whatever comes next.
The warehouse vacancy surge won’t last forever. But for shippers willing to act now, it’s a rare chance to shift from reactive leasing to a proactive strategy. Just make sure your space is working for you, not against you.
Frequently Asked Questions
What is driving the spike in warehouse vacancies in 2025?
The surge is largely due to pandemic-era overbuilding, reduced demand, and companies offloading excess space they acquired during the supply chain crunch of 2021–2023.
Why are rents still high despite rising vacancies?
Many leases were signed when the market was tight and are locked in for years. Landlords are not rushing to lower rates until those contracts come up for renewal.
What is a sublease, and is it worth considering?
A sublease is when a tenant leases out unused warehouse space to another company. It can be a cost-effective short-term option, but it requires due diligence on the space condition and lease terms.
What is peer-to-peer fulfillment?
Peer-to-peer fulfillment allows businesses to fulfill orders from each other’s warehouses using a shared technology platform like Cahoot. It’s a flexible and scalable alternative to owning or leasing large fulfillment centers.
How can smaller brands benefit from the warehouse vacancy trend?
Smaller brands can take advantage of shared warehouse spaces, short-term subleases, or P2P networks to avoid committing to expensive, long-term leases while maintaining nationwide shipping capabilities.
Turn Returns Into New Revenue
DTC Brands Are Dying Faster Than Ever
Ecommerce isn’t just cooling off; it’s contracting
In Q2 2025, Shopify store closures outpaced new installs for the first time ever: 1.5 closures per new store. That’s not a blip. That’s a reckoning.
Revenue for small DTC brands is down 25% year over year. The overall DTC market is down 9%. And consumer spending sentiment is the weakest it’s been since 2023. Just in April, 1% of DTC brands filed for Chapter 11. That’s a flood.
So what’s going on? Why now? And what can you actually do about it if you run a brand or support one?
The “Why” Behind the Collapse
Tariffs + Inventory = Cash Flow Crisis
Here’s the brutal math: tariffs go up; landed cost skyrockets. And a lot of brands placed orders ahead of the tariff hikes, only to watch demand dry up. Now they’re sitting on overpriced inventory they can’t move, tying up precious cash. Inventory isn’t just stuff on shelves; it’s money trapped in cardboard.
CAC Is Climbing; Retention Isn’t Saving You
Customer acquisition costs are going up, just as the effectiveness of paid channels is going down. Even retention can’t save you when consumers are delaying purchases or trading down to cheaper alternatives. Many brands already pulled future revenue forward during the 2020–2022 boom. Now, there’s nothing left to squeeze.
Post-COVID Saturation Is Real
Let’s be honest: not every brand deserves to exist. Many were spun up with plug-and-play toolkits and cheap paid ads. That worked when capital was cheap and consumers were bored. Now? The music stopped. And not everyone found a chair.
Slash Your Fulfillment Costs by Up to 30%
Cut shipping expenses by 30% and boost profit with Cahoot's AI-optimized fulfillment services and modern tech —no overheads and no humans required!
I'm Interested in Saving Time and MoneyWhy Now?
A few reasons:
- Macroeconomic headwinds: Tariffs, inflation, and consumer anxiety are colliding.
- The era of easy VC money is over: Brands are being forced to act like real businesses.
- Platform fatigue: Shopify, Amazon, and TikTok Shops are crowded and expensive to win on.
This isn’t just a cyclical dip; it’s a structural correction. We’re witnessing the clearing of an ecosystem that got way too crowded, way too fast.
Who’s Most Vulnerable?
Brands that were built on borrowed time and easy growth:
- Brands with high CACs and low AOVs
- Brands heavily reliant on paid social for discovery
- Brands with no supply chain flexibility
- Brands without real community, loyalty, or differentiation
Real examples:
- Flaus canceled a $30K Hamptons pop-up.
- Beau Ties of Vermont cut staff hours.
- Loftie saw lamp sales drop 80%.
What You Can Do
Audit Your Cash Flow Now
Know exactly how many months of runway you have, with and without new revenue. Get real about your burn and where the landmines are.
Recalculate Your CAC & Contribution Margins
Don’t just look at blended ROAS. Look at the actual contribution margin after fulfillment, returns, payment fees, and platform costs. If you’re underwater on a hero SKU, fix it or cut it.
Diversify Fulfillment & Cut Ops Costs
With tariffs, shipping surcharges, and inflation hitting from all angles, fulfillment is your biggest lever. Use it. A partner like Cahoot can unify fulfillment across channels, reduce shipping zones, and preserve margins.
Reprioritize Community, Not Just Campaigns
Start building real relationships, not just funneling ad dollars. Brands with real communities are taking less of a hit right now. That’s not a coincidence.
Looking for a New 3PL? Start with this Free RFP Template
Cut weeks off your selection process. Avoid pitfalls. Get the only 3PL RFP checklist built for ecommerce brands, absolutely free.
Get My Free 3PL RFPWhat the Future Looks Like
It’s going to get worse before it gets better.
Expect more closures, more acquisitions, and more consolidation. But also: the strongest brands, the ones with real margins, operational discipline, and customer loyalty, will finally have room to grow again.
This moment is painful, but it’s also clarifying. The ecosystem can’t support 100 brands selling the same $49 water bottle with a different logo. The brands that survive this cycle will be the ones that finally build a real business.
Frequently Asked Questions
What’s causing the DTC brand collapse in 2025?
Tariffs, inflation, rising customer acquisition costs, and oversaturation in key categories are squeezing margins and killing demand.
Why are so many Shopify stores shutting down?
Closures now outpace new installs. Many brands can’t survive rising CAC, unsold inventory, and cash flow pressure.
Are all DTC brands at risk?
Not all, but the most vulnerable are those reliant on paid acquisition, single-channel sales, or undifferentiated products.
Are Shopify brands more vulnerable than Amazon sellers?
Often, yes; Amazon sellers may have more built-in demand and streamlined fulfillment.
What categories are getting hit hardest by the economic pressures of 2025?
Home goods, wellness, and accessories have seen the sharpest demand drop.
What can DTC operators do right now?
Get ruthless on cash flow, margins, and operational flexibility. Cut burn, audit margins, diversify fulfillment, and refocus on loyalty and community. Flexible, scalable fulfillment can reduce overhead and improve margins, crucial for survival.
Citations
- Tariffs Trigger the Sharpest Drop in Online Spending in Over a Decade: Read more.
- Faced with economic anxiety, retailers pare expectations for the year: Read more.
- Brands grapple with strained cash flow amid tariffs: Read more.
- US prices for China-made goods rise faster than inflation, analysis shows, as tariffs bite: Read more.
- US prices for China-made goods sold on Amazon rising faster than inflation: Read more.
Turn Returns Into New Revenue
Top 12 In-House Shipping Mistakes That Are Eating Your Profits (and How to Fix Them)
In this article
36 minutes
- 1. Hiding or Misjudging Shipping Costs (Sticker Shock!)
- 2. Not Integrating Shipping Costs into Your Pricing (Undercharging and Losing Money)
- 3. Using the Wrong Packaging (Oversized, Overweight, or Under-protected)
- 4. Slapping Shipping Labels on Incorrectly or Incorrect Addresses
- 5. Forgetting Shipping Insurance for Valuable Orders
- 6. Sticking with One Shipping Carrier or Service for Everything
- 7. Slow Order Processing and Shipping Delays
- 8. Failing to Provide Tracking and Clear Communication
- 9. Ignoring International Shipping Complexities
- 10. Neglecting Returns and Reverse Logistics
- 11. Relying on Manual Processes and Outdated Systems
- 12. Not Recognizing When to Outsource or Partner Up
- Frequently Asked Questions
Running your own in-house fulfillment for an ecommerce business can feel empowering, as you have full control over your shipping process. But with great power comes great responsibility (and plenty of room for error!). The truth is, warehouse management and shipping operations are complex, and even minor mistakes can snowball into lost profits. Are your shipping practices silently draining money and upsetting customers? Let’s shine a light on the top 12 in-house shipping mistakes that might be chewing up your margins, and, importantly, how to fix them. We’ll cover everything from shipping costs fiascos to packaging materials problems, so you can tighten up your operation and keep both your customers and your finance team happy.
1. Hiding or Misjudging Shipping Costs (Sticker Shock!)
The Mistake: You’re not transparent about shipping fees, or you charge high shipping prices without a strategy. Maybe your website surprises customers with a big shipping fee at checkout, or you’re undercutting yourself by offering free shipping on everything without crunching the numbers. In-house teams sometimes set shipping charges arbitrarily, leading to either cart abandonment if too high or lost profit if too low. Shipping is not one-size-fits-all; get it wrong, and it hits both sales and profits.
Why It’s Eating Your Profits: If you’re overcharging, customers bail. If you’re undercharging (or offering “free shipping” that’s not baked into product prices), you absorb the cost. Consider that as many as 80% of consumers expect free shipping on online orders, and 48% will abandon their cart due to high shipping costs. That’s almost half of your potential sales gone because shipping turned them off. On the flip side, offering free or flat-rate shipping without accounting for it means you might be losing money on each order shipped. It’s a delicate balance.
How to Fix It: Develop a clear shipping strategy and communicate it. If possible, offer free shipping above a certain order value to encourage larger carts (this way, shipping is subsidized by a higher-margin order). For example, “Free shipping on orders over $50” is a common tactic. If you do charge shipping, be up-front about costs early in the checkout or even on product pages; nobody likes a surprise $15 shipping at the last step. It’s important to develop a pricing strategy that incorporates shipping costs to maintain a healthy profit margin. To figure out your rates, calculate your average shipping cost per package and decide how much you can absorb, and how you decide what to charge customers for shipping as part of your overall pricing strategy. You might find that using flat-rate shipping or zone-based rates works well. Also, regularly shop around with shipping carriers for better rates. As an in-house shipper, you can negotiate with carriers (UPS, FedEx, DHL, USPS, etc.), especially as your volume grows. Don’t forget to factor in packaging costs too. The key is to make shipping fees a neutral factor: not so high that they scare customers, but not so low that you take a loss. Many successful ecommerce sellers build the majority of the shipping cost into product pricing, so they can advertise “free shipping”; it’s psychologically powerful. Just be sure your overall pricing is still competitive after doing so.
Slash Your Fulfillment Costs by Up to 30%
Cut shipping expenses by 30% and boost profit with Cahoot's AI-optimized fulfillment services and modern tech —no overheads and no humans required!
I'm Interested in Saving Time and Money2. Not Integrating Shipping Costs into Your Pricing (Undercharging and Losing Money)
The Mistake: This is related to the above but deserves its own call-out. You treat shipping as an afterthought in your business model. Perhaps you set product prices without considering fulfillment expenses, picking, packing, and postage. Then you either offer free shipping or a flat low rate, and suddenly realize your profit margins have vanished. In-house operations often overlook indirect shipping costs, too: packing tape, boxes, shipping label printers, and even the labor cost of packing orders. All these are part of the shipping costs. If you’re not accounting for them, you might actually be selling at a loss once fulfillment is done, even if sales look good on paper.
Why It’s Eating Your Profits: Every dollar you spend getting an order out the door directly cuts into the order’s profit. If your average order is $30 and it costs you $10 to fulfill and ship it, you need to be making more than $20 gross profit on that order to net anything. Many businesses, in a rush to offer attractive prices, forget to factor in these costs and end up effectively paying for customers to take their products. It’s an insidious leak because you might not notice it until you do a careful analysis or your cash flow starts hurting.
How to Fix It: Do a thorough cost breakdown per order. Include direct carrier fees, packaging materials, and labor. Know your fully loaded cost to ship an average order. Then revisit your product pricing. You might need to raise prices a bit or set a minimum order for free shipping. Also, look for ways to cut the cost side: are you using the right box size to avoid dimensional weight upcharges? Could a lighter packing material reduce weight-based postage? Can you negotiate better rates with carriers? Additionally, consider shipping software or fulfillment solutions that can optimize costs (for example, rate-shopping software that picks the cheapest carrier for each package based on destination). Another pro tip: measure and weigh your products accurately and update those in your shipping system; many carriers charge based on dimensions/weight, and discrepancies can lead to unexpected surcharges. Cost control in shipping and fulfillment is essential to protect your bottom line and maintain profitability. Bottom line: make sure each order shipped is still profitable for your business by balancing the equation of price, cost, and shipping fee.
3. Using the Wrong Packaging (Oversized, Overweight, or Under-protected)
The Mistake: You grab whatever box is handy to ship a product, even if it’s way bigger than needed. Or you overpack with excessive padding “just to be safe.” Alternatively, the opposite, you skimp on protective packaging, and items arrive damaged. Using inappropriate packaging materials or box sizes is a classic in-house shipping error. It might seem minor, but it has big repercussions: shipping carriers charge by size and weight (dimensional weight), and bad packaging leads to product damage and returns.
Why It’s Eating Your Profits: Oversized boxes inflate your shipping costs unnecessarily. For instance, shipping a small item in a big box means you’re paying to ship a lot of air. Carriers will charge by dimensional weight if the box is large, which could cost far more than a snugger package. Those costs add up across hundreds of shipments. On the flip side, flimsy or insufficient packaging means more packages get damaged in transit. A broken product = a return or free replacement, plus shipping costs lost, and possibly a lost customer. Remember, over 60% of returns are due to shipping errors or product damage in transit. That statistic includes items that likely weren’t packed well. So, whether you’re over-packing or under-packing, you’re hurting the bottom line, either through higher fees or through lost inventory and customers.
How to Fix It: Optimize your packaging choices. Invest in a range of box sizes or mailer pouches and use the smallest package that safely fits the item. This minimizes wasted space and keeps dimensional weight down. For protection, use appropriate cushioning (bubble wrap, air pillows, packing paper), but don’t go overboard. You don’t need to wrap a durable item in ten feet of bubble wrap. A lean approach saves material costs and weight. Choosing the right packaging is essential for minimizing shipping costs while still protecting the product. If you find your team routinely using too large boxes because it’s “easier” or you only stock one size, it’s time to diversify your box inventory. Also, train staff on proper packing techniques; improper handling of packing can cause damage even with good materials (e.g., not enough cushioning on the bottom of a box). If breakage is a problem, do some tests: pack and drop test some products to see if your method holds up. There are eco-friendly packaging options too that can both protect items and appeal to eco-conscious customers (while possibly reducing weight). In short, right-size everything. This will cut shipping fees, reduce damage rates, and even make customers happier (nobody likes receiving a giant box for a tiny item or unboxing a beat-up product).
4. Slapping Shipping Labels on Incorrectly or Incorrect Addresses
The Mistake: You might be surprised how often this happens in-house: the wrong shipping label on the wrong box, or labels that fall off, or even handwriting errors if you do manual labels. Also, some businesses forget to double-check the customer’s address for completeness. A small label mix-up can send a package to the wrong customer, or no customer at all (return-to-sender black hole). It’s an easy mistake when you’re fulfilling orders in batches and not using systematic checks. Similarly, not including necessary shipping documents (like customs forms for international shipments) is a related mistake that leads to returns or delays.
Why It’s Eating Your Profits: A mislabeled shipment often means you have to reship the order at your cost (once the mistake is discovered). That’s double shipping cost, double packaging, and potentially a refund or appeasement to the customer who didn’t get their item on time. It’s essentially an unforced error that drains money and also hits your customer satisfaction. If the package goes to the wrong person, you might lose the product too (if they decide to keep the extra item). For international shipments, missing or incorrect documentation can cause the package to boomerang back or get stuck in customs, leading to frustrated customers and often you eating the cost of re-shipment or refunds. It’s not just money; your brand reputation suffers with each shipping mistake. Customers might forgive one mix-up with a sincere apology and quick fix, but consistent errors will drive them (and their friends) away.
How to Fix It: Implement a robust labeling and verification process. If you’re not using shipping software, strongly consider it; these systems can automatically pull the correct address and order info and print labels, reducing human error. Many will also let you scan order barcodes to match labels to orders. If you must do it manually, at least do a double check: e.g., two people verify the label matches the order, or compare the name on the label to the packing slip inside. Ensure labels are securely affixed (invest in a quality label printer and use the right label size; if taping paper labels, tape all around so it doesn’t peel). For address accuracy, use address validation tools (many shipping software have them built-in), they’ll flag if an address seems incomplete or invalid. For example, USPS has an API to standardize addresses. Train your team to eyeball addresses too (if an address lacks a street number or zip code, someone should catch that). For international, use your carrier’s online tools or software that prompts for all required info (tariff codes, customs description, etc.). Essentially, introduce checks and balances in your shipping process. It might slow things by 5 seconds per order to verify the label, but those 5 seconds are worth avoiding a $20 reship or a lost customer. Over time, as volume grows, you’ll definitely want automation here; mis-shipments don’t scale well!
5. Forgetting Shipping Insurance for Valuable Orders
The Mistake: You ship high-value items with only the standard carrier liability or no insurance at all. Perhaps you assume packages will arrive fine (most do), or you just never looked into insurance options. Many small in-house shippers skip insurance to save a few bucks, not realizing the one time a $500 order goes missing, they’re out that money. Carriers typically include only minimal coverage (e.g., shipping carriers like UPS/FedEx often include $100 of coverage by default). If you’re sending pricier products, that may not cover the cost if they’re lost or damaged.
Why It’s Eating Your Profits: If a package is lost in transit or stolen off a customer’s doorstep (hello, porch pirates!), and you didn’t insure it, you’ll likely have to send a free replacement or issue a refund out of pocket. That’s a direct hit to your bottom line. Even if you do have some default coverage, filing claims for reimbursement can be a pain and not always successful. So you might still end up eating the cost. One or two lost expensive shipments can wipe out the profit from dozens of other orders. It’s Murphy’s Law, the one time you skip insurance might be the time you really wish you had it.
How to Fix It: Adopt a sensible shipping insurance policy. You don’t need to insure every single package, which could indeed get costly. But set a threshold: for example, any order over a $X value gets insured. Many businesses pick a number like $100 or $200. Above that, either the customer can be offered insurance at checkout, or you can just include it for peace of mind. Shipping insurance provides peace of mind by allowing customers to recover the value of lost or damaged items, which can enhance customer satisfaction and trust. Shipping software or carrier websites usually make it easy to add insurance when creating the label; it’s often just a small fee per $100 of value. If you’re shipping extremely pricey items (like jewelry, high-end electronics), consider third-party insurance companies that specialize in parcel insurance; they might offer better rates or fewer hassles than carriers’ default insurance. And make sure you know the carrier’s rules: proper packaging and proof of value are often required for claims. If you do a lot of volume, check if your shipping carriers or insurance providers offer bulk insurance plans. The cost of insuring an item is usually quite low relative to the potential loss; it’s like an inexpensive safety net. Ultimately, you want to be in a position that if something goes wrong in transit, you’re not losing money (or at least you can recover most of it through a claim). Plus, it lets you confidently offer a free replacement to the customer without hurting your business, which is good customer service.
6. Sticking with One Shipping Carrier or Service for Everything
The Mistake: You have a favorite carrier and you blindly use them for all shipments, or you default to one shipping method (say, always ground shipping) without considering better options. It’s common for in-house operations to, for example, take everything to the local post office every day, or only use UPS for every package, or only offer standard shipping speeds. This loyalty or inertia can mean you’re not using the right shipping carrier or service level for each situation. Different carriers have different strengths: one might be cheaper for local deliveries, another for international deliveries, another for heavy packages, etc. Similarly, some items might really need expedited shipping to meet customer expectations, while others are fine going slower.
Why It’s Eating Your Profits: By not shopping around, you could be overpaying. For instance, maybe USPS flat-rate boxes could save you money on small, heavy items, but you’re using FedEx and paying more. Or you’re sending everything priority air when many customers would have been fine with ground, meaning you’re spending extra without reason (I have a great story about this…connect with me on LinkedIn and I’ll share it with you). Also, if you don’t consider distance and shipping zones, you might ship cross-country from one warehouse when it might have been cheaper to split inventory or use a fulfillment partner on the other coast (if your volume justifies that). Additionally, relying on one carrier means that if they have a service outage or rate hike, you’re stuck. And finally, customers have different needs; some want it fast, some are okay waiting. If you don’t offer, say, an expedited shipping option, you might lose impatient customers. Conversely, if you only offer expensive express shipping, budget-conscious customers bail.
How to Fix It: Compare and diversify. Regularly compare shipping rates across carriers—USPS, UPS, FedEx, DHL, regional carriers—especially as rates change annually. Use shipping rate calculators or multi-carrier shipping software that automatically picks the cheapest label for each order based on weight/zone/delivery time. Often, a hybrid approach works best: e.g., USPS for lightweight residential packages, UPS/FedEx for heavier or business addresses, DHL for international, etc. Also consider offering multiple shipping options at checkout (standard, expedited, overnight). That way, customers can choose to pay more for fast delivery or save money and wait. It sets the right expectation, and you’re not footing the bill for express unnecessarily. Evaluate different shipping methods to optimize both efficiency and cost, as the right mix of shipping methods can improve your fulfillment process and customer satisfaction. Another tip: look into zone skipping or fulfillment centers in different regions if your business is growing, for example, partnering with a network like Cahoot or using a 3PL to place some stock closer to the West Coast if you ship a lot there, to cut down zones and costs. And negotiate; carriers often give volume discounts. If you’ve been giving one carrier all your business, you might actually use that as leverage to ask for better rates, or use competitive quotes to get a discount. Bulk shipments can help you secure even better rates and further improve your shipping strategy, especially if you regularly send large quantities of packages. The goal is to use the right tool for the job for each shipment. It might add a bit of complexity to manage multiple carriers, but with software and a little setup, you’ll save money and improve transit times. Plus, having backups ensures you’re not completely hamstrung if one carrier has delays (like we see every holiday season or during weather events).
If you sell through multiple channels, such as your website and online marketplaces, make sure your shipping and order management systems are integrated. This helps you manage inventory, synchronize orders in real time, and streamline fulfillment to prevent overselling.
Looking for a New 3PL? Start with this Free RFP Template
Cut weeks off your selection process. Avoid pitfalls. Get the only 3PL RFP checklist built for ecommerce brands, absolutely free.
Get My Free 3PL RFP7. Slow Order Processing and Shipping Delays
The Mistake: Orders come in… and they sit. Maybe your team is small, or inventory is disorganized, or you simply don’t have a sense of urgency. In-house fulfillment sometimes falls into a lax routine: “We’ll ship orders twice a week” or “It takes us 3–4 days to get an order out the door.” Unlike big fulfillment centers that operate daily, a small business might let orders queue up. Alternatively, you might find yourself forced to delay because you run out of packing time, or products aren’t located quickly (a warehouse management issue). The result is slow shipping from the customer’s perspective, and delays in order fulfillment can directly impact customer satisfaction.
Why It’s Eating Your Profits: Today’s customer expectations are sky-high. People are spoiled by Amazon Prime’s 1–2 day delivery, and even other retailers stepping up their game. If your processing is slow, the whole delivery is slow, leading to customer dissatisfaction, bad reviews, or even order cancellations/chargebacks. A customer might tolerate a one-week delivery if told upfront, but if you promise quick shipping and then delay, you’ve got a problem. Furthermore, slow turnaround can mess with cash flow (you aren’t collecting payment until shipped in some platforms) and cause operational pile-ups (orders bunching up, causing errors). Worst case, a competitor could swoop in; if you sell on marketplaces like Amazon or eBay and take too long, the buyer might go elsewhere, or you could get penalized by the platform for slow handling. On your own site, you’ll see lost future sales from unhappy customers. Essentially, shipping delays hurt your reputation and can shrink your repeat business. Customers remember if it took forever to get their order.
How to Fix It: Streamline and speed up your fulfillment process. First, set a standard: e.g., “All orders ship within 1 business day” (or 2 days if one day isn’t feasible yet). For businesses able to process orders quickly, offering same-day delivery can be a major competitive advantage and significantly improve the customer experience. Then organize your operation to meet it. This means efficient order processing (integrate your ecommerce platform with a fulfillment system so orders print automatically, etc.), and efficient picking and packing. Arrange your warehouse or stockroom for logical picking routes; keep popular items near the packing station. Batch process orders when possible (but don’t batch so much that you delay some). Essentially, treat fulfillment as a daily task, not something to procrastinate. If volume is too high for your current staff, consider hiring extra help or shifting people from other tasks during peak times. Automation can help too, even simple things like a conveyor or cart to move orders, or software that prioritizes orders by shipping speed. Another angle: communicate accurately with customers. If something will be delayed (maybe an item is back-ordered for a few days), let them know immediately. Customers are more forgiving if informed. But generally, to compete in ecommerce in 2025, you should aim to exceed customers’ delivery expectations. If you can’t do 2-day shipping, you can at least excel at fast handling so that the only delay is the carrier transit. One more tip: monitor your shipping metrics, average handling time, percentage of orders shipped late, etc. If you see slip-ups, dig into why (e.g., “Mondays we’re swamped catching up on weekend orders; let’s consider weekend shifts or a better system”). By speeding up your in-house fulfillment, you’ll delight customers and avoid the profit-killers of cancelled orders or appeasement discounts. Streamlining your shipping and order fulfillment process helps you exceed customer expectations and build long-term loyalty.
8. Failing to Provide Tracking and Clear Communication
The Mistake: You ship orders out and assume the job’s done. The customer, however, is left in the dark about where their package is. Not sending tracking numbers or shipping confirmation emails is a common oversight, especially for smaller operations. Or maybe you have tracking, but you’re not proactively communicating delays or issues. Customers might have to chase you down to ask, “Where’s my order?” If your ecommerce platform or process doesn’t automatically notify customers of shipment status, this is a big gap.
Why It’s Eating Your Profits: Lack of communication doesn’t directly charge you money, but it creates customer anxiety and dissatisfaction. A confused or worried customer is more likely to file a chargeback (“item not received”) or leave a negative review or bombard your customer service (taking up your time, which is a cost). In worst-case scenarios, they might refuse delivery or send the item back because they lost trust that it would arrive. Also, from a brand perspective, providing tracking is such a basic expectation now that not doing so makes your business look amateur, which can erode customer confidence in buying from you again. Remember, you want repeat buyers; one-and-done sales are not as profitable long-term. So anything that undercuts loyalty (like a bad shipping experience) ultimately eats into future profits.
How to Fix It: Communicate, communicate, communicate. It’s not hard these days to automate this. Use your shopping cart or marketplace’s notification system, or a shipping software that emails tracking info to the customer as soon as you buy the label. Make sure the email includes the carrier and tracking number link. Many customers will track the package themselves (some obsessively). Also, consider adding a delivery confirmation email, for example, a note that says “Your order was delivered today, we hope everything’s great!” This not only reassures them, but can prompt them to reach out if they didn’t actually receive it (so you can address it promptly, rather than finding out days or weeks later via a complaint). For transparency, have a clear shipping policy page on your website that tells customers how long order processing takes, what carriers you use, and how they’ll get tracking info. Keep customers updated on the status of their customer’s order, from processing to delivery, so they always know where their customer’s order stands. If you face a delay (say a sudden backlog or a stock issue), proactively email affected customers with an apology and new ETA, maybe even offer a small coupon for the inconvenience if it’s significant. Customers value honesty. It’s amazing how a potentially angry customer can turn understanding when you pre-emptively explain the situation instead of them having to ask. Essentially, treat customers how you’d want to be treated when waiting for an online order. Keep them in the loop. It costs almost nothing and can significantly increase customer satisfaction, leading to repeat sales instead of refunds or negative word-of-mouth.
9. Ignoring International Shipping Complexities
The Mistake: Selling globally can be a huge growth area, but it’s easy to mess up. A common mistake is treating an international order like a domestic one. That could mean not filling out customs paperwork properly, not calculating duties/taxes, or using the wrong carriers for international routes. Shipping internationally comes with unique challenges, such as navigating complex cross-border regulations and understanding the global supply chain to avoid costly delays. Maybe you don’t label the package with the right HS code or a detailed description, or you underdeclare value, thinking it’ll slip through (risky and not legit!). Also, not considering the best shipping method, e.g., sending an international package via an expensive service by default, or conversely, choosing a super cheap, slow mail service without telling the customer the trade-offs.
Why It’s Eating Your Profits: International mistakes can be costly. A package held or returned by customs due to incorrect paperwork means you might be refunding the customer and paying return shipping (or abandoning the shipment entirely, losing product and shipping cost). If you didn’t make it clear who pays import duties (you or the customer), you might get hit with unexpected bills or angry customers faced with COD charges on delivery. Using the wrong carrier or service can mean you paid, say, $100 for a shipment that could have been $40 with a different solution, multiply that by many orders, and ouch. Also, international shipping without tracking or with extremely long transit can lead to a high customer support burden and refunds (“it never arrived”, even if it’s just delayed). In summary, the global arena has lots of pitfalls that can directly and indirectly cost you money.
How to Fix It: Get educated on international shipping or use services that simplify it. First, decide if you want to ship worldwide or only to certain countries. It’s okay to start small (maybe you only do Canada and the UK at first, for example). For each country, learn the basics: what customs forms are needed? (Usually a commercial invoice or CN22/CN23 form). What are the international shipping options? Postal services (like USPS First Class International) are cheap but can be slow and have limited tracking; express couriers (UPS, DHL Express, FedEx) are fast and reliable but pricey. A good strategy is to offer customers a choice: economical vs express. Use carrier tools or third-party logistics providers that handle international shipping all day long; they often have software to generate the forms and even calculate duties. Efficient ecommerce shipping operations are essential for managing international orders, coordinating with carriers, and ensuring smooth delivery across borders. Speaking of duties, decide if you’ll send DDU (duties unpaid, customer pays on arrival) or DDP (duties paid, you prepay them). Customers appreciate knowing this upfront. Many ecommerce businesses opt for DDP to provide a better experience, though it means you pay those fees (just incorporate them into what you charge for international shipping). Modern shipping software (see a pattern here?) can once again be a lifesaver; many have integrations for cross-border shipping that will print proper labels, customs documents, and even estimate taxes. Also, ensure your product descriptions on customs forms are accurate and honest, don’t try to get cute with “gift” or under-valuing; not only is it illegal in many places, it often backfires and gets packages held. Lastly, maybe set up some content on your site for international buyers, e.g., “We ship internationally from the US. Please allow 2–4 weeks for delivery via economy post. Any customs fees are the buyer’s responsibility.” This manages expectations. As you streamline, you might find some carriers excel: e.g., DHL Express is expensive but extremely fast worldwide and often worth it for higher-value orders. USPS/Postal might be great for small, low-value goods to certain countries. It’s all about matching the service to the order. Don’t ignore those details, master them, and you’ll open your biz to the world without bleeding profit from mistakes.
10. Neglecting Returns and Reverse Logistics
The Mistake: Many sellers focus on outbound shipping and forget that things often come back. If you don’t have a clear returns management process, you might handle each return in a panic, or worse, ignore them. Some in-house operations make returns hard for customers (no included return label, slow refunds), which frustrates people. Others might be too lenient (accepting anything back even beyond policy). Also, failing to inspect returned items can lead to reshipping a faulty product to the next customer. A disorganized returns area in your warehouse is another sign of trouble, with piles of opened packages with no system. In short, treating returns as an afterthought is a mistake.
Why It’s Eating Your Profits: Returns are a cost of doing business in ecommerce (especially in certain categories like apparel). If not handled efficiently, they can double your shipping costs (outbound and inbound) with no revenue to show for it. A clunky returns process can lose you future sales, and customer dissatisfaction skyrockets if they can’t easily return a problematic item or wait forever for a refund. They might blast you on social media or never purchase again. On the flip side, if you don’t evaluate returns, you might be missing patterns (e.g., a product that keeps breaking in shipping, indicating a packaging fix needed, or perhaps a size issue causing exchanges). Not restocking resalable returns promptly is another profit leak—that’s inventory you paid for sitting idle. And of course, paying for return shipping on avoidable returns (like sending the wrong items leading to returns) is just money down the drain.
How to Fix It: Develop a clear, customer-friendly returns workflow. Define your return policy (e.g., 30 days, new condition, etc.) and stick to it, but also make it easy for the customer. Including a return shipping label in the box or an easy online returns portal can streamline things (you can deduct return shipping cost from refund if that’s your policy, or offer free returns if your margin allows—many customers expect free returns now, which can be a selling point). Once a return comes in, inspect it quickly. Decide: is it resaleable? If yes, return it to stock immediately (update inventory in your system). If not, decide if it can be refurbished, sold as open-box, or needs to be written off. Track reasons for returns; this data is gold. Maybe a certain product has a 15% return rate, all citing “didn’t fit”; you might need better size charts or product descriptions. Or if a lot of items come back damaged, re-evaluate the packaging or the product’s durability. Set up a designated area and process for returns so they don’t get mixed up with outgoing shipments. For customer communication: notify them when you receive the return and when the refund is processed (people get antsy about their money; timely refunds build trust). It might sound like extra work, but a smooth reverse logistics process can actually save sales. Often, a customer who has a good, painless return experience will give you another chance and order an alternative or replacement. If the return process is awful, they’ll walk away, and you lose that lifetime value. Also consider if you can reduce returns proactively: e.g., provide more info to customers pre-purchase (reduce the chance they buy the wrong item or size). As part of your sustainability efforts, implement a program to encourage customers to return packaging materials for reuse or recycling. But no matter what, some returns are inevitable; handle them efficiently to recoup losses. Bonus: if returns are overwhelming you, there are 3PL services and return-processing companies that can help. But an in-house team can manage if you give it the attention it deserves.
11. Relying on Manual Processes and Outdated Systems
The Mistake: You’re doing everything by hand, typing addresses, deciding carrier by gut, managing inventory in spreadsheets, etc. This might work when you have 5 orders a day, but at 50 or 500, it’s a recipe for errors and burnout. Warehouse management challenges grow as order volume increases. Without automation, mistakes slip through (wrong items picked, missed orders, etc.), and efficiency remains low. If you haven’t adopted any shipping software, inventory tracking system, or automation tools, you’re essentially flying blind and slow.
Why It’s Eating Your Profits: Manual work is labor-intensive and error-prone. Labor costs money; if it takes 10 minutes to process and ship one order by hand, that severely limits how many orders one employee can handle in a day, meaning you either cap sales or hire more people (at more cost). Errors due to manual processes (sending the wrong product, mis-typing an address) have the costs we discussed earlier—reshipping, refunds, etc.—and lacking an integrated system means you might not have real-time inventory counts, leading to overselling (selling something you don’t actually have in stock). Oversells lead to cancelled orders or split shipments later, which again cost you in customer trust and possibly extra shipping. Not using shipping software likely means you’re missing out on discounted shipping rates, too. Many platforms have rate discounts or let you compare easily. Overall, an inefficient operation bleeds money slowly but surely: overtime hours, extra staff, higher error rates, and even slower shipping speeds (which, as we saw, can risk customer loyalty).
How to Fix It: Embrace technology and automation in your fulfillment operations. This doesn’t mean you need fancy robots (though autonomous mobile robots for picking are a thing in large warehouses!). Start with software: a good order management system (OMS) or shipping software can import orders from your sales channels and integrate with your ecommerce website for efficient order management, help you pick and pack systematically (with picking lists or even barcode scanning), and print labels in bulk with the best carrier rates. There are also warehouse management systems (WMS) that track bin locations and monitor warehouse inventory in real time, so even a new worker can find products quickly and ensure accurate fulfillment. If you’re a small biz, even an off-the-shelf solution like Cahoot, ShipStation, or others can dramatically cut your fulfillment time and errors. They also integrate with inventory management, updating stock levels after each sale automatically across channels, preventing oversells on your ecommerce website and marketplaces. Batch processing orders in software can turn that 10-minute manual job into a 1-minute automated job. Automation rules can pick the cheapest carrier for each order, so you don’t have to think about it.
Seamless integration between your shipping system and ecommerce platforms streamlines order processing, connects your sales channels, and ensures efficient fulfillment from order to delivery.
Over time, also consider semi-automated equipment: e.g., a label printer (a must-have, if you’re still cutting and taping paper labels, stop!), maybe a barcode scanner system to verify picks, even conveyor belts or packing station setups that streamline the picking process. Yes, there’s an upfront cost to tools and software, but the ROI is usually high. Reducing errors and increasing throughput means more orders out with less labor, which either saves cost or frees your team to focus on growth tasks. Plus, these systems often provide analytics, so you can spot where bottlenecks are, see if you’re spending too much on certain shipping routes, etc. In 2025, even small ecommerce businesses are adopting fairly advanced tech to remain competitive. The playing field is leveling, and cloud-based systems are affordable. If you want to keep up, ditch the pen-and-paper or spreadsheet method for something more robust. Your margins will thank you.
Scale Faster with the World’s First Peer-to-Peer Fulfillment Network
Tap into a nationwide network of high-performance partner warehouses — expand capacity, cut shipping costs, and reach customers 1–2 days faster.
Explore Fulfillment Network12. Not Recognizing When to Outsource or Partner Up
The Mistake: Last but not least, a strategic mistake: holding on to in-house fulfillment when it’s no longer the best option. This can manifest as you growing beyond your storage space or capacity but still insisting “we’ll handle it ourselves” while service quality suffers. Or not investing in additional staff when order volume doubles, leading to all the issues above. Some entrepreneurs wear it as a badge of honor to do everything in-house, but sometimes that pride can hurt profits and growth. If your shipping is consistently behind, error-prone, or limiting your expansion (like you can’t offer 2-day delivery nationwide but competitors can), it might be time to consider outsourcing to a fulfillment center or using a hybrid approach.
Why It’s Eating Your Profits: When you’re over capacity, mistakes and delays pile up, and we’ve covered how those cost money (refunds, lost customers). Also, you might be missing sales opportunities. For example, if you can’t fulfill orders fast enough, you might have to put your online store on pause during peak times (losing revenue), or you can’t scale up marketing because your warehouse can’t handle more orders. Labor is another aspect: if unemployment is low, finding and keeping warehouse workers at competitive wages might be challenging and expensive. Labor shortages can make it even more difficult for a business owner to maintain efficient in-house fulfillment, leading to increased labor costs and operational headaches. Ecommerce businesses must carefully evaluate their fulfillment strategy to maintain cost control and customer satisfaction. In contrast, a professional fulfillment center can often do it more efficiently at scale. Not leveraging emerging technologies or expertise that fulfillment companies have means you might be operating sub-optimally. Basically, if in-house is becoming the bottleneck or a money pit, sticking to it will be harmful.
How to Fix It: Evaluate your fulfillment strategy regularly. There’s no one-size-fits-all; in-house can be great for some businesses, but know the signs when you might need help. Those signs include: routinely working overtime to ship orders, significant error rates, inability to meet shipping-time expectations, storage overflow (stacking boxes in your bathroom?), or simply that you’d rather focus on marketing and product development than packing boxes all day. If these are true, explore options. Outsourcing doesn’t have to mean giving up control completely. You could start by partnering with a 3PL (third-party logistics) provider for a portion of your orders (maybe just your East Coast orders ship from an East Coast 3PL to reduce zones, for example). There are also innovative fulfillment networks like Cahoot, where you can collaborate with other warehouses to get closer to customers. These solutions can often lower your shipping zones and costs, and enable things like 2-day delivery nationwide by distributing inventory, something tough to do solo unless you open multiple warehouses yourself. Financially, compare the costs: sometimes paying a fulfillment fee per order is actually cheaper than your in-house cost when you factor in rent, salaries, and shipping inefficiencies. Even if it’s a bit higher, the trade-off might be worth it if it buys you back time to grow the business. Also, outsourcing doesn’t have to be all or nothing; some companies keep fulfilling their best-selling SKUs in-house and outsource long-tail or heavy items, or vice versa. The key is not letting stubbornness or habit dictate your logistics. Be open to change if it makes business sense. Market trends in ecommerce are toward faster and cheaper shipping. Partnering with experts can help you keep up. At the end of the day, the goal is a seamless, cost-effective shipping operation that delights customers. Whether that’s in your garage or in a pro fulfillment center, or a mix of both, should be determined by numbers and service quality, not just sentiment.
Running in-house shipping has its challenges, but the good news is that each of these mistakes has a solution. By addressing these 12 areas, you can transform your shipping from a profit-draining headache into a well-oiled machine (or at least a less squeaky one). Every efficiency gained or error avoided directly saves you money, and often improves the customer experience too. In ecommerce, logistics is the business. Get it right, and you’ll not only stop leaks in profitability but also build a reputation for reliability that sets you apart. And remember, you’re not alone; tools, technology, and partners (like Cahoot for fulfillment, as a shameless plug) are available to help even smaller businesses achieve big-league shipping performance. Happy shipping!
Frequently Asked Questions
What’s the most common shipping mistake?
Poor carrier selection that inflates costs or causes delays.
How does packaging affect shipping costs?
Wrong box sizes and materials raise dimensional weight fees and damage risk.
Is free shipping always a good strategy?
Not if it kills your margins; balance cost and customer expectation.
How do disconnected systems create problems?
They cause delays, errors, and extra labor from double entry or poor tracking.
Can automation solve most of these issues?
Yes, smart shipping software reduces errors and labor while improving efficiency.
Turn Returns Into New Revenue
Using Rithum to Optimize Multi-Channel Fulfillment and Dropshipping
In this article
9 minutes
- What Is Rithum?
- Rithum at a Glance
- Core Capabilities: Rithum Modules Explained
- Why Rithum Matters for Modern Commerce
- Use Case: A Dropshipping Brand Using Rithum
- Brands and Retailers Benefiting from Rithum
- Challenges to Be Aware Of
- How Rithum Compares to Other Platforms
- Where Cahoot Fits In
- Final Thoughts
- Frequently Asked Questions
Rithum isn’t just a rebrand, it’s a reinvention. Born from the merger of ChannelAdvisor, CommerceHub, and DSCO, Rithum is now one of the most powerful platforms for brands, retailers, and suppliers navigating the connected ecommerce world. According to Rithum’s CEO, the rebrand marks the beginning of a new era focused on innovation, growth, and supporting customers at every stage of their journey. With over $50 billion in GMV flowing through its pipelines annually, Rithum is quietly powering some of the world’s greatest brands, and making optimized consumer shopping journeys feel seamless.
If your ecommerce strategy includes multi-channel order fulfillment, dropshipping, and scalable growth, Rithum might be the platform you didn’t know you needed. Rithum supports businesses from the very beginning of their ecommerce journey, streamlining onboarding and initial setup to ensure a smooth start.
What Is Rithum?
Rithum is a multi-module platform focused on creating connected ecommerce experiences. It brings together marketing, commerce, delivery, and discovery into one scalable solution, helping brands and retailers operate more efficiently across marketplaces, DTC sites, retail media networks, and fulfillment channels. Rithum is designed to help launch, manage, and grow any type of ecommerce business, supporting the entire commerce operation from inventory management to multi-channel sales.
In other words, Rithum gives you the tools to grow sales, manage inventory, expand fulfillment, automate operations, and scale, all from a centralized command center. It’s built for the brands, retailers, and suppliers who want to stop juggling disconnected systems and finally integrate everything, supporting users every step of the way as they integrate their systems.
Slash Your Fulfillment Costs by Up to 30%
Cut shipping expenses by 30% and boost profit with Cahoot's AI-optimized fulfillment services and modern tech —no overheads and no humans required!
I'm Interested in Saving Time and MoneyRithum at a Glance
- Annual GMV: $50+ billion
- Order Volume: Over 400 million orders processed per year
- Products Listed: 2.4 billion+ SKUs across 420+ channels
- Customer Base: 40,000+ companies, including major global retailers and niche DTC brands
- Trusted by the industry’s leading retailers and brands: Rithum supports the growth and profitability of retailers and brands across the ecommerce ecosystem.
- Legacy: Combines the capabilities of ChannelAdvisor, CommerceHub, DSCO, Cadeera, and more
That’s not just a lot of scale, it’s a lot of trust. Rithum powers commerce infrastructure for companies ranging from Fortune 500 retailers to fast-growing ecommerce entrepreneurs. As the industry’s most trusted commerce platform, Rithum delivers comprehensive solutions for retailers and brands navigating today’s market challenges.
Core Capabilities: Rithum Modules Explained
Rithum’s strength lies in its modular architecture. Businesses can tap into one, two, or all four of the core modules depending on their needs. Rithum supports businesses at every step, whether they choose a single module or implement the full suite, ensuring a smooth progression through each stage of their journey.
1. Commerce Solutions
This is the backbone. Rithum enables sellers to list products across hundreds of marketplaces, websites, social platforms, and retail sites, streamlining data sync, inventory updates, and pricing strategies.
Whether it’s Amazon, Walmart, Target Plus, Zalando, or your own Shopify site, Rithum’s software lets you manage product listings from one place. You can push updates to every sales channel instantly and reduce the lag that costs time, money, and customers.
2. Marketing Solutions
Rithum helps brands drive performance across paid search, social ads, and retail media networks. Think: Google Shopping, Meta Ads, Instacart, Criteo, Roundel, CitrusAd, you name it.
You can create optimized campaigns directly inside Rithum’s platform and integrate with leading analytics tools to tie ad spend to order fulfillment and margin impact. This means tighter control over ROAS, and faster decisions on what’s working and what isn’t.
3. Delivery Solutions
Order fulfillment isn’t just about speed, it’s about flexibility. Rithum’s delivery solutions automate routing based on inventory availability, warehouse proximity, shipping method, and cost-efficiency. This includes direct-to-consumer fulfillment, third-party logistics (3PL), and dropshipping.
Even better, Rithum integrates with Amazon MCF (Multi-Channel Fulfillment), letting brands use Amazon’s fulfillment infrastructure for non-Amazon orders. This creates margin advantages without the overhead of managing your own warehouses (though it’s quite a bit more expensive than outsourcing to 3PLs).
4. Discovery Solutions
Using AI and behavioral data, Rithum identifies top-performing suppliers, curates catalogs for buyers, and matches brands with new retail partners. This is especially powerful for B2B marketplaces and dropship networks looking to expand their assortments strategically.
The goal? Help suppliers work smarter, not harder, and give buyers access to high-margin, in-demand products without wasting time.
Why Rithum Matters for Modern Commerce
Let’s face it: managing ecommerce operations across 10+ sales channels is chaos without a platform like Rithum. The industry’s top brands use Rithum to automate, integrate, and grow. Here’s how:
1. Unified Inventory Management
Forget spreadsheets. Rithum provides real-time inventory visibility across all your selling channels. This helps reduce stockouts, improve fill rates, and prevent costly overselling.
2. Streamlined Order Fulfillment
Orders from Amazon, Shopify, Walmart, and your DTC site all route through a single order management system. Rithum auto-selects the best fulfillment method, be it internal warehouse, dropship partner, or Amazon MCF.
3. Data-Driven Marketing
Tie your product data to your ad performance. Rithum’s platform ensures that your marketing campaigns reflect inventory levels, promotions, seasonal trends, and shipping timelines.
4. Optimized Margins at Scale
One of the most underrated advantages of using Rithum is margin optimization. By automating fulfillment and identifying cost-saving delivery solutions, you increase profit per unit while maintaining fast delivery speeds.
5. Powerful Integrations
Rithum offers prebuilt connections with all major ecommerce platforms, marketplaces, and ERPs. Whether you’re using NetSuite, BigCommerce, Adobe Commerce, or Salesforce Commerce Cloud, Rithum plays nicely in the sandbox.
Looking for a New 3PL? Start with this Free RFP Template
Cut weeks off your selection process. Avoid pitfalls. Get the only 3PL RFP checklist built for ecommerce brands, absolutely free.
Get My Free 3PL RFPUse Case: A Dropshipping Brand Using Rithum
Let’s walk through a simplified scenario:
1. A brand lists 10,000 SKUs using Rithum’s commerce solution.
2. Rithum syndicates those listings to Amazon, Walmart, and a DTC site.
3. Inventory levels sync across platforms in real-time.
4. Orders start coming in from all channels.
5. Rithum routes the orders to a mix of 3PL warehouses and dropship suppliers based on margin and speed.
6. The marketing team uses Rithum’s tools to launch ad campaigns based on best-sellers and restock timelines.
7. The operations team reviews delivery metrics and margin performance using Rithum’s dashboard.
8. The brand expands to a European marketplace, using Rithum’s localization features and supplier discovery module.
Rithum enables brands, retailers, and suppliers to work together seamlessly throughout the dropshipping process, ensuring efficient collaboration and smooth order fulfillment.
From listing to delivery, everything flows through one platform, Rithum, acting as the heartbeat of your dropshipping operation and keeping every part running smoothly.
Brands and Retailers Benefiting from Rithum
Retailers like Belk used Rithum to onboard over 500,000 SKUs in under 90 days, resulting in a 36% YoY increase in GMV. Similarly, brands like Superdry and Marks & Spencer have leaned on Rithum’s marketing automation and fulfillment capabilities to grow international sales and reduce channel friction.
For smaller companies, the appeal is just as strong. Rithum lets lean ecommerce teams punch above their weight, automating order fulfillment, syncing inventory, and scaling ad campaigns without adding headcount.
Challenges to Be Aware Of
No platform is perfect. Here are a few potential drawbacks:
- Complex Onboarding: Rithum’s capabilities are powerful, but not plug-and-play. Implementation often requires a dedicated team or integration partner.
- Cost Structure: After the ChannelAdvisor/CommerceHub merger, some users reported pricing increases of 4–7x. Smaller businesses may need to weigh the ROI carefully.
- Support Transition: With consolidation comes some turbulence. Support quality can vary depending on your plan, region, and internal rep.
Still, these challenges are manageable if you’re serious about long-term scale.
How Rithum Compares to Other Platforms
|
Platform
|
Strengths
|
Weaknesses
|
|---|---|---|
|
Rithum
|
Unified commerce, delivery, marketing
|
Complex onboarding, premium cost
|
|
Zentail
|
Easy setup, automation
|
Fewer marketplaces supported
|
|
Feedonomics
|
Robust product feed optimization
|
Limited fulfillment capabilities
|
|
Skubana
|
Inventory automation
|
Light on marketing tools
|
|
Cahoot
|
Fastest fulfillment via P2P network, most profitable reverse logistics
|
Primarily focused on shipping/logistics
|
Rithum is ideal for businesses seeking an end-to-end platform that supports everything from product discovery to last-mile delivery, especially if those businesses operate across multiple sales channels and want to optimize every piece of the puzzle.
To see how Rithum can help your business, schedule a demo to view the platform in action and learn more about its features and benefits.
Scale Faster with the World’s First Peer-to-Peer Fulfillment Network
Tap into a nationwide network of high-performance partner warehouses — expand capacity, cut shipping costs, and reach customers 1–2 days faster.
Explore Fulfillment NetworkWhere Cahoot Fits In
For ecommerce sellers using Rithum but seeking faster, more cost-efficient fulfillment, Cahoot can be a perfect complement. While Rithum automates order routing and marketplace connections, Cahoot offers peer-to-peer fulfillment with 1-day ground delivery coverage across the U.S., at rates that beat most traditional 3PLs.
By integrating Cahoot into the Rithum workflow, brands can unlock smarter delivery solutions that drive higher margins and better customer experiences.
Final Thoughts
Rithum is more than just a new name; it’s a new rhythm for ecommerce. By merging legacy giants like ChannelAdvisor and CommerceHub, the Rithum platform is enabling connected ecommerce experiences at scale. With modules for commerce, marketing, delivery, and supplier discovery, it empowers brands, retailers, and suppliers to build lasting commerce businesses. Rithum also offers valuable resources to support teams and foster community within the ecommerce ecosystem.
It’s not for the faint of heart. Implementation takes planning. Costs can add up. But for ecommerce teams aiming to automate, scale, and integrate across channels, Rithum delivers.
Whether you’re launching a DTC brand, scaling a supplier network, or operating as one of the world’s greatest brands, Rithum helps create the infrastructure needed to move at speed, sell with confidence, and thrive in a fragmented retail world. Users love the seamless experience and impressive results they achieve with Rithum.
Frequently Asked Questions
What is Rithum, and what companies is it built from?
Rithum is a connected ecommerce platform formed by merging ChannelAdvisor, CommerceHub, DSCO, and other technology providers. It supports global brands, retailers, and suppliers.
How does Rithum improve order fulfillment and delivery solutions?
Rithum automates order routing across warehouses, dropship suppliers, and Amazon MCF, helping companies optimize shipping speed, cost, and customer satisfaction.
Which types of businesses should use Rithum?
Rithum is best suited for ecommerce brands, retailers, and suppliers managing sales across multiple marketplaces who need scalable software for fulfillment, marketing, and inventory.
Does Rithum offer tools for marketing and retail media?
Yes, Rithum’s marketing solutions connect directly to platforms like Google, Meta, Instacart, and retail media networks, helping businesses drive optimized consumer shopping journeys.
How does Rithum help brands expand globally?
Rithum’s commerce and discovery modules allow brands to manage listings across 420+ channels, onboard new suppliers, and localize product data to grow into new markets efficiently.
Turn Returns Into New Revenue
Cahoot vs Veeqo: A Value-Driven Comparison for Modern Ecommerce Sellers
In this article
9 minutes
- At a Glance: Cahoot vs Veeqo
- Pricing Models & Carrier Rates
- Order Routing & Workflow Automation
- Multi-Channel Capabilities
- Inventory & Warehouse Management
- Support & Learning Curve
- Amazon Buy Shipping & SFP
- Data You Can Actually Use
- Built for Amazon Sellers, but Not Owned by Amazon
- Pros & Cons
- Cahoot vs. Veeqo: What Sellers Are Saying
- Final Verdict
- Frequently Asked Questions
When ecommerce sellers start scaling across marketplaces like Amazon, eBay, Walmart, and Shopify, their shipping software can either accelerate that growth or slow them down. Two platforms built to handle multi-channel shipping are Veeqo and Cahoot. Both offer discounted shipping labels and order management tools, but the similarities end there. This in-depth comparison will explore what each software delivers, what it lacks, and which one ultimately supports fast-moving ecommerce teams better.
At a Glance: Cahoot vs Veeqo
|
Feature
|
Cahoot
|
Veeqo
|
|---|---|---|
|
Multi-Channel Order Import
|
Yes
|
Yes
|
|
Discounted Carrier Rates
|
Yes
|
Yes
|
|
Rate Shopping Across Carriers
|
Yes
(Autonomous) |
Yes
(Basic) |
|
Bulk Label Printing
|
Yes
(Autonomous) |
Yes
(Traditional) |
|
Support for Own Carrier Accounts
|
Yes
|
Yes
|
|
Automation Rules & Order Routing
|
Yes
(Highly Configurable) |
Limited to Presets
|
|
Intelligent Package Selection (Cartonization)
|
Yes (AI-powered)
|
No
|
|
WMS Features
|
Yes
|
Partial
|
|
Inventory Visibility
|
Yes
(real-time) |
Yes
(limited granularity) |
|
Returns Workflow Integration
|
Optional Peer-to-Peer Returns
|
Basic RMA
|
|
Live Customer Support
|
Yes
(Help Desk, Phone) |
No phone support
|
|
Amazon Buy Shipping API Certified
|
Yes
|
Yes
|
|
Supports Amazon SFP
|
Yes
|
No
|
|
Open to 3PLs
|
Yes
|
No
|
Pricing Models & Carrier Rates
Both Cahoot and Veeqo offer access to discounted shipping rates from major carriers like UPS, FedEx, and USPS. Veeqo highlights its access to Amazon-negotiated carrier rates, especially beneficial for FBM sellers. However, it’s worth noting that Cahoot also offers deeply discounted rates through its aggregated carrier network, and unlike Veeqo, sellers aren’t required to be Amazon merchants to access them.
Users have praised Veeqo’s rates in particular, though some feel that the real-world savings depend on volume and location. One user on Trustpilot noted, “Veeqo offers good rates, but it doesn’t always beat what I negotiated directly with FedEx.” That said, having an option for both Veeqo and using your own account provides flexibility.
Cahoot lets sellers compare real-time rates across carriers, or even better: automate all the rate shipping and bulk shipping label generation based on the desired logic (cheapest, fastest, delivery promise, signature-required, etc.). This level of autonomous support (removing the human) goes a step further than Veeqo’s more manual workflows.
Order Routing & Workflow Automation
This is where the gap between the two platforms widens. Cahoot excels at automation.
Cahoot’s rule engine lets sellers automatically assign orders to specific warehouses, select packaging based on product dimensions, and pick carriers based on dynamic rules. It includes AI-powered cartonization, reducing overpackaging and optimizing label selection at scale. This feature alone can save high-volume shippers thousands per month.
Veeqo supports some automation, but according to multiple reviews, the rules engine lacks flexibility. As one user put it: “You can automate some parts of the shipping process, but complex routing logic just isn’t possible.” Another noted on G2, “Our warehouse team constantly has to manually override presets in Veeqo to get the right shipping option.”
Cahoot also offers the option to import product master data, assign SKUs to multiple warehouses, and automate routing for distributed fulfillment. These features are especially helpful for sellers managing multiple sales channels and warehouse locations.
Multi-Channel Capabilities
Both platforms support multi-channel order import from Amazon, eBay, Shopify, Walmart, Etsy, and more. Veeqo is tightly integrated with Amazon (it’s owned by Amazon), which brings advantages for FBM sellers, like access to Buy Shipping and automated order syncing.
However, some sellers note that Veeqo prioritizes Amazon workflows and that the support for non-Amazon channels lacks depth. A Trustpilot reviewer stated, “It’s clearly built with Amazon in mind. Shopify orders don’t always sync correctly, and the custom mapping is limited.”
Cahoot offers native integrations with all major ecommerce platforms, with equal priority across sales channels. That neutrality is useful for brands expanding beyond Amazon and looking to centralize operations across multiple storefronts.
It also means Cahoot isn’t limited by Amazon policy shifts or ecosystem changes. For businesses hoping to grow a multi-platform brand, that independence matters.
Inventory & Warehouse Management
Veeqo includes basic inventory tracking tools but doesn’t offer a full warehouse management system (WMS). Its UI shows available stock and syncs between platforms, but lacks pick/pack workflows, barcode scanning, and location-based inventory management.
Cahoot includes WMS features as part of the platform, with no need for third-party plugins. Sellers can assign bin locations, manage cycle counts, and generate pick lists automatically. One Cahoot user shared, “We reduced picking errors by 60% after switching from ShipStation to Cahoot because the WMS features are built in.”
For growing brands with even modest warehouse operations, this difference is key. It consolidates tech stack complexity and reduces reliance on disconnected tools.
Support & Learning Curve
Cahoot provides live onboarding, in-platform chat, and phone support. Multiple users note how responsive the support team is. One review on G2 says, “Every time I had an issue, Cahoot got back to me within minutes. I never felt like I was waiting around.”
Veeqo, on the other hand, has no phone support, and several users on Trustpilot and Reddit cite frustrating support delays. One review read, “You submit a ticket and wait… sometimes for days. It’s not great when your entire shipping flow is paused.”
Veeqo also has a steeper learning curve for non-Amazon users. The dashboard is robust but not intuitive for sellers focused on Shopify or direct-to-consumer models.
Amazon Buy Shipping & SFP
Both platforms are certified for Amazon Buy Shipping, meaning they help sellers remain compliant with Amazon’s policies and tracking requirements. However, only Cahoot supports Seller Fulfilled Prime (SFP).
For Amazon SFP sellers, this is a major differentiator. Cahoot’s compliance engine ensures same-day label printing, cut-off time enforcement, and late-delivery prevention. Veeqo does not support this, which rules it out for many brands trying to maintain the Prime badge.
Data You Can Actually Use
With Veeqo, many sellers are flying blind. Sales data is fragmented. Shipping costs aren’t always transparent. And pulling that data often means wrangling spreadsheets with missing headers or running into failed exports.
Cahoot makes it easy to analyze profits, understand shipping costs, and track eligible shipments in one dashboard. You get full access to real performance data without needing to bounce between platforms.
Built for Amazon Sellers, but Not Owned by Amazon
Veeqo is owned by Amazon. That means anything you do on the Amazon platform is potentially visible. For Amazon sellers trying to protect their strategy or operate across other channels, that’s a problem.
Cahoot is fully compatible with Amazon FBM, FBA, and Buy Shipping, but stays independent. You get the lowest rates available, without locking yourself in deeper with Amazon or giving up your leverage.
Pros & Cons
Cahoot vs. Veeqo: What Sellers Are Saying
“Using Veeqo costed us so much time. Exports kept failing, inventory didn’t match, and the UI was just confusing. Cahoot gave us back control.”
~ Multichannel seller, apparel industry
Speak to a fulfillment expert
“The only reason I stuck with Veeqo was because it was free. But once our shipping volume increased, we needed more, and Cahoot delivered.”
~ Electronics brand owner
Speak to a fulfillment expert
Final Verdict
Veeqo is a solid, free tool for Amazon-first sellers who want to print shipping labels and access decent rates with minimal setup. But it lacks depth in automation, support, and warehouse operations.
Cahoot, by contrast, is built for scale. It’s ideal for ecommerce brands that are serious about operational efficiency and growth. From smart automation to robust warehouse tools and superior customer support, Cahoot is the better long-term investment for sellers looking to streamline operations across multiple platforms.
If you’re running a high-volume ecommerce business that ships across multiple sales channels, handles inventory in multiple locations, or simply wants to reduce costs and errors at scale, Cahoot is the clear winner.
Don’t settle for free if it slows your business down.
Choose smarter. Explore how Cahoot can simplify your shipping and scale with your brand.
Frequently Asked Questions
Is Veeqo really free, and what’s the catch?
Yes, Veeqo is technically free, but many sellers report that key features like bulk shipping, inventory management, and reporting are limited. You may still need your own carrier accounts, and support can be slow.
How does Cahoot’s shipping software help reduce shipping costs?
Cahoot gives sellers access to discounted rates across major carriers like UPS, FedEx, and USPS, with no Veeqo credits or software bugs required. Plus, bulk shipping tools and data-driven insights help optimize your entire shipping process.
Can I use Cahoot if I sell on Amazon and other ecommerce channels?
Absolutely. Cahoot supports multiple sales channels, including Amazon, Walmart, eBay, and Shopify, while keeping inventory levels synced across all platforms. Unlike Veeqo’s integration, Cahoot’s system is fast, clean, and flexible.
What makes Cahoot better for inventory management than Veeqo?
Cahoot simplifies multi-channel inventory with real-time stock tracking, automated syncing, and alerts to prevent overselling. Veeqo users often struggle with managing inventory across platforms due to sync lags and poor data visibility.
Why do sellers leave Veeqo for Cahoot?
Many sellers switch when they realize Veeqo’s free model comes with trade-offs: limited support, Amazon ownership, clunky UI, and frustrating data export issues. Cahoot offers a full-featured, seller-first solution that saves time and drives smarter decisions.
Turn Returns Into New Revenue
How AI-Powered Cahoot Returns Management Reduces Ecommerce Fraud
In this article
9 minutes
- The Real Cost of Returns Fraud
- How AI Detects Fraud in the Returns Process
- How Cahoot Uses AI to Catch Return Fraud Before It Hits Your Warehouse
- How AI Preserves Customer Trust
- Behind the Scenes: What AI Actually Looks At
- The Business Benefits
- Final Thoughts: AI Is the Future of Fraud Prevention
- Frequently Asked Questions
Fraudulent returns and refund abuse are eating into ecommerce profits like termites in a timber shack. We’re not just talking about a few bad actors. This is a systemic issue. Every time someone pulls a fast one, returning a used dress, faking a receipt, or claiming a package never arrived, ecommerce businesses bleed money. But here’s the good news: AI is finally catching up.
Businesses that implement AI-powered fraud detection tools gain a competitive advantage in the ecommerce space, reducing losses and improving operational efficiency.
This article explores how AI-powered returns management is giving merchants the upper hand, using machine learning and advanced fraud detection tools to sniff out shady behavior while keeping the experience smooth for legitimate customers. The tech is here, it’s learning fast, and it’s reshaping how we handle ecommerce returns.
The Real Cost of Returns Fraud
Returns fraud isn’t just annoying, it’s financially devastating. Think about:
- Wardrobing: Wear once, return as “new”.
- Switch fraud: Return a knockoff and keep the real thing.
- Empty box scams: Return a box with no item inside, claim it’s there.
- Refund fraud: Claim the item never arrived, even when it did.
Customers exploit return policies by making false claims about product defects or delivery issues, manipulating the system for personal gain. Fraudulent return activities also include stolen merchandise returns and targeting high-value items such as luxury goods.
All of these fall under fraudulent returns and refund fraud, and they’re on the rise. According to the National Retail Federation, ecommerce losses from return abuse now top tens of billions of dollars annually.
AI analyzes return data and return patterns to identify patterns and fraud patterns in return transactions, helping businesses detect and prevent evolving forms of return fraud.
The old methods, manual checks, strict return policies, and restocking fees, aren’t cutting it anymore. They hurt genuine customers and barely scratch the surface of sophisticated scams. That’s where AI fraud detection for ecommerce returns steps in.
How AI Detects Fraud in the Returns Process
AI-powered returns management combines machine learning algorithms, transaction data, returns data, and customer behavior to spot bad actors before they strike. AI-powered systems are designed to prevent fraud throughout the returns process. Here’s how:
1. Photo Verification & Image Recognition
AI can evaluate customer-submitted images of returned items to:
- Detect box fraud or item switching.
- Compare the product’s appearance to a verified new version.
- Identify wear, missing parts, or damage that contradicts the return reason.
This allows brands to detect fraudulent activity before it’s even shipped back.
2. Pattern & Anomaly Detection
Machine learning excels at spotting unusual patterns in behavior:
- Return frequency: Has the customer returned too many high-value items?
- Geolocation: Is the return request coming from a region known for return scams?
- Purchase timing: Did they buy during a sale and return right after peak season?
These patterns raise fraud risks and trigger review or denial workflows.
3. Cross-Platform and Channel Monitoring
AI systems can check across multiple returns and ecommerce channels, identifying if a return was initiated:
- For the same item on multiple platforms.
- Using fake receipts.
- From a buyer who already claimed store credit somewhere else.
AI can also monitor for account takeover attempts by detecting unusual account activities, such as frequent address changes, excessive returns, or high-value purchases. When suspicious account activity is detected, AI can recommend enabling multi-factor authentication to add an extra layer of security and prevent unauthorized access.
This multi-touch intelligence is a game-changer for fraud prevention goals.
4. NLP for Reason Analysis
Natural language processing (NLP) can analyze written return reasons and flag:
- Repeated use of vague claims like “defective”.
- Scripted language that suggests fraud rings.
It’s subtle, but over time, it sharpens fraud detection and helps businesses adapt.
5. Smart Risk Scoring
With returns management systems like Cahoot, each return is assigned a fraud risk score based on:
- Customer history
- Returns data
- Known red flags like frequent returns, high-value items, high-risk transactions, or mismatched shipping info
High-risk returns may trigger:
- Photo verification
- Manual review
- Limited refunds (e.g., store credit only)
How Cahoot Uses AI to Catch Return Fraud Before It Hits Your Warehouse
Here’s the short version: Cahoot’s AI-powered returns system sniffs out sketchy returns before they even hit your dock. No detective hats or magnifying glasses required. It’s proactive fraud prevention baked right into the returns process, built for ecommerce teams who don’t have time (or money) to waste on refund fraud and box scams.
Here’s how it plays out in real life: a customer clicks “return,” and instead of handing them a prepaid label like candy at a parade, Cahoot asks for photos. Item, packaging, maybe even the serial number. That’s when the AI kicks in, checking everything against the original order. Does the item match what was sold? Is the box suspiciously light? Are they trying to return a broken knockoff instead of the actual product? The system flags anything that smells off. No human has to squint at a blurry JPEG; AI’s doing the heavy lifting.
And if things look really fishy? Cahoot assigns a fraud risk score based on the customer’s history, return frequency, location, and transaction data. Say this person’s been sending back a lot of high-value items or triggering patterns tied to refund fraud, Cahoot might put the brakes on the refund, sending it to manual review or straight-up denying it. It’s like having a savvy fraud analyst on call, 24/7, who doesn’t need coffee breaks.
But that’s not all, it gets sharper with every return. The system learns what fraud looks like. Maybe it flags addresses linked to repeat offenders. Maybe it notices “this person always returns luxury goods two days before the return window closes.” The more it sees, the smarter it gets. Over time, it recommends policy tweaks that actually make sense, like tightening windows for excessive returns or requiring restocking fees on high-risk items.
Cahoot also checks serial numbers in real time. That means box fraud, where someone swaps the product and sends back a decoy, gets stopped cold. If the serial number doesn’t match what was sold? Game over. No refund. No restock. Just one more fake return that never made it through the door.
All of this happens quietly in the background, streamlining the returns process for good customers while catching the bad ones red-handed. That’s the beauty of machine learning in ecommerce returns: it doesn’t just react, it predicts. And when refund fraud can bleed your margins dry faster than a flash sale, that kind of protection isn’t just nice to have, it’s essential.
Cahoot’s AI isn’t trying to micromanage your returns team; it’s giving them superpowers. So your operations run leaner, your legit customers stay happy, and your profits stay where they belong. In your pocket.
How AI Preserves Customer Trust
One of the trickiest parts of returns fraud is not alienating loyal customers. Efficient returns processes powered by AI improve customer satisfaction by reducing friction and delays. A good AI doesn’t just block fraud, it enables a positive customer experience by:
- Fast-tracking legitimate customers
- Preventing false positives through layered detection
- Using customer verification sparingly and intelligently
In short, it finds the right balance between fraud prevention and a frictionless returns process.
Behind the Scenes: What AI Actually Looks At
This isn’t black magic, it’s smart automation trained on mountains of data:
- Historical data: Past behaviors of repeat offenders and loyal shoppers
- Data points: Shipping speed, order value, return time frame
- Customer data: Addresses, accounts, payment histories
- Delivery tracking: GPS drops vs. “item not received” claims
Together, these inputs help detect fraud across a spectrum, from empty box fraud to money laundering via returns.
The Business Benefits
When ecommerce companies implement AI-powered returns management, they see results fast. These benefits contribute to the long-term success of ecommerce businesses:
✔ Reduced Operational Costs
- Less need for manual review
- Faster returns management process
✔ Improved Customer Loyalty
- Quicker refunds for genuine customers
- Confidence that return policies are fair
✔ Higher Margins
- Fewer fraudulent returns and chargebacks
- More high-value items are resold instead of being written off
✔ Smarter Policy Decisions
- AI insights guide better rules
- Target return abuse without punishing everyone
It’s a full-circle win for ecommerce businesses who want to scale securely.
Final Thoughts: AI Is the Future of Fraud Prevention
Return fraud is constantly evolving. So are the tools to fight it. By leveraging AI and machine learning in the returns management space, sellers are turning what used to be a liability into a competitive edge.
With platforms like Cahoot, advanced technology no longer belongs only to the big guys. Even mid-size online stores can now fight receipt fraud, friendly fraud, and return scams with precision.
So next time someone tries to game the system with a personal gain hustle, just remember: AI sees all. And it doesn’t blink.
Frequently Asked Questions
How does AI detect fraudulent returns in ecommerce?
AI fraud detection for ecommerce returns works by analyzing returns data, customer behavior, and product images to identify suspicious patterns. It can flag issues like empty box fraud, receipt fraud, or mismatched serial numbers by comparing return requests against historical transaction data and trained machine learning algorithms.
What is the difference between return abuse and friendly fraud?
Return abuse often involves intentional schemes like wardrobing or box switching for personal gain, while friendly fraud includes tactics like claiming an item was never received to get a refund. Both forms of fraudulent activity are increasing in ecommerce returns, and AI-powered systems help detect these behaviors quickly.
Can AI-powered returns management improve customer satisfaction?
Yes. By separating legitimate customers from bad actors, AI-powered returns management allows genuine customers to experience faster processing, easier refunds, and less hassle, while fraudsters face more scrutiny. This helps maintain customer loyalty, customer trust, and a positive customer experience.
What types of ecommerce return fraud does AI help prevent?
AI helps identify and prevent a range of fraud types, including stolen merchandise returns, false claims, empty box fraud, refund fraud, and return scams. It uses data points like return frequency, image analysis, and customer history to flag high-risk transactions for further review.
Why is AI better than traditional fraud prevention methods?
Unlike manual reviews or blanket return policies that can frustrate loyal customers, AI fraud detection tools use advanced technology to spot fraud patterns in real-time. This results in lower operational costs, stronger fraud defenses, and better long-term success for ecommerce businesses.
Turn Returns Into New Revenue















