Amazon Multi-Channel Fulfillment: What You Need to Know in 2025 | Cahoot

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What is Amazon Multi-Channel Fulfillment?

Amazon Multi-Channel Fulfillment (MCF) is Amazon’s outsourced fulfillment service for merchants selling on non-Amazon sales channels whereby Amazon handles the picking, packing, and shipping of the orders coming from those sales channels. Ecommerce Sellers can store their inventory at Amazon’s warehouses, and MCF will fulfill the non-Amazon orders from select channels.

Is Amazon Multi-Channel Fulfillment (MCF) the Same as Fulfillment by Amazon (FBA)?

Most, if not all, Amazon Sellers are familiar with and use Fulfillment by Amazon (FBA), at least in part, to fulfill their Amazon orders. Sellers simply send their inventory to Amazon, which then takes care of the logistics for them. Amazon Multi-Channel Fulfillment is similar at a high level, but is more different than many realize.

The primary difference between Amazon MCF and Amazon FBA is that MCF is for sales on non-Amazon channels, while, of course, FBA is for Amazon sales only. Additionally, fulfillment costs for MCF can be significantly more expensive due to various fees associated with order processing and inventory management, impacting overall profitability. Moreover, MCF offers lower service levels and support and suffers from slower speed tiers.

Despite these differences, FBA and MCF are indeed using the same exact fulfillment network, and they use the same allocation of inventory. So, if you’re struggling with lower FBA restock limits than you’d like, you should keep in mind that MCF inventory does indeed count against your FBA cap.

How Does Amazon Multi-Channel Fulfillment Work?

Amazon now says MCF can also be used to fulfill Walmart Marketplace orders, and the 5% AMZL block surcharge is waived through January 14, 2027. Multi-Channel Fulfillment is simple – Sellers store their inventory with Amazon, and Amazon uses a separate fulfillment process for those orders. To start MCF, existing Amazon sellers can begin from Seller Central with no additional sign-up, and non-sellers can create a Supply Chain Portal account to use MCF.

First, Sellers connect their ecommerce channels to Amazon to establish an order feed. Amazon now offers over 100 MCF integrations, including direct apps for Shopify and third-party connectors for marketplaces and inventory systems, so MCF can extend beyond the ecommerce platforms listed here. Amazon MCF works with prominent ecommerce platforms like Shopify, BigCommerce, and WooCommerce, but it doesn’t directly support sales from marketplaces like Walmart, eBay, and Etsy.

Next, Sellers send their inventory to Amazon (if they haven’t already). What seems like a simple step is actually filled with challenges, as Amazon is continually changing the rules for FBA inventory limits and making it harder for Sellers to place all the inventory they’d like in the system.

Then, as orders flow in, Amazon will pick, pack, and ship the orders to the customers. For MCF, Amazon’s legendary fulfillment speed is a little less legendary – they prioritize FBA volume first, so MCF is noticeably slower and has worse performance metrics.

Storing Inventory at Amazon Fulfillment Centers

Storing inventory at Amazon fulfillment centers is an integral part of using Amazon Multi-Channel Fulfillment (MCF). Amazon boasts a vast network of fulfillment centers across the globe, allowing Sellers to leverage Amazon’s reliable fulfillment services. To store your inventory at these centers, you can either send your products to a single Amazon Receiving Center or fulfillment center or split them yourself and ship them to multiple fulfillment centers. Once your inventory is stored at Amazon’s fulfillment centers, you can use MCF to fulfill orders from multiple sales channels, ensuring your products reach customers quickly and efficiently.

Receiving Orders from Multiple Sales Channels

Receiving orders from multiple sales channels is a key feature of Amazon Multi-Channel Fulfillment (MCF). With MCF, you can seamlessly integrate various sales channels, including your own website, Amazon itself, and but not other ecommerce marketplaces. This integration allows you to receive orders from multiple platforms, streamlining your order management workflow. Amazon integrates with major ecommerce platforms like Shopify and BigCommerce, making it easier for you to manage your sales and fulfill orders across different channels.

Amazon Multi-Channel Fulfillment Pricing

Amazon Multi-Channel Fulfillment (MCF) pricing follows a fee-based structure. Merchants must pay a monthly inventory storage fee to keep their inventory in Amazon’s warehouses. Fulfillment fees are calculated using a tiered discounting structure for multi-unit orders, making it cost-effective for larger MCF orders. In addition to storage and fulfillment fees, merchants may also incur inbound fees to receive inventory at an Amazon Receiving Center or fulfillment center, inventory removal fees to remove inventory from Amazon’s fulfillment centers, inventory placement fees to transfer units between warehouses (to stage them closer to the customer), and international shipping fees for orders shipped outside of the contiguous US. Understanding these costs is necessary for managing your budget and pricing strategy effectively.

Setting up Amazon Multi-Channel Fulfillment

To set up Amazon Multi-Channel Fulfillment (MCF), you need to have an active Seller Central account. If you’re not an existing Amazon Seller, you can sign up for MCF by creating an account on Seller Central. Once your account is set up, you need to add your products and configure your store. Setting up your shipping options and rates is also essential to ensure smooth order processing. For existing Amazon Sellers, adding MCF to your Seller Central account is straightforward. Simply log in to your account, click on the “Settings” icon, select “Fulfillment by Amazon,” and then choose “Multi-Channel Fulfillment.” Follow the prompts to complete the setup and start leveraging MCF for your multi-channel fulfillment needs.

Benefits of Amazon Multi-Channel Fulfillment

Amazon Multi-Channel Fulfillment (MCF) offers several benefits to ecommerce businesses. By using MCF, you can significantly increase efficiency in order fulfillment and shipping, ensuring that your customers receive their orders quickly and reliably across multiple sales channels. This improved delivery speed enhances customer satisfaction, which can lead to repeat business and positive reviews. Additionally, MCF helps reduce shipping costs and increases your competitiveness in the market. By leveraging Amazon’s extensive network of fulfillment centers and shipping carriers, you can provide a superior delivery experience to your customers.

What Does Amazon MCF Do Well?

MCF can work well for online Sellers who are just starting out and want to keep things simple. Amazon MCF fulfills orders not only from Amazon but also from various off-Amazon sales channels, providing flexibility for Sellers. At its core, it’s a way to get orders to customers quickly and with minimal fuss.

Keeps Your Fulfillment Simple

It seems like every ecommerce merchant already has an Amazon account and is using FBA; when expanding to additional channels, why not keep the operational side simple and keep relying on Amazon? For instance, integrating your Shopify store with Amazon MCF can streamline order processing and provide real-time shipping quotes.

Amazon has the largest network of ecommerce fulfillment centers in the world, and they certainly know how to get packages from Point A to Point B. For a Seller who is focusing on winning business through a new channel, reducing operational headaches can be a big plus.

Enables Fast Shipping

You may have heard this already, but customers don’t just like fast & free shipping; they demand it. Amazon’s current MCF materials say fast delivery estimates can help increase conversion and sales, and they cite an NXTRND case study in which displaying those estimates increased football-gear sales by 8.9%.

Amazon currently lists MCF delivery in 2 business days (Expedited) or 3 business days (Standard).

What are Amazon MCF’s Weaknesses?

Understandably, Amazon MCF takes the backseat to FBA as a fulfillment service, and this dynamic creates a lot of pitfalls for users of the service.

More Expensive Than FBA

Amazon MFC more expensive than Amazon FBA.

Amazon’s 2026 pricing update increased MCF fulfillment fees by an average of $0.30 per unit, and eligible sellers can save up to 15% on outbound MCF fulfillment fees while earning a $1 FBA credit per MCF unit shipped. Amazon FBA has low rates for Small Standard items (<16oz), but Amazon more than doubles the price for Multi-Channel Fulfillment.

These fulfillment costs do not include storage fees and additional charges during peak seasons, which significantly impact profitability.

For larger items, FBA already isn’t as good of a deal as it is for smaller ones, but Amazon increases the price for MCF regardless.

Threatens Your Amazon Sales

IPI score and FBA inventory limits are hard enough to manage as it is; MCF adds additional complexity and risk because FBA and MCF share inventory limits and affect IPI score the same way, so any sales fulfilled by MCF eat into the stock that could have been sold on Amazon and fulfilled by FBA.

Few, if any, Sellers have as high inventory limits as they’d like for the FBA volume alone; if they’re not getting enough space for their FBA volume, then MCF compounds the problem. If MCF sales heat up for a particular SKU, then the SKU can easily go out of stock unexpectedly. This will then negatively impact the Seller’s overall IPI score, lowering total inventory limits. Then, the Seller is further constrained from selling as much as they’d like on Amazon.

There is a solution, but an expensive one. Amazon’s Capacity Manager enables Sellers to essentially bid for extra storage space. Amazon adjusts storage capacity monthly based on IPI score and sales volume (adjusted for historical sales, seasonality, etc.). The Capacity Monitor is your visibility into these adjustments, and if you need more space than allocated, you can use the Capacity Manager to tell Amazon how much extra space you need and when, and how much you’re willing to pay for it (this “reservation fee” is separate from standard storage fees). Amazon reviews capacity twice per week and if capacity is available, it will grant requests starting with highest bid. So, you can get more space to cover both your FBA and MCF orders, but you’re competing with other Sellers for the space, and you have no idea what the going rate is at any given time. So if you need it, you’re going to have to bid high or it will go to someone else.

Doesn’t Support Key Ecommerce Channels

Amazon MCF is more of a solution for Sellers’ web stores than it is for marketplaces – it works with Shopify, WooCommerce, and BigCommerce, but not any other major marketplaces. That’s not likely to change any time soon, so Sellers pursuing a true multichannel ecommerce strategy will have to look elsewhere.

Restricts What You Can Sell

Amazon restricts a very long list of product categories, and you might be surprised by what falls onto this list. Automotive products, cosmetics, dietary supplements, electronics, jewelry, lighting, and hazardous materials are just a few of the categories that contain prohibited products that simply won’t work for MCF.

Other products are sometimes allowed but also subject to review by Amazon and frequently can be declined; Sellers will sometimes find themselves in a situation where part of their SKUs are approved, but others are not. If they’re relying on Amazon MCF, they then only have a partial solution and are realistically back to square one.

Your Customers Don’t Get Amazon Customer Service

Amazon’s service doesn’t take responsibility for helping customers with delivery issues. From their FAQ:

“You are responsible for customer service for Multi-channel fulfillment orders, including delivery inquiries and requests for replacements, refunds, and returns.”

So you pay more for MCF than FBA and don’t get the benefit of Amazon handling the customer service. Sellers are relying on MCF for fulfillment – how are they supposed to answer delivery inquiries when they’re not involved with the delivery? Realistically, the only option available to customers and Sellers alike when something goes wrong is to submit a reimbursement for lost or damaged orders to Amazon. FBA Sellers know that reimbursements are a difficult process – many outsource it to dedicated reimbursement software or an Amazon agency to handle them.

Ultimately, the challenge is that delivery issues with Amazon MCF will invariably lead to an upset customer. Savvy Sellers know that fixing a customer service issue can lead to more loyal customers, but in the case of MCF, they don’t even have the chance to fix the issue. An unhappy customer is a lost customer.

What’s the Best Alternative to Amazon for Multi-Channel Fulfillment?

Sellers looking for an alternative to Amazon Multi-Channel Fulfillment need a solution that doesn’t suffer from the same pitfalls outlined above. Cahoot, an innovative peer-to-peer fulfillment platform, offers affordable nationwide fast shipping and is designed for multi-channel Sellers. By partnering with Cahoot, the best alternative to Amazon MCF, Sellers will reap all the potential benefits of Amazon’s program without the downsides.

Cahoot’s flexible ecommerce fulfillment network offers Amazon Fulfillment by Merchant (FBM), Amazon Seller Fulfilled Prime (SFP), and fulfillment for all other ecommerce sales channels all on the same streamlined platform.

So why should Sellers choose to outsource their multi-channel fulfillment to Cahoot?

Cahoot Unlocks Multi-Channel Fulfillment Across All Channels

Sellers looking to expand their business face a seemingly endless series of roadblocks when they need to grow operations to keep up with sales. Building a first (or fifth) warehouse ties up capital and takes years. Marketplace fulfillment solutions like FBA or Amazon MCF don’t work with other sales channels. Legacy 3PLs don’t cover the US well with fast shipping, and newer tech-enabled 3PLs don’t play nice with existing fulfillment solutions.

Cahoot solves all of those issues. We don’t force Sellers into long-term contracts, and we plug into all of your sales channels, our US fulfillment centers cover the whole country with 1- and 2-day shipping at ground rates, and critically, our network works seamlessly with Sellers’ existing fulfillment. We can even incorporate existing fulfillment networks into our automated label optimization software, which improves Sellers’ existing fulfillment operations even as we expand their 1- and 2-day reach.

Ecommerce merchants looking for growth know that selling across multiple marketplaces and their own website is the way of the future – a recent Shopify study showed that selling on 3+ channels increases revenue by 190% over just one channel. They can’t rely on Amazon MCF which is designed for Amazon’s priorities, not those of the Seller. Cahoot is the fulfillment partner of the future – flexible, fast, and affordable. Talk to us to learn how we can boost your sales with fast & free shipping, all while streamlining your operations.

Frequently Asked Questions

What is Amazon multi-channel fulfillment?

Amazon Multi-Channel Fulfillment (MCF) is a third-party logistics solution that empowers ecommerce businesses to leverage the Amazon fulfillment network and expertise to pick, pack, ship, and deliver their ecommerce orders from channels beyond Amazon.com, including brand websites on platforms such as Shopify or BigCommerce. Inventory is commingled in FBA warehouses and used to ship both FBA and MCF orders. Inventory storage allowances (limits) are shared by both services.

What is the difference between Amazon MCF and FBA?

FBA services include receiving, packing, shipping, customer service, and returns for those orders. Unlike MCF, FBA is limited to the Amazon marketplace. If you have an Amazon store, this service might be right for you. FBA takes all the logistics out of selling on Amazon. MCF is for multi-channel Sellers requiring fulfillment services for non-Amazon channels. MCF pricing is higher and service levels are slower than the FBA promises to customers.

Does Amazon charge referral fees on MCF orders?

Amazon doesn’t charge referral fees for MCF orders. The platform only takes fulfillment and storage fees from MCF Sellers.

Do I need to be an Amazon seller to use MCF?

No. MCF is open to all businesses, whether or not you sell on Amazon. You do need an Amazon Seller Central account, though.

How much is Amazon MCF?

The full list of current Amazon MCF rates can be found here.

Written By:

Jeremy Stewart

Jeremy Stewart

Jeremy Stewart leads customer success at Cahoot, helping merchants achieve high-performance logistics through smart technology and process optimization. With a background in both ecommerce operations and client services, Jeremy ensures that every merchant using Cahoot gets measurable results—whether they’re scaling from one warehouse to many or managing complex returns.

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How to Optimize Ecommerce Order Fulfillment

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As an ecommerce merchant, you spend countless hours working to perfect your shopping experience. You put yourself in the customer’s shoes, write compelling copy, take great photos, and relentlessly A/B test your advertising to ensure you’re cutting through the noise. When your customers get to the checkout screen, do they see the free 2-day shipping that they expect? Or does your fulfillment strategy undermine all of your other great work?

On top of that, what happens after the purchase defines your ability to grow profitably. The Harvard Business Review explains, “Acquiring a new customer is anywhere from five to 25 times more expensive than retaining an existing one. Research done by Frederick Reichheld of Bain & Company shows increasing customer retention rates by 5% increases profits by 25% to 95%.”

Many ecommerce businesses face challenges such as supply chain issues and the need for fast shipping, making effective fulfillment strategies crucial for their success. Delivery speed, the tracking experience, notifications, custom packaging, and the returns process all have a huge impact on customer retention rates. The better experience you provide, the more customers you’ll retain. And the more affordably you do it, the more you’ll reap the rewards.

Understanding ecommerce fulfillment cost is crucial as it varies based on factors like order volume, package size, and the types of services offered, including picking, packing, shipping, and storage fees. This guide to ecommerce order fulfillment will give you a comprehensive overview of how you can stop thinking of fulfillment as a cost center and start using it as a way to boost profitable growth. Read on to learn:

What is Ecommerce Order Fulfillment?

We’ll start with the basics– ecommerce order fulfillment is the term for the process of putting an item in a customer’s hands after they order it online.

Generally speaking, the steps are as follows:

  • Storage: the merchant keeps inventory in a central location or locations, packaged in a manner to make it easy to pick and put in an individual box.
  • Order Processing: the order flows from the online sales channel through to the warehouse in which the product is stored, detailing what was ordered, the delivery address, and the delivery SLA.
  • Picking & Packing: personnel in the warehouse locate the item(s), bring them to a packing station, and put them in the appropriate box. They then seal the box and affix the shipping label.
  • Carrier Handoff: warehouse personnel hand the package off to a parcel carrier, such as FedEx, UPS, USPS, or a regional carrier.
  • Last Mile: the carrier brings the parcel to the customer.

While the last of the steps is almost always performed by a parcel carrier (the rare exception could be for a merchant selling locally on an app like Nextdoor), the first three can be done by the merchant themselves or a third party. That decision, and the myriad options for third-party fulfillment, can be difficult; we’ll get into that later.

Within the broad category of ecommerce order fulfillment, a lot has to go right in order to get the right products to the right customers on-time, every time. Here are the elements of a successful fulfillment strategy:

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Building an Ecommerce Fulfillment Model

As simple as a garage, or as complex as a million-square-foot automated facility, fulfillment starts with storing inventory. Of course, if you don’t have a product on hand, you can’t put it in a box and ship it to the customer!

Many merchants can not-so-fondly remember stacking products in their bedroom when they first started out, navigating through piles of inventory every time they got up. When you outgrow your humble beginnings and look to either rent a space or outsource your fulfillment, keep these general principles in mind:

  • Secure storage: if your product has temperature limits, they need to be met. On top of that, you have to trust your space or provider to minimize shrinkage, or inventory loss. Is the facility set up in such a way that products won’t be damaged on shelves or when they’re moved?
  • Efficient organization: can pickers locate ordered items, return them to a packing station, and then get them out the door quickly and repeatedly? Labor is harder to find and more expensive than ever, so the better optimized your space is for picking & packing, the less you’ll have to spend.
  • Comprehensive insurance: unfortunately, accidents happen. Whether you’re owning and operating your own space or relying on a third party, make sure that the relevant insurance policy fully covers inventory within the four walls.
  • Location, location, location: the location of your fulfillment center can be the difference between turning a profit and losing money. Why? If it’s far away from your customer base, then you’ll have to pay more for shipping – and a few dollars extra per order often wipes out ecommerce margins. Better yet, the best fulfillment outsourcing partners will distribute your inventory nationally, so you always have an item close to the customer, minimizing shipping cost.

While the last of the steps is almost always performed by a parcel carrier (the rare exception could be for a merchant selling locally on an app like Nextdoor), the first three can be done by the merchant themselves or a third party. That decision, and the myriad options for third-party fulfillment, can be difficult – we’ll get into that later.

Within the broad category of ecommerce order fulfillment, a lot has to go right in order to get the right products to the right customers on-time, every time. Effective fulfillment operations are essential to ensure order accuracy and manage peak season pressures.

Here are the elements of a successful fulfillment strategy:

Order Management

Whether your products are only sold on one channel or on many, you of course need to keep track of what is purchased, when, and in what way. In the early days of ecommerce, this was often managed manually by Excel spreadsheets, with employees aggregating orders in a .csv, sending it over to the warehouse, and then reconciling at the end of the day. Fortunately, those days are largely over, and there are a huge number of great OMS tools to choose from.

Your inventory management software, fulfillment software, shipping software, and more will need to integrate with your order management solution so that they quickly and accurately identify what needs to be sent where. Order management, then, will help you track the status of orders throughout the fulfillment process, give updates to the customer, and proactively notify you of issues.

Inventory Management

While order management keeps tabs on the day-to-day of sales and returns, inventory management looks at the broader picture of whether you have enough products stocked in the right places. If you only have one product and fulfill out of one location, inventory management is simple enough. But as you expand to many SKUs and multiple fulfillment locations, then efficient inventory management becomes critical to your ability to operate profitably.

The more efficiently you distribute your inventory, the less inventory you need to keep on hand, and the more capital you can free up for more useful investment.

Just like with order management, there are many great inventory management software options on the market. On top of this, if you outsource fulfillment, your provider should take an active and strategic role in advising your inventory placement. As mentioned above, distributing inventory to multiple locations across the country helps you increase delivery speed and decrease costs – but only if you intelligently pick the right fulfillment center locations and keep them stocked efficiently.

Parcel Shipping

When an order comes in, you’ll know where it needs to ship, and how quickly it needs to get there based on the promise you made to the customer (if any). That’s where the first element of parcel shipping comes in – rate shopping & label printing. There are a ton of options for shipping software that will help you do this, but the best will automatically compare rates across carriers, and then they’ll automatically generate a shipping label. There’s no substitute for shipping software that saves you time and labor for your ecommerce business.

Importantly, the more efficient your label printing, the later you can pick & pack, which allows you to extend cutoff times for your customers. This will increase your results later in the afternoon: your competitors will have pushed back their delivery estimates, while yours stay fast. In this way, an automated shipping software increases your growth as well as saving you money.

With more efficient label printing, the later you can pick & pack, which allows you to extend cutoff times for your customers.

Once you have the label printed and affixed to the package, you’ll hand it off to the relevant carrier, and the job of the warehouse is done. Your job, though, isn’t – unfortunately, if the carrier makes a mistake, the vendor is often still blamed for the delivery issue. That’s where another element of a great shipping software comes in – proactive shipping notifications.

The best systems automatically keep tabs on the delivery tracking process, and they’ll notify you when something goes wrong or is delayed. This in turn gives you an opportunity to proactively communicate with the customer, which turns a potentially negative customer experience into a positive customer service interaction. Many businesses opt for outsourced fulfillment to leverage the expertise and infrastructure of third-party logistics providers.

Returns Processing

Unfortunately for online sellers, returns are a near-unavoidable cost of doing business. Shopify reports that a full 20% of online orders are returned, compared to under 10% for brick-and-mortar.

In an ecommerce fulfillment center, a return triggers a process of receiving, inspecting, and potentially processing items back into available inventory. It’s an expensive and time-consuming process, and that’s before considering that not all returned goods come back in a sellable state.

Sellers with 3PLs take many different approaches to returns – some will have the 3PL process returns, while others will have the item sent back to themselves so that they can do the returns management themselves. Streamlining fulfillment processes is essential for managing returns efficiently and maintaining accurate inventory levels.

Ecommerce Order Fulfillment Service Models

Though the basics of ecommerce order fulfillment are the same no matter who executes them, you have a wide variety of options for who actually executes your fulfillment strategy. Each comes with its own pros and cons, and most merchants will swap in between methods, or even use a hybrid approach, to suit the needs of their growing business. Online stores can choose from various fulfillment service models to best suit their operational needs and growth goals.

Use the table below for a quick peek at relative strengths and weaknesses of different fulfillment service models.

Service Model
Strengths
Weaknesses
Best Used By
“Garage” Fulfillment
Easy to start
Low capital requirements
Demands management’s time
Inefficient shipping
New sellers with <100 orders per month
Merchant-Owned Fulfillment Warehouse
Complete control over consumer experience
Custom packaging
Capital intensive
Inefficient shipping (if <4 locations)
Sellers with highly custom products and unboxing experiences
Dropshipping
Easy to start
Low capital requirements
Little control over post-purchase experience
Long transit times
High competition for products
New sellers and those testing new product lines
Marketplace Fulfillment (FBA, WFS)
Qualifies you for marketplace badges, boosting results
Easy to start
Cost competitive
Point solution that only works for a single marketplace
Inventory limits block growth
Hidden fees increase cost
Difficult to launch new products
Sellers committed to growing on one marketplace
3PL
Many options, so one that suits your needs well can usually be found
Less managerial time investment
Negotiated shipping rates can save money
Can’t affordably power nationwide fast shipping
Difficult to integrate into tech stacks
Regional sellers that don’t require a nationwide reach
Distributed Fulfillment Network
Covers 99% of US with 2-day shipping at ground rates
Flexibility to handle many use cases
Scales with sellers – able to accommodate fast expansion
Difficulty handling demands for high package customization
Additional complexity in freight and inventory planning
Multichannel sellers of all sizes that want to turn operations into a growth driver

When you’re evaluating your fulfillment approach, the first question shouldn’t be, “how much will this cost?” – instead ask, “how can fulfillment help boost my growth?”. With the rise of modern distributed fulfillment networks.

This prompts the question – how is fulfillment changing from a cost center to a growth driver? Simply put, customers care much more about the post-purchase experience now than they did even a few years ago, so it factors into both their initial purchase decision and their repurchase decision. We’ll dive deep into all the ways in which ecommerce order fulfillment can positively impact the customer experience (and your results) next.

Ecommerce Order Fulfillment

eCommerce is all about the customer, and you spend countless hours designing products, packaging, and marketing to ensure that they’ll have a fantastic experience with your brand both before and after they buy.

Do you think of ecommerce fulfillment in the same way?

A great fulfillment strategy will stand out from an average one both before and after the purchase, delighting the customer and increasing the chance of both the first purchase and repeat purchases down the road. It’s not just the way to get an order to the customer – it’s a way to win the customer. Effective order fulfillment processes are crucial for ensuring that customers receive their orders promptly and accurately.

Ecommerce Fulfillment’s Impact on the Pre-Purchase Buying Journey

First, fulfillment is becoming an ever more critical part of your customer’s buying journey. Ever since Amazon introduced the Prime program with fast & free shipping over a decade ago, customers have grown accustomed to the option of having an item delivered to them in 2 days, for free.

So how does your fulfillment strategy dictate the customer experience before they click “Place Order”?

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Win the Customer’s Attention

Thanks to Amazon, customers expect fast shipping, so of course, they look for it right off the bat. A recent McKinsey survey reveals just how entrenched this customer preference has become: more than 90% of US online shoppers said that they expect free two-to-three-day shipping.

First and foremost, fast and free shipping is close to a prerequisite to growing on Amazon and Walmart. Every type of product on the marketplaces has at least one, and usually, multiple options that qualify for the Prime and TwoDay programs. If your products don’t qualify, you start at a massive deficit for the customer’s attention. On the marketplaces, offers with the key badges receive preferential placement in the Buy Box because the marketplaces know that’s what the customer wants to see. So, they receive more impressions, and those impressions are also more favorable and have a higher click-through rate than similar products without badges. In fact, Amazon estimates that adding a Prime badge to a product boosts its returns by 50%.

What happens on Amazon doesn’t stay on Amazon. Increasingly, customers expect to see fast and free shipping wherever they are online, not just on the major marketplaces. That’s no surprise – nine out of ten shoppers use the marketplaces to comparison shop online, so the vast majority of sales on a DTC website are still subject to competition from products with the Prime badge.

The upshot is that since customers are looking for fast and free shipping outside of the marketplaces, sellers can win their attention by delivering what they want in their copy and imagery. Services like Google Shopping offer merchants the ability to insert “Ships free & fast” copy on their images, increasing their likelihood to be seen and clicked on.

Google Shopping Example

Source: Google search for “smart watch”, 2/12/2024

In the example above, you can see that Target’s listing for an Apple Watch appears on Google Shopping’s carousel with a “Free 2-day” tag, indicating to the online shopper that they have a fast, easy, and free shipping method. In a sign of the escalating competition for fast fulfillment, you can also see that JC Penny offers same-day pickup for a smart watch they sell. This of course requires the customer to get to the store, but it’s also free, and even faster.

The trend has been clear for over a decade, but it bears repeating: customers expect fast and free shipping, and your product is much more likely to get noticed if it touts that clearly.

Set Clear Expectations

Once you have the customer on your product page, it’s not enough to just tell them that their order will come fast – the next level is telling them what day specifically the order will arrive. According to the Baymard Institute, a full 75% of online shoppers said that displaying “Estimated time of arrival” makes them more likely to buy the item.

Customers that need an item by a certain day (say, for a birthday) gain the confidence they need to buy your product from a specific delivery date. Without that certainty, they’re more likely to go elsewhere to make sure their needs are met.

On top of the pre-purchase experience, date-certain delivery also improves the post-purchase experience. If you tell a customer that an item will arrive on a specific day, they won’t experience any “Where Is My Order” anxiety before that day, and they’ll rest easy knowing that it’s on the way. This saves heartache for the customer and a headache for you.

Close the Deal

Offering fast and free shipping isn’t just a way to get the customer onto your Product Display Page – it’s also a critical tool to help convert that consideration into a purchase.

Free shipping is so powerful, it gets customers to increase their order sizes. BigCommerce’s Shipping Report Survey found that 84% of consumers have added an item to their cart in order to meet a minimum order limit for free shipping. Think about that for a second – it doesn’t just improve conversion on the original item that a shopper wanted; it actually improves conversion on a bigger order!

As we covered earlier in this section, customers love fast and free shipping. When they see that they’ll get it throughout the checkout process, they’ll feel better about your store and be more likely to convert.

Smooth Returns

Finally, your ecommerce fulfillment strategy dictates your returns strategy, and a smart returns policy can boost growth without causing an undue hit to profit. From the perspective of customer satisfaction, easy returns are good, no matter what.

According to several surveys and studies, half to two-thirds of customers expect a return window of up to 30 days. If they don’t understand your return policy, or if they see that it’s restrictive, they’re less likely to purchase from you. On top of that, 75% of shoppers expect to be able to return items for free.

Meeting this customer expectation will help you win more purchases from customers that aren’t as familiar with your brand, or customers that are accustomed to always being able to return what they purchase online.

Ecommerce Fulfillment’s Impact on the Post-Purchase Customer Experience

The post-purchase experience is an often-neglected but important aspect of ecommerce for sellers. Fast shipping is important, but the buyer experience does not end when a package is received. Unboxing and, if necessary, returns processes can create very positive or negative consumer impressions that affect brand loyalty, reviews, and ultimately the seller’s bottom line.

Make the Purchase Risk-Free

Fulfillment broadly describes the process of shipping an ordered product to a customer, so it’s no surprise that your fulfillment strategy has a massive impact on the post-purchase customer experience. It can make-or-break your prospects of turning a customer into a loyal repeat purchaser, and so delivering an excellent customer experience is critical to your long-term profitability.

Consider a few statistics about customer preferences for their post-purchase experience. 82% of shoppers say that the returns process influences their purchasing decision, and 60% say that the returns process is “important” when deciding whether to buy online. Or, we can boil this down to one key number: 84% of consumers would not return to a merchant after a single bad shipping experience.

It’s clear that along the entire post-purchase experience, there are many opportunities for brands to improve the customer experience and boost their future returns.

Provide Peace of Mind with Order Tracking

People like certainty in life, and order delivery is no exception to that rule. Customers want to track orders online and on mobile devices, and many want SMS communication throughout the fulfillment process. Fully 88% of customers prefer to receive order updates via text. And the industry has already largely adapted to these demands, with online retailers giving customers a choice of how they’d like to receive shipment updates during checkout.

If your customers are in the dark on where their package is, they’ll be unhappy; doubly so if it’s late. A concise and easy-to-understand tracking page is a must, and a branded one with proactive notifications is even better.

Wow Customers with Custom Packaging and the Unboxing Experience

You don’t get a second chance at a first impression, and your packaging can be a great physical introduction to your brand (or not). Any chef will tell you how much presentation matters to a diner’s overall impression of their meal, and in the same way your packaging and unboxing can improve a customer’s experience with your brand and product.

Wow Customers with Custom Packaging and the Unboxing Experience.

We know that this is just an article about operations, but let’s jump into the science of the question for a moment. A 2013 study published in Psychology & Marketing found the following about how attractive packaging affects the brain:

“First, attractive versus neutral packages evoked more intensive activity changes in brain regions associated with an impulsive system. Second, attractive and unattractive versus neutral packages led to less intensive activity changes in regions associated with a reflective system. Third, attractive packages activated regions associated with reward, whereas unattractive packages activated regions associated with negative emotions.”

In English, this means that a great package increases activity in the parts of people’s brains that deal with rewards. On the other hand, an ugly package increases brain activity in regions that deal with negative emotions.

A package is often quite literally a gift, but even when it’s not – don’t you want your customer to feel like they just received a present? With great packaging and a custom unboxing experience, you can make your order feel like a present – even if the customer ordered it for themself.

Give Customers a Reason to Stick Around

If your fulfillment strategy enables package inserts, then you can significantly upgrade the customer experience with value-add messages and discounts.

The best practice for inserts is to first include a thank you note for the customer, which makes them feel better about supporting a real business with real people. You might be surprised by how far this simple gesture can go in making ecommerce more personal and in building brand loyalty; you’ll get bonus points for including your photo on the note itself.

This simple gesture is ubiquitous in physical retail, but it gets lost in the shuffle of online shopping. Your packaging is an opportunity to make the customer feel good about their order and to build a budding connection with you and your brand.

Upgrade the customer experience with value-add messages, discounts, and a thank you note.

Another key insert is an explanation of the product itself. Customers, and especially first-time customers, want to get the most out of your product that they can, and so an explainer goes a long way towards them getting that value. You need to pay particular attention to your first-time buyers, as they’re the most critical customers to retain. Providing them with extra love in the form of a quick product explainer can go a long way.

Finally, don’t forget to include a special offer for the customer’s next purchase! People love getting a deal. While a 10% off slip in many of the packages you send seems like a lot at first, keep in mind that acquiring a new customer is 5 to 25 times more expensive than acquiring a new one. Knocking a few percent off the purchase price for a returning customer is far more efficient than advertising to win a new customer, and the more you induce customers to repeat, the more loyal they become, triggering a virtuous cycle.

How to Turn Ecommerce Order Fulfillment Into a Profitable Revenue Driver

Ok, you’re convinced – ecommerce order fulfillment has a huge impact on your customers’ experience, and you want to do better. But right about now, I’m sure that you’re thinking about how expensive everything that we laid out above can be. Expedited shipping alone can add $20 to $30 to each shipment, which would probably put you in the red even without any of the other items.

How can you adopt a great fulfillment strategy to delight customers and boost growth, without breaking the bank?

Offer Fast & Free Shipping Profitably with Distributed Ecommerce Fulfillment

If you want to affordably offer fast and free shipping to increase impressions and your conversion rate, then you need to adopt an Amazon-like distributed fulfillment model in which you strategically place inventory across the country.

Distributed fulfillment feeds two birds with one scone – first, it makes fast shipping much easier by placing inventory closer to customers. And second, because your inventory is close to all customers, you only need ground and economy shipping services to get it to them in 2 days, which actually reduces cost. To reiterate: distributed fulfillment will increase your top-line growth by enabling fast shipping, and at the same time it will increase your profitability by reducing shipping costs.

The chart below shows how much of the United States is covered by 1-day and 2-day shipping with FedEx’s Ground service. As you can see, two locations strategically placed on either coast leaves the entirety of middle America in the cold. Two more locations in the middle of the country will cover Texas and Chicago, and suddenly, you can offer 2-day shipping nationwide!

Offer Fast & Free Shipping Profitably with Distributed Ecommerce Fulfillment

Without this distributed approach with 4+ locations, you’ll severely curtail either your ability to grow or your ability to profit if you’re determined to offer fast & free shipping anyways. If you only offer fast & free shipping around your insufficient number of locations, then you’re essentially giving up on growth in other parts of the country. If you use expedited shipping to cover the whole country, then you’ll either have to eat the costs, wiping out your margin, or charge your customers, which again will curtail growth.

How to Adopt a Distributed Fulfillment Strategy

Amazon FBA and Walmart’s WFS both use a distributed fulfillment strategy, and they’ll work well for merchants that focus on selling small and standard products only on those marketplaces. Those limitations are already restrictive to your growth, and on top of that, Amazon’s inventory score and limits system make it difficult to launch new products via FBA. So they’re good solutions for merchants with heavily marketplace-focused growth strategies and a few proven products, but they fall short for others.

On the other hand, only the largest merchants can even consider opening 4 or 5 of their own locations across the country to operate a merchant-owned distributed network. And even for them, the warehouse and labor markets are extremely challenging. US industrial rents hit a record $8.30/sq ft in December 2024, and Amazon is offering starting pay of up to $22/hr in the hottest markets. Try competing with that and still turning a profit!

Thankfully, the best-in-class modern 3PLs are re-setting the standard for fulfillment outsourcing with models that are designed for distributed ecommerce order fulfillment. At Cahoot, we have a network of over 20 US fulfillment centers, so we strategically distribute every customer’s inventory to the optimal locations. With us, your products will always be delivered quickly, but you’ll never pay more than ground rates. And unlike the marketplace fulfillment solutions, we integrate with all of your sales channels and will customize our approach to your unique needs. Finally, we’ll grow with you – if you’re knocking it out of the park and want to raise the bar, we’ll add even more locations, and cover the whole nation with 1-day shipping! We’re an all-in-one solution for your ecommerce fulfillment needs.

Integrate Fast & Free Shipping into Advertisements

Once you’ve put your strategy for affordable fast shipping in place, you need to get the word out.

First, you’ll want to note that your products are shipping quickly all over your website, the marketplaces, your product display pages, and the checkout process. At each step, customers want to know that they’ll get the product quickly, and they’ll be even happier if you can give them a specific day.

On Amazon, if you’re not using FBA, you’ll need a provider that can qualify for the rigorous Seller Fulfilled Prime program to get the Prime badge. On Walmart, you simply need to prove to them that your orders are delivered quickly, and they’ll add the TwoDay tag. On your DTC site, your relevant app store will have a host of options that will install fast & free shipping tags in the right place all over your site.

It’s not just about your product listings, though. Did you know that you can tout your free & fast shipping right on your Google Ads?

Integrate Fast & Free Shipping into Advertisements

Source: Google Merchant Center Help

Google’s Merchant Center lays out a relatively simple process for getting the coveted tags right on your ads. As long as you can provide them with a data feed that proves that items will indeed be delivered quickly and at no cost to the customer, they’ll put a tag right on your ad’s image, boosting its Click-Through-Rate.

On top of that, some services will provide customers with real-time delivery dates and times right on your website. An app like theirs will help round out the growth benefits of fast & free shipping.

Thread the Needle on the Returns Process

Returns are a thorny issue for ecommerce merchants – as we explained above, customers expect zero-to-low cost, easy returns, yet returns can be incredibly expensive for the merchant. On top of that, they’re getting more common.

Optoro, a returns processor, estimates that a $50 returned item costs an average of $33 to process. At those numbers, a single return likely wipes out the net profit from a few sales, making it that much harder to grow the bottom line. Our friends at Seller Locker’s internal data backs this up, as they show that a 5% return rate results in a 20% loss of net profit.

How do you make returns easy and zero-stress to convert customers, but then keep them from returning items? Let’s take a look at why people return items, so that we can understand how to head off those issues.

Outside of the Apparel category, top reasons for returns are:

  1. Product issues: The item arrived damaged, quality issues, inaccurate description.
  2. Operational factors: late delivery, lost packages, wrong item received.
  3. Customer behavior: gift returns, price sensitivity, customer errors

The first two reasons are closely related to your fulfillment strategy or provider. Can you deliver >99.95% order accuracy? Does your fulfillment provider strategize with you about packaging to reduce transit damage rate? Do you store products securely in the warehouse and barcode scan each action for a clear paper trail?

If you can achieve these targets, then you’ll shrink returns due to damages or inaccurate orders to an absolute minimum. Your warehouse should use barcode scanning to govern actions, which shrinks errors to near-zero. And when errors do happen, your team can quickly see what went wrong and implement corrective measures.

Excellence in reducing returns due to failed expectations starts with your product display page. Clear imagery, product videos, and rich, descriptive text all help customers get familiar with your product before ordering, which in turn reduces the chance that they’ll be unpleasantly surprised upon receiving the item. Then, a package insert that gives the customer a quick primer on the product will help ensure that they don’t misunderstand how to use it.

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Head Off Questions to Your Customer Service Team

“Where Is My Order” (or WISMO) requests can make up a large portion of an ecommerce seller’s customer service inquiries. Customers shouldn’t have to ask where their order is! You should make it easy for a customer to get that information quickly, and without getting in touch with you.

The most basic approach is ensuring that you email the customer the tracking number that you get from your parcel carrier. The major carriers and many regional ones all have online package tracking, so if you send the customer their number, then they can easily look up where their package is. Just by doing this, you can save labor for your customer service team, reduce your costs, and improve the customer’s experience.

The next level for answering WISMO inquiries is a branded tracking page. Why let the carriers own this part of the customer experience? Many shipping softwares, and some fulfillment providers (like Cahoot) can power branded tracking pages for their customers.

Proactive customer messaging and easy to find order tracking.

With a branded tracking page, your brand captures the positive feelings from your customer when they get an easy-to-understand update on where their order is in the delivery process. Better yet, you can put advertisements or links to customer resources on the page, which can lead to cross-sells and more loyal customers.

Recap

Whether you’re tackling fulfillment yourself or looking for a partner that can shoulder the load for you, we hope that we’ve provided a roadmap for you to use it as a profit driver, not just another cost center.

Customers have come to expect extremely high standards in certain aspects of fulfillment, like shipping speed and cost, while there’s still room to wow them in others, like custom packaging. If you can use fulfillment to meet and exceed the customer’s expectations, then you’ll reap the rewards in growth. The more efficiently you can do it, the more that growth will contribute to your bottom line.

If you need help with affordable, fast shipping, please don’t hesitate to reach out to our team at Cahoot! Our group of fulfillment experts will take the time to learn your business and your unique needs, discuss fulfillment strategy, and figure out what you can do to boost your profitable growth. Here’s to turning ecommerce order fulfillment into a new source of success!

Written By:

Jeremy Stewart

Jeremy Stewart

Jeremy Stewart leads customer success at Cahoot, helping merchants achieve high-performance logistics through smart technology and process optimization. With a background in both ecommerce operations and client services, Jeremy ensures that every merchant using Cahoot gets measurable results—whether they’re scaling from one warehouse to many or managing complex returns.

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Best 3PL Companies for Amazon Seller Fulfilled Prime in 2025

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This article contains our 2025 review of third-party logistics providers associated with Amazon Seller Fulfilled Prime. It remains available as a historical comparison, but provider capabilities, Amazon requirements, ownership structures, and public SFP offerings can change.

For our current research and updated provider shortlist, read our evergreen guide to Seller Fulfilled Prime 3PL providers .

This is our 2025 provider comparison

We have since completed a new review of the U.S. Seller Fulfilled Prime 3PL market. The updated guide uses current SFP requirements, provider evidence, network limitations, and use-case fit to identify which providers are presently worth evaluating.

Read the Current SFP 3PL Guide

Key Takeaways

  • This article reflects the SFP provider market as it was evaluated in 2025. It should not be treated as our current provider shortlist.
  • Seller Fulfilled Prime requires more than ordinary Amazon fulfillment or two-day shipping. Sellers must evaluate delivery-promise coverage, same-day execution, weekend operations, tracking, carrier performance, inventory placement, and exception recovery.
  • A provider that supported SFP in the past may have changed its service offering, fulfillment network, ownership, or public positioning.
  • Our current provider research is available in the updated Seller Fulfilled Prime 3PL guide.
  • Sellers preparing for the program should also use the Seller Fulfilled Prime Trial Checklist before selecting a fulfillment partner.

Understanding Amazon Seller Fulfilled Prime

Amazon’s Seller Fulfilled Prime (SFP) program gives businesses a chance to combine the perks of Prime eligibility with the freedom to handle their own shipping. Introduced in the mid-2010s and revamped in 2023, SFP allows Sellers to ship directly from their warehouses or through trusted third-party logistics (3PL) providers, all while showcasing the coveted Prime badge.

This program is an excellent fit for Sellers who can meet Amazon’s tough delivery standards and want to avoid some of the restrictions and costs of Fulfillment by Amazon (FBA). By joining SFP, businesses gain access to millions of loyal Prime members, making it a potentially game-changing opportunity.

How Seller Fulfilled Prime Works

At its core, SFP puts Sellers in charge of the entire fulfillment process—from storage to shipping. This control comes with significant responsibilities, particularly when it comes to delivery speed. Sellers are expected to:

  • Meet Amazon’s current one-day and two-day delivery-promise coverage requirements for each applicable product size tier.
  • Maintain an on-time delivery rate of at least 93.5%.
  • Maintain a valid tracking rate of at least 99%.
  • Keep the seller-initiated cancellation rate at or below 0.5%.
  • Operate in accordance with Amazon’s current cutoff, weekend, carrier, shipping-template, trial, and program requirements.

Amazon changes SFP requirements over time. For the latest thresholds and operational interpretation, see our current Seller Fulfilled Prime guide and July 2026 SFP speed-requirement update.

Note that page view metrics must be met regardless of whether or not a purchase was made, and this simply means that the estimated delivery date displayed to the customer on your listing page was either 1 or 2 days from today if the view was before 2pm local time, or 1 or 2 days from tomorrow if the view was after 2pm local time. Amazon fully controls page views, it is out of a Seller’s hands.

To meet these expectations profitably, businesses need a well-oiled logistics setup, often involving multiple warehouses and a streamlined shipping process that ensures same-day shipping including carrier origin scans.

Program Requirements and Performance Metrics

Amazon holds SFP participants to high standards. The key metrics that Sellers must consistently meet include:

  • On-Time Delivery Rate: At least 93.5% of orders should arrive as promised.
  • Valid Tracking Rate: A minimum of 99% of shipments must include accurate tracking numbers using authorized carriers.
  • Cancellation Rate: Sellers need to keep pre-fulfillment cancellations below 0.5%. This means no overselling which Amazon considers a bad experience.

Sellers must first prequalify for Seller Fulfilled Prime, then complete a 30-day trial while meeting Amazon’s performance requirements before enrollment. Falling short can lead to warnings, suspension of Prime eligibility, or even removal from the program. If a seller is removed from the program, Amazon allows reenrollment by prequalifying again and starting a new trial, subject to current program policies and trial-attempt limits.

Pros and Cons of Seller Fulfilled Prime

The SFP program offers compelling advantages. Products with the Prime badge often see a boost in visibility and sales, with some businesses reporting significant growth. Sellers also have more control over their inventory and branding, which allows for custom packaging and better alignment with their overall business strategy. Compared with FBA, Seller Fulfilled Prime may reduce some storage-related costs for certain sellers, but the cost tradeoff depends on current Amazon fees, shipping mix, and the seller’s own warehouse network.

However, SFP is not without its challenges. Sellers must invest heavily in logistics infrastructure and technology, especially if they need to cover nationwide delivery. Meeting Amazon’s high standards consistently requires operational excellence, and shipping costs can add up, particularly for larger or expedited orders.

The Role of 3PLs in Supporting SFP

Third-party logistics providers play a critical role in helping businesses succeed with SFP. The right 3PL partner offers the expertise, tools, and infrastructure necessary to meet Amazon’s stringent requirements. Important traits of a reliable 3PL include:

  • Cutting-edge technology: Systems that support real-time inventory tracking, multi-warehouse management, and seamless integration with Amazon’s platform.
  • Tailored solutions: Customized fulfillment strategies for unique products like oversized items or goods that need special handling.
  • Strong shipping partnerships: Relationships with reliable carriers to ensure timely pickups origin scans, and deliveries.
  • Deep understanding of Amazon policies: Knowledgeable support to help Sellers stay compliant with SFP requirements.

Provider capabilities should be verified directly before entering a sales process. A company may support Amazon FBM, FBA prep, marketplace fulfillment, or fast delivery without currently supporting the operational requirements of Seller Fulfilled Prime.

Our current review found that the U.S. SFP provider market is narrower than broad Amazon-fulfillment marketing suggests. See the current SFP 3PL shortlist for the providers we presently consider worth evaluating and the caveats attached to each one.

Leading 3PL Companies for Seller Fulfilled Prime

A third-party logistics provider can be transformative for growing ecommerce businesses. These 3PL companies offer a myriad of benefits, including time, energy, and cost savings. Moreover, they provide access to shipping discounts, data analytics, and affordable warehousing solutions, which are indispensable for scaling operations. Ecommerce businesses can focus more on their core activities while ensuring seamless logistics management by tapping into the infrastructure and expertise of a third-party logistics company.

However, with numerous third-party logistics companies in the market, ecommerce businesses often grapple with determining the best fit for their specific needs. 3PL companies provide a range of services such as order fulfillment, inventory management, picking, packing, and shipping, making them an integral part of the ecommerce ecosystem.

A 3PL partnership allows merchants to automate fulfillment processes, enhance efficiency, and deliver a superior customer experience.

Historical provider information

The provider descriptions below reflect our 2025 assessment. They have not all been revalidated as current recommendations. Before contacting a provider, confirm its present SFP support, eligible facilities, size-tier coverage, weekend operations, carrier model, trial support, and delivery-promise coverage.

Our 2025 SFP Provider Comparison

Selecting the right 3PL provider necessitates a thorough comparison of their capabilities, services, and network reach. The providers in this 2025 comparison were selected based on their ability to meet stringent SFP requirements, provide efficient logistics services, and support business growth.

These top providers leverage a global network of fulfillment centers and supply chains, enabling strategic inventory placement for faster and cost-effective shipping. Having multiple warehouses allows inventory to be stored closer to customers, significantly enhancing delivery speed and reducing shipping costs. In practice, many sellers rely on distributed inventory and efficient ground-shipping coverage to make Seller Fulfilled Prime work economically at scale, although Amazon does not prescribe a specific warehouse-network model. A minimum of 4 locations is required to support SFP, but realistically, 6 locations is what will achieve > 90% of 1 and 2-day shipping using Ground. There will always be some expensive air shipping required to deliver orders on time, but above 6 locations, we start to see diminishing returns on the additional investment in inventory (capital) and inventory management (time).

This section will dig into the unique offerings of each provider, helping you understand which third-party logistics company aligns best with your business needs.

Cahoot

2026 status: Included in our current evergreen SFP provider shortlist.

Cahoot operates a peer-to-peer fulfillment network, specifically designed to meet the rigorous requirements of Amazon Seller Fulfilled Prime. This innovative model allows for efficient sharing of fulfillment resources among partners within the network, optimizing logistics operations and reducing costs. Cahoot ensures compliance with Amazon SFP standards, making it a reliable choice for ecommerce businesses seeking to enhance their fulfillment processes. And, if you already have a trusted 3PL that can support SFP but just doesn’t have enough locations to support it profitably using Ground shipping, Cahoot is the only solution that will allow you to BYO3PL (Bring Your Own 3PL). We can onboard your 3PL seamlessly into the network to fulfill orders in the regions that they can support.

Partnering with Cahoot not only guarantees adherence to Amazon’s stringent criteria but also provides ecommerce merchants with the tools and infrastructure needed to streamline their logistics operations across all sales channels under one roof, so to speak. And flexible features, such as supporting branded packaging, are attractive benefits. This makes Cahoot an attractive option for businesses of just about any size.

Fulfillment by Amazon Is an Alternative to SFP, Not an SFP 3PL

Fulfillment by Amazon and Seller Fulfilled Prime are separate fulfillment models. With FBA, Amazon stores and fulfills the inventory. With SFP, a qualified seller earns the Prime badge while fulfilling eligible orders through its own operation or an outside fulfillment partner.

Sellers may use FBA for some products and SFP for others, but FBA should not be evaluated as a third-party logistics provider for SFP orders. The relevant question is whether a seller should use FBA, SFP, or a SKU-level combination of the two.

For a more useful comparison, read: Seller Fulfilled Prime vs. FBA.

Ware2Go

2026 status: Evaluated in our current evergreen SFP provider guide as part of the combined STORD / Ware2Go offering.

Ware2Go offers a flexible and scalable fulfillment network designed to adapt to changing market demands. This agility makes it an excellent choice for ecommerce businesses looking to efficiently manage their logistics operations and meet customer expectations in a dynamic market environment. As a UPS company, Ware2Go emphasizes a UPS-connected network; sellers should confirm carrier flexibility and service-level options directly with Ware2Go during evaluation.

Staci Americas

2026 status: Not included in the current main shortlist because its public positioning did not provide enough modern SFP operating detail for our evaluation criteria.

Staci Americas supports Amazon Seller Fulfilled Prime, providing real-time success insights through an easy-to-use web portal that displays order status, inventory, trend reports, and metrics. This transparency helps ecommerce businesses track their fulfillment performance and make data-driven decisions. Additionally, Staci Americas allows items to be shipped in the Seller’s branded box, enhancing brand visibility and customer experience.

One significant advantage of Staci Americas is the ability to control costs by paying predictable rates for only the space and services used, unlike FBA, which has high storage costs that can rise during the holidays. Their knowledgeable customer service is available whenever needed, offering a level of support that FBA may not provide.

Red Stag Fulfillment

2026 status: Included in our current shortlist for extra-large, bulky, heavy, and specialized-product use cases, subject to validating coverage from its limited warehouse footprint.

Red Stag Fulfillment specializes in shipping heavy items that require special handling, catering primarily to small businesses that ship such products. With two warehouse locations in the US, Red Stag ensures efficient logistics operations for its clients, providing targeted support to American ecommerce businesses.

The company utilizes a cloud-based system and integrates with various ecommerce platforms like Shopify, Amazon, and eBay. Custom integrations are also available via an API, enhancing their service offerings.

This combination of specialized services and advanced technology makes Red Stag Fulfillment a valuable partner for businesses with unique shipping needs. However, only having 2 locations limits RSF’s ability to support Seller Fulfilled Prime. Sellers must either only sell items in the Oversize and Extra Large size tiers in those two regions (regional fulfillment), or they must absorb 1 and 2-day air shipping costs to deliver orders for Standard size products to nationwide customers.

Fulfyld

2026 status: Not included in the current main shortlist because its SFP messaging appeared broad and outdated relative to newer program requirements.

Fulfyld is recognized for its cost-effective ecommerce fulfillment solutions tailored for online merchants. Founded in 2014, Fulfyld has established 8 fulfillment locations in the Southeast United States and integrates with popular platforms like Shopify, Adobe Commerce (formerly Magento), and BigCommerce. Fulfyld meets Amazon Seller Fulfilled Prime (SFP) requirements, however, only having warehouses in the Southeast creates the same problem that Red Stag has. Sellers considering Fulfyld for Amazon Seller Fulfilled Prime should verify current SFP support, network coverage, and shipping economics directly with the provider Regardless of how fast and accurately orders can be shipped, Sellers are either limited to selling large and bulky items in the Southeast only (regional fulfillment), or they must absorb 1 and 2-day air shipping costs to deliver Standard size products to nationwide customers.

In addition to its fulfillment services, Fulfyld offers FBA prep services, including quality assurance checks, barcode labeling, bundling and kitting, and various packaging options like poly-bagging and shrink wrapping. These comprehensive fulfillment service options make Fulfyld a good choice for ecommerce businesses looking for efficiency and cost savings.

ShipMonk

ShipMonk was included in our 2025 review based on the SFP-related information available at the time. Our newer market review did not include ShipMonk in the current shortlist because visible SFP support had been removed from its primary page copy and we could not find enough current public evidence to treat it as an active U.S. SFP provider.

ShipMonk may still be relevant for broader ecommerce fulfillment, Amazon FBM, or other marketplace use cases. Sellers specifically evaluating Seller Fulfilled Prime should confirm current program support directly before assuming that ShipMonk can operate an SFP account.

See our current provider exclusions and validation notes for the latest assessment.

Key Features to Look for in a 3PL Company

Identifying the right 3PL provider is essential for ecommerce success, as each company offers unique capabilities tailored to business needs. Most outsourced fulfillment partners can help streamline logistics processes enhancing delivery speed and accuracy, but top 3PL companies offer high-quality customer service, advanced software, and transparent pricing, avoiding hidden fees to allow for better management of your logistics costs.

Benefits of Distributed Inventory and Multi-Warehouse Fulfillment

Utilizing multiple distribution centers can significantly lower shipping expenses and enhance delivery speed to customers. Distributing inventory allows businesses to manage risks better, as alternative fulfillment options are available during emergencies. Amazon doesn’t care if an order is shipped and delivered late because of a snowstorm or other type of weather event. So, distributing inventory ensures that orders can be rerouted and fulfilled from the nearest operating distribution center to the customer.

Faster shipment through distributed inventory also leads to higher customer satisfaction and potentially increased sales. Just because Amazon says an order needs to be delivered in 2 days, doesn’t mean that it can’t be delivered in 1-day with Ground shipping. Shipping and delivering early will delight your customers and keep them coming back.

Intuitive Software and Technology

Intuitive software and technology play a vital role within the logistics industry to aid in the successful management of inventory including placement and replenishment. To support Seller Fulfilled Prime using distributed inventory, advanced order routing is required to ensure that all orders are assigned to the cheapest warehouse to fulfill and ship based on real-time rate shopping across all carriers and services. Also, easy-to-use software that natively integrates with leading ecommerce platforms and marketplaces ensures that products are correctly listed across channels and that orders make it into the fulfillment queue so they can be fulfilled accurately and on time, every time. Features like real-time updates to and from sales channels allow businesses to respond promptly to changes in inventory, shipping status, cancellations, and returns, and enable shipping and delivery confirmation messaging which adds to the overall user experience.

Advanced 3PL software makes it easy to create inbound work orders, create discounted parcel shipping labels for the inbounds, or schedule LTL or FTL pickups, container drop-offs, etc. They also provide in-depth management, data analytics, and an easy-to-understand interface for effective order management. Automated inventory management systems help reduce manual errors and enhance operational efficiency, making them indispensable tools for ecommerce businesses.

Strong Partner Network

A robust partner network enhances logistics flexibility and efficiency, enabling 3PLs to provide specialized services and innovative solutions tailored to client requirements. This network allows 3PL providers to offer a wide range of services, from warehousing solutions to freight forwarding (import/export), ensuring comprehensive logistics support.

Cahoot and Staci Americas, for instance, provide tailored solutions for Seller Fulfilled Prime, enhancing support for merchants engaged in Amazon’s fulfillment program. This kind of specialized support is a testament to the value of a strong partner network in meeting the diverse needs of ecommerce businesses.

Competitive Shipping Discounts

3PL companies often negotiate much better shipping rates than an ecommerce business can by aggregating their volume, sometimes including freight volume. This allows them to pass on the benefits of reduced costs to merchants, enhancing overall logistics cost efficiency. These negotiated shipping discounts can improve margins substantially, making these top 3PLs attractive ecommerce partners.

For example, Red Stag Fulfillment offers shipping discounts for various carriers, particularly for oversized items. Cahoot has multiple rate cards across carriers and services to optimize shipping cost for certain sizes going to certain zones at various speeds. So whether you’re shipping small and light, bulky and light, large and heavy, or somewhere in between, there’s a solution for minimizing parcel shipping cost.

It’s worth noting that Cahoot is the only fulfillment solution in this list that allows you to bring your own negotiated carrier accounts. So for example, if you only want to outsource your SFP volume to Cahoot and keep non-SFP volume in-house, you can keep all your shipping postage on your carrier accounts to maintain your rates for all seller-fulfilled orders.

The Role of Customer Service in 3PLs

Customer service is a critical component of any successful logistics partnership. A reputable 3PL provider should adapt to evolving business needs and support growth effectively. High-quality exceptional customer service ensures smooth operations, quick issue resolution, and proactive communication, positively influencing business outcomes.

Automated solutions for returns, offered by many 3PLs, streamline the process and improve customer satisfaction. A well-structured returns process can enhance customer retention and drive brand growth. Pre-vetted recommendations from a 3PL also help ecommerce businesses by providing solutions that have worked for other customers. Modern 3PLs can support newer and more profitable returns business models such as peer-to-peer solutions. Once a return is approved, it’s automatically relisted as an open-box item at a pre-determined discount. You never have to touch the return or pay for the reverse logistics. Everybody either saves money or gets a reward for their participation.

Dedicated Account Management

Having a dedicated account manager stimulates personalized communication and promotes deep understanding of a business’s specific needs. This personalized support is particularly beneficial for high-volume shippers, or those with large or complex product catalogs, or those with specialty project needs such as selling on Good Morning America or The View where advanced planning and rapid execution are required, or for those with specialized needs such as assembly of custom shipping containers for exceptionally fragile products. A dedicated account manager tailors customized services for businesses with unique needs, and Cahoot is well-known to support all of these types of clients and more.

Multi-Channel Support

Multi-channel customer support, (primarily email, live chat, and phone support), is essential for ensuring effective communication and problem resolution between businesses and their 3PL providers. Responsiveness and availability of support across different channels can positively impact customer satisfaction through efficient use of time for issue resolution.

Advanced Fulfillment Solutions

As the ecommerce fulfillment landscape becomes increasingly competitive, innovative fulfillment solutions are essential for delivering positive customer experiences. Advanced fulfillment capabilities such as fast same-day processing and disciplined returns management can improve operational performance for SFP sellers, even though Amazon’s program requirements are ultimately defined by its current policy and performance standards. So make sure your fulfillment partner can accommodate.

Many 3PL providers offer additional services like inventory refurbishment and refreshing damaged retail packaging so units are sellable in new condition, which increases resale opportunities, increases margins, and reduces waste. Implementing these advanced solutions allows ecommerce businesses to stay ahead of the competition.

Automated Order Fulfillment

Automation in order fulfillment operations can streamline processes and improve overall productivity within logistics operations, but more importantly, it reduces fulfillment defects which leads to increased customer satisfaction and loyalty, and reduces return rates which increases profitability and helps to retain what could have been lost revenue.

Strategically locating inventory in multiple warehouses is crucial for achieving 1 and 2-day shipping coverage. For instance, merchants need to strategically locate inventory in four warehouses to ensure 2-day shipping coverage across the continental U.S. Achieving 1-day delivery necessitates positioning inventory in at least 6 fulfillment centers, but as many as 9 may be needed depending on the size and weight of your products.

Real-Time Inventory Management

Real-time inventory tracking enables businesses to more easily manage the supply chain and fulfill customer expectations effectively. Real-time tracking automatically updates stock levels as inventory moves, enhancing visibility and aiding in effective decision-making regarding fulfillment and procurement. Consistent and regular inventory cycle counts ensures that the accurate available quantity is known at all times.

Technology that automatically synchronizes inventory counts and prices across multiple sales channels helps eliminate listing issues that lead to overselling and pre-fulfillment cancellations (which is one of the SFP performance metrics that is closely monitored by Amazon).

Reverse Logistics and Returns Management

3PLs streamline ecommerce returns by offering an easier process, including prepaid return labels and return tracking. Effective customer support for returns includes real-time communication and transparency, enhancing engagement and satisfaction.

Utilizing peer-to-peer returns can lead to significant savings on shipping expenses and a decrease in the time needed for warehouse processing. The immediate restocking of returned products upon request can drastically reduce the processing time typically required at warehouses, and thus, reduces the time to resale. This approach helps businesses manage returns efficiently and improve overall customer experience.

Overcoming Challenges and Ensuring Success

Thriving in the SFP program requires a combination of smart planning and solid execution. Sellers need to position warehouses strategically, ideally near major population hubs, to optimize delivery speeds, (for example, states located in the Northeast, Southeast, North Central, South Central, Northwest, and Southwest regions of the US). Monitoring performance metrics regularly and making real-time changes to promotions to drive eyeballs (page views) is another key to success. This allows sellers to identify and address any issues or dips in metrics before they escalate. Partnering with a capable 3PL provider that offers SFP consulting is also a wise move, as their expertise can help businesses navigate challenges and adapt to Amazon’s unforgiving requirements.

Summary

This article documents how we evaluated the Seller Fulfilled Prime provider market in 2025. It remains useful for historical comparison, but it should not be used as Cahoot’s current provider recommendation list.

Since this article was published, Amazon’s requirements have evolved, providers have changed their public offerings, and the market has consolidated. Our newer research also uses stricter criteria, including current SFP evidence, delivery-promise coverage, size-tier fit, weekend operations, carrier risk, trial support, inventory placement, exception management, and SKU-level economics.

Continue with the current resources:

Frequently Asked Questions

Is this still Cahoot’s current list of Seller Fulfilled Prime 3PLs?

No. This page contains Cahoot’s 2025 provider comparison. For the latest provider research, use our current Seller Fulfilled Prime 3PL guide.

Why did the provider shortlist change?

Provider services, warehouse networks, company ownership, Amazon requirements, and publicly documented SFP capabilities can change. Our current shortlist uses updated evidence and more demanding criteria around delivery-promise coverage, weekend operations, carrier performance, trial support, exception management, and SFP-specific operating knowledge.

Is Fulfillment by Amazon an SFP 3PL?

No. FBA and Seller Fulfilled Prime are separate fulfillment models. FBA inventory is fulfilled by Amazon. SFP orders are fulfilled by the qualified seller or its chosen fulfillment partner while the seller remains responsible for meeting Amazon’s SFP requirements.

Compare Current Seller Fulfilled Prime 3PL Options

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Written By:

Jeremy Stewart

Jeremy Stewart

Jeremy Stewart leads customer success at Cahoot, helping merchants achieve high-performance logistics through smart technology and process optimization. With a background in both ecommerce operations and client services, Jeremy ensures that every merchant using Cahoot gets measurable results—whether they’re scaling from one warehouse to many or managing complex returns.

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3PL vs 4PL: What’s the Difference and Which Is Right for Your Brand?

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Logistics is the backbone of any successful business, ensuring that products move efficiently from origin to customer. At its core, logistics management involves coordinating transportation, inventory management, and warehouse operations to keep the supply chain running smoothly. As businesses grow and supply chains become more complex, managing these logistics operations in-house can become overwhelming. That’s where third-party logistics (3PL) and fourth-party logistics (4PL) providers come in. 3PLs handle specific logistics functions, like shipping, storage, and fulfillment, while 4PLs oversee the entire supply chain network, orchestrating multiple logistics partners and optimizing every link in the chain. Understanding the differences between 3PL and 4PL is essential for making informed decisions about your logistics strategy, ensuring you choose the right partner to boost supply chain performance and support your business goals.

Why This Question Matters More Than Ever

After many years working alongside ecommerce operators, from Shopify startups to enterprise Amazon sellers, I’ve noticed a pattern: brands rarely know what kind of logistics partner they’ve signed up for. Is it a 3PL or a 4PL? And does that even matter?

Absolutely. In 2025, as ecommerce supply chains get more fragmented and customer expectations rise, choosing the right model, third-party logistics (3PL) vs. fourth-party logistics (4PL), can be the difference between scalable growth and operational chaos.

This guide explains how each model works, who it’s best for, and what I’ve learned watching merchants succeed (and fail) with both.

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Understanding First-Party Logistics

First-party logistics (1PL) is when a business takes full responsibility for its own logistics operations. This means managing everything from transportation and inventory management to warehouse operations without relying on external logistics providers. With 1PL, you have complete control over your supply chain, allowing for maximum flexibility and direct oversight. However, as supply chains become more complex and customer expectations rise, handling all logistics services internally can strain resources and require significant expertise. That’s why many businesses turn to third-party logistics (3PL) and fourth-party logistics (4PL) providers for outsourced logistics services. By partnering with a specialized logistics company, you can focus on your core competencies, like product development and marketing, while experts handle the logistics operations that keep your business moving.

What Is a 3PL?

A third-party logistics provider (3PL) is a logistics company that handles specific logistics services for your brand, usually order fulfillment, warehouse management, inventory storage, and arranging transportation. Most 3PLs operate their own warehouses and utilize specialized infrastructure to efficiently manage logistics functions. They are responsible for the physical movement of goods within the supply chain. You (the merchant) still manage the broader supply chain operations, but the logistics provider takes care of executing the day-to-day logistics tasks.

Common 3PL Functions:

  • Pick, pack, and ship orders
  • Store and manage inventory
  • Integrate with your ecommerce platforms
  • Provide basic shipping label software
  • Handle returns and restocking

Most 3PLs operate their own warehouses (or lease space) and use their own logistics processes and systems. You interact directly with them, often one location at a time (or more often, they only have a single location from which they store and ship all inventory).

What Is a 4PL?

A fourth-party logistics provider is a higher-level logistics partner that manages the entire supply chain network for you. Rather than owning physical warehouses, 4PLs act as supply chain orchestrators, managing multiple 3PLs, freight forwarders, software tools, and carriers to optimize performance. A fourth-party logistics provider integrates multiple logistics services to deliver comprehensive supply chain management. They manage logistics by overseeing logistics managers and coordinating advanced technology platforms. 4PLs oversee a wide range of supply chain activities, ensuring every aspect of the supply chain is optimized. In addition, they coordinate with other supply chain partners to achieve seamless collaboration and efficiency.

You don’t talk to the warehouse. You talk to your 4PL, who owns the relationship with the other service providers and handles strategic planning, problem solving, performance management, and leverages digital platforms for real-time information exchange and effective communication.

Common 4PL Responsibilities:

  • Select and manage multiple 3PLs (or peer-to-peer fulfillment services providers)
  • Coordinate freight, final-mile delivery, and returns
  • Optimize inventory distribution across warehouses
  • Deliver a single point of contact and centralized platform
  • Provide analytics, performance metrics, exception management, and cost optimization

Core Competencies: What Should You Keep In-House?

When evaluating whether to outsource logistics operations to a 3PL or 4PL provider, it’s crucial to identify your business’s core competencies, the unique strengths and expertise that set you apart in the market. By keeping these core activities in-house and outsourcing non-core logistics functions, you can streamline your supply chain, boost operational efficiency, and focus resources where they matter most. Outsourcing logistics operations to the right logistics partner allows you to tap into specialized knowledge, advanced technology, and established networks, all while maintaining control over your strategic direction. However, it’s important to carefully assess potential partners to ensure their values and capabilities align with your business objectives, so you can optimize supply chain performance without compromising on quality or service.

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The Key Differences Between 3PL and 4PL

Dimension
3PL (Third-Party Logistics)
4PL (Fourth-Party Logistics)
Focus
Operational execution
Strategic supply chain management
Assets
Own or lease physical infrastructure
Often asset-light, tech-led
Point of Contact
Merchant works directly with 3PL
4PL manages communication with all partners
Technology
Basic integration, label tools
Unified dashboard + optimization
Scalability
Limited to 3PL’s network and infrastructure
Designed to scale across regions and continents
Control & Flexibility
Higher brand-side control
Less control, but more orchestration
Best for
Brands shipping from 1 – 2 warehouses
Brands ready to scale nationally or globally

4PL providers offer a broader range of logistics solutions compared to 3PLs, managing the entire fulfillment process from start to finish. Their enterprise-level capabilities make them ideal for large businesses with complex supply chain needs. Both 3PLs and 4PLs provide unique services tailored to different business requirements.

Supply Chain Agility: Why It Matters

In today’s rapidly changing logistics landscape, supply chain agility is more important than ever. The ability to quickly adapt to shifts in demand, market trends, or disruptions can make or break a business. 3PL and 4PL providers play a key role in enhancing supply chain agility by offering flexible, scalable logistics solutions and leveraging advanced technologies to manage complex supply chains. By partnering with logistics experts who understand the intricacies of the entire supply chain, businesses can respond faster to customer needs, reduce costs, and improve overall supply chain performance. In a world where speed and adaptability are critical, having an agile logistics partner can give your brand a significant competitive edge.

When to Use a 3PL

3PLs are a good fit when:

  • You’re in early to mid-growth stages
  • You want hands-on control of warehouse operations
  • You don’t need to split inventory across regions (yet)
  • You’re shipping under 1,000 orders/month
  • Your customer base is geographically concentrated

I’ve seen brands stay with one strong 3PL for years with solid results, until they hit growth friction: slow shipping to the coasts, rising shipping costs, inventory imbalances, and no clear path to multi-node fulfillment.

That’s usually the signal that a 4PL might make sense.

When to Consider a 4PL

4PLs are best suited for brands that:

  • Need to scale fulfillment across multiple regions (or countries) and channels
  • Want a single point of contact for a complex supply chain
  • Are juggling multiple logistics providers and supply chain partners already, and need coordination
  • Want to reduce supply chain complexity and focus on growth
  • Are optimizing for an efficient supply chain and logistics performance, not just cost

4PLs often build long-term partnerships with clients, ensuring ongoing collaboration and strategic alignment. In other words, a 4PL isn’t just a bigger 3PL; it’s a strategic partner that sits above the supply chain and helps run it by coordinating various supply chain partners for optimal results.

The Overlooked Tradeoffs

Control vs. Leverage

Working with a 3PL often gives you more control; you can call the warehouse, negotiate rates, and see the floor. But you’re also on the hook when something breaks.

A 4PL gives you leverage. You offload responsibility, but you also have to trust their playbook.

Cost vs. Efficiency

A single-location 3PL might look cheaper on paper. But when you factor in:

  • Long-zone shipping costs
  • Lost sales due to slow delivery
  • Manual coordination across tools

… the cost advantage disappears fast.

And, 4PLs can often deliver lower total landed costs, even if certain fees are higher, because the total operational cost is lower by design.

Physical Assets vs. Digital Coordination

3PLs operate trucks, racks, boxes, and forklifts. 4PLs operate dashboards, rules engines, and playbooks. If your brand needs to move fast, digital flexibility often trumps physical ownership.

Transitioning to a New Logistics Model

Switching to a new logistics model, such as moving from a 3PL to a 4PL provider, can be a game-changer for your business, but it requires thoughtful planning and execution. Start by evaluating your current logistics operations to pinpoint pain points and opportunities for improvement. Consider how a new logistics partner or model could help you achieve your strategic goals, whether that’s expanding into new markets, improving operational efficiency, or optimizing supply chain performance. Develop a detailed transition plan that addresses potential risks and outlines steps to minimize disruptions during the changeover. By carefully selecting a logistics partner that aligns with your business values and objectives, and by managing the transition process proactively, you can unlock new levels of efficiency and set your supply chain up for long-term success.

Real-World Example: Growing Out of a 3PL

One of the brands I work with started with a single-location 3PL in New Jersey. At first, it worked great. Shipping was fast to the Northeast, costs were low, and customer experience was solid.

But as their TikTok growth exploded, they suddenly had customers in California, Texas, and Florida, and 2-3 day delivery was now 4-5. Shipping costs skyrocketed. Their 3PL couldn’t scale to additional nodes, so they started DIY-ing with another warehouse in Utah.

Now they were a brand trying to manage two 3PLs, two tech stacks, and duplicate inventory forecasting.

Eventually, they switched to Cahoot (a 4PL). We redistributed inventory to match order heatmaps, brought multi-node fulfillment under a single unified SLA, and gave them a single point of contact to run the whole network. Their logistics model matured, and so did their CX scores.

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What About 5PL?

Yes, it exists. A fifth-party logistics provider (5PL) manages entire fulfillment ecosystems, usually using AI-powered platforms and predictive demand tools. Think of 5PLs as digital-only logistics architects for enterprise brands shipping globally.

Each party logistics provider, from 1PL to 5PL, represents a different level of supply chain management, with higher numbers indicating more comprehensive, strategic oversight and integration across the logistics process.

But most ecommerce merchants won’t hit that level unless they’re operating multiple DTC brands or $100M+ in GMV.

Choosing the Right Model for You

There’s no universally “better” choice between 3PL vs 4PL; it depends on your stage, structure, and strategic goals. But here’s the rule of thumb I share with every merchant:

If you’re spending more time coordinating your fulfillment than growing your business, it’s time to move up the stack.

Let logistics be handled by experts. Just make sure they’re aligned with your brand goals, not just your carton counts.

Frequently Asked Questions

What is the main difference between 3PL and 4PL?

A 3PL handles physical logistics tasks like shipping and warehousing. A 4PL manages the entire logistics ecosystem, coordinating multiple 3PLs, carriers, and tech tools, so the merchant doesn’t have to.

Is a 4PL better than a 3PL?

Not always. A 3PL gives you more direct control, while a 4PL delivers orchestration and scale. 4PLs are better for multi-node fulfillment, complex supply chains, or international operations.

Does a 4PL own warehouses?

Usually not. Most 4PLs are asset-light and rely on partnerships with multiple 3PLs or merchant-owned and operated facilities. Their value comes from coordination, optimization, and supply chain performance management.

Is Cahoot a 4PL?

Yes. Cahoot operates as a tech-driven 4PL with a best-in-class peer-to-peer 3PL network under the hood. Brands get nationwide coverage, fast shipping, and a single platform, without managing 10 warehouses themselves.

What are the signs you’ve outgrown your 3PL?

If your shipping zones are too long, your warehouse can’t scale with you, or you’re manually managing multiple vendors, you may need a 4PL to streamline and optimize your operations.

Written By:

Jeremy Stewart

Jeremy Stewart

Jeremy Stewart leads customer success at Cahoot, helping merchants achieve high-performance logistics through smart technology and process optimization. With a background in both ecommerce operations and client services, Jeremy ensures that every merchant using Cahoot gets measurable results—whether they’re scaling from one warehouse to many or managing complex returns.

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Cartonization Software: A Must for Retailers and 3PLs in 2025

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As e-commerce continues to grow and margin pressure peaks in today’s inflationary environment (e.g., labor cost, postage cost, etc.), online businesses must find ways to mitigate the mounting financial challenges by optimizing processes and workflows to reduce the overall cost of operations. Among the lowest-hanging fruit, one such method is to implement intelligent cartonization software to improve shipment efficiency and address the cost of postage, packaging, and labor while promoting sustainability. This technology utilizes sophisticated algorithms to identify the most efficient packaging to ship an e-commerce order by “fitting” products with known outer dimensions into a virtual 3D space with known inner dimensions. All while considering the shipping cost (actual weight vs. dimensional weight).

Understanding Cartonization Software

Cartonization software is a data-driven solution that determines the ideal packaging configuration for any given order, whether a single item or a multi-line/multi-quantity order. Unlike manual packing methods that rely on a human to eyeball the items in an order and select a box to ship them in, this technology analyzes many variables, from item dimensions and weights to available box sizes, any defined special handling requirements such as bubble wrap or other protective shipping supply requirements, among other packing constraints. Modern cartonization technology and packing systems incorporate 3D simulation and consider real-world factors such as orientation, stacking limitations, and the potential for damage in transit.

What sets intelligent cartonization software apart is its holistic approach. It does not merely calculate volume or dimensions; it optimizes the packing process to ensure items are securely packed using the least space. By doing so, the software minimizes unnecessary filler materials (while maintaining necessary cushioning as needed) and, ultimately, package size, directly impacting transportation and shipping supplies costs. Heavier and bulkier packages are more expensive to ship, and larger and more rigid cardboard boxes are more costly to consume.

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Types of Cartonization Technologies

  • Basic Cartonization Tools: These entry-level systems focus on volume-based calculations. They streamline box selection but lack advanced features such as considering shipping rates, displaying 3D orientation, or tracking the packaging quantity available.

  • Advanced Algorithmic Solutions: These systems go beyond basic calculations by analyzing complex datasets. They consider multiple carrier rates, including dimensional weight pricing, and order-specific nuances, such as the need for temperature control or fragile item handling.

  • Intelligent Fulfillment Platforms: These robust solutions combine cartonization with other aspects of order and inventory management software, such as tracking product and packaging inventory (what good is a cartonization tool if it tells you to pack an order in a box you don’t have in stock), multi-carrier shipping logistics, including carrier and service selection, and automatic label creation based on the delivery date promise. They provide end-to-end visibility into the fulfillment workflow.

Impact on E-commerce Fulfillment

Cartonization software has a profound influence on the efficiency and sustainability of e-commerce fulfillment operations:

  • Operational Efficiency
    Implementing cartonization technology significantly streamlines warehouse operations. By providing precise instructions for box selection and item placement (the orientation that each item should be placed in the box relative to one another such that they fit snugly and ship safely), the technology reduces decision fatigue among packers and improves consistency. Manually picking a box that is too small results in re-handling: a new box needs to be selected that will fit the contents of the order, which is re-work. Manually picking a box that’s too big means you’re shipping a lot of “air” and both the shipping cost and packaging cost are higher than they need to be, spoiling margins unnecessarily and increasing the likelihood that items may be damaged in transit (the resulting customer returns further add to the financial implications).

    Advanced platforms can also create a separate pick list for the packaging supplies needed to ship a batch of orders. These features save a lot of time and increase productivity, enabling warehouse operations teams to seamlessly handle surges in fulfillment volume without increasing labor costs.

  • Cost Optimization
    The financial benefits of smart cartonization extend across the entire fulfillment workflow. In addition to minimizing shipping costs by shipping in the smallest package possible, right-sizing packages reduce the need for void fill and the risk of product returns due to damage incurred in transit. Some platforms can identify opportunities to split orders into multiple packages, leveraging carrier incentives to achieve overall cost savings.

  • Environmental Sustainability
    Cartonization software also promotes sustainability. By minimizing the use of corrugated materials and reducing the volume of “air” shipped in oversized boxes, the technology directly decreases the environmental footprint of e-commerce operations. Smaller, more efficient packages lead to better truck space utilization, resulting in fewer vehicles on the road, fewer planes in the air, and reduced greenhouse gas emissions. This aligns with growing consumer expectations for environmentally responsible ecommerce logistics practices.

  • Customer Experience
    Consumers appreciate receiving their orders in appropriately sized packaging. Oversized or poorly packed boxes create unnecessary waste, diminishing the overall unboxing and post-purchase experience. They are also head-scratchers for customers (not to mention more annoying when breaking down larger boxes than smaller ones). Nearly 25% of solid municipal waste is composed of paper and corrugated paper products (cardboard), so shipping supplies are being sent to landfills at staggering rates, posing significant ecological consequences.

    Cartonization software ensures customers receive their purchases in well-fitted, secure packaging, enhancing satisfaction and fostering brand loyalty. Moreover, using environmentally conscious packing methods resonates positively with eco-conscious customers, adding another layer of value.

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Challenges and Considerations

While cartonization software offers numerous benefits, its implementation is not without challenges. Both retailers and 3PLs (third-party logistics) must invest in the right technology and ensure seamless integration with existing warehouse management and order fulfillment systems—otherwise, productivity tanks from having to live in separate fulfillment software environments. Training staff to use the software effectively and establishing clear performance metrics are essential for maximizing impact.

Summary

The continued rise in shipping, labor, fixed assets, and associated operational costs demands that online retailers, brands, and 3PLs that service them find innovative ways to optimize their financial health. One easy way to do that is to employ intelligent packaging design to reduce dimensional weight charges and oversized shipment surcharges resulting from inefficient packaging. Relying on manual processes or outdated shipping software label systems is no longer viable.

Additionally, the environmental impact of e-commerce operations is under greater scrutiny than ever. Customers expect fast and reliable delivery and appreciate thoughtful packaging that reflects a company’s commitment to sustainability. Cartonization software’s ability to ensure that packaging decisions align with these priorities, minimize waste, and reduce carbon emissions positions it as an essential tool for meeting these increased pressures. For online businesses looking to stay competitive and profitable, investing in this technology is not just a practical decision but a strategic imperative.

Written By:

Indy Pereira

Indy Pereira

Indy Pereira helps ecommerce brands optimize their shipping and fulfillment with Cahoot’s technology. With a background in both sales and people operations, she bridges customer needs with strategic solutions that drive growth. Indy works closely with merchants every day and brings real-world insight into what makes logistics efficient and scalable.

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Preparing for Peak Holiday Season: A Guide for Sellers

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The peak holiday season is the most critical time of the year for ecommerce businesses, characterized by intense order volumes, high consumer expectations, and operational complexities. In particular, ecommerce sellers that fully outsource their fulfillment operations require different preparations that retailers and brands that own their fulfillment workflows don’t have to consider. A proactive approach focused on forecasting and planning for logistics needs, customer service demand, and supportive technologies is essential for navigating this high-stakes period effectively.

Understanding Peak Season

Peak season is a critical period for online retailers, typically occurring in the months leading up to and including the holiday season. During this time, ecommerce businesses experience significant shifts in sales and revenue, with certain periods, such as the holiday season, being pivotal for growth. Understanding peak season trends and statistics is crucial for ecommerce businesses to effectively prepare and meet customer demand. By analyzing past performance and anticipating future trends, online retailers can strategically plan their inventory, marketing, and customer service efforts to maximize their success during this high-stakes period.

Important Holiday Dates for Peak Season

The holiday peak season typically spans from October to December, encompassing key shopping events like Black Friday, Small Business Saturday, and Cyber Monday. There are about 30 days between Thanksgiving and Christmas, but the actual range is 27 to 33 days, so the holiday shopping season varies for shoppers who don’t start browsing or buying until Black Friday.

Daily shipment volumes can increase by 1,000% or more in ‘normal’ years, placing significant strain on fulfillment operations. However, some industries see even higher spikes in demand based on the holiday shopping season’s start after Thanksgiving Day. Ecommerce retailers will want to be more conservative with their delivery promises to customers needing to receive their orders before holiday events than normal.

Make sure to review each Carrier’s Published Shipping Deadlines to Ensure Delivery on or Before Christmas Eve:

Carrier / Service
Contiguous U.S. (lower 48 states)
Alaska, Hawaii, International, Military
USPS Ground Advantage
7 days before Christmas
USPS Priority Mail
6 days before Christmas
USPS Priority Mail Express
4 days before Christmas
UPS 3 Day Select
6 days before Christmas
UPS 2nd Day Air
5 days before Christmas
UPS Next Day Air
2 days before Christmas
FedEx Ground Economy
13 days before Christmas
FedEx Express Saver
6 days before Christmas
FedEx 2Day & 2Day AM
5 days before Christmas
FedEx SameDay
1 day before Christmas

Strategic Demand Analysis, Forecasting, and Marketing Execution

Accurate forecasting is the foundation of successful holiday operations. Analyzing historical sales data to identify trends, understanding seasonal consumer behavior, and mapping inventory needs help prevent both stockouts and overstock situations. Collaborating with suppliers well in advance to secure production and delivery schedules is critical. Factoring in extended lead times for manufacturing and transportation ensures inventory is positioned where it is most needed.

Taking the time to carefully plan promotions, new listings for bundle and/or kit SKUs, multi-packs, etc. can all help online businesses increase revenue opportunities.

Ecommerce Trends to Watch

Salesforce’s first-quarter retail data shows global mobile traffic and orders both grew 4% over last year, reaching a 78% and 66% share, respectively. This shift underscores the importance of optimizing for mobile shopping experiences.

Salesforce’s Sixth Edition Connected Shoppers Report says 53% of shoppers discover products on social platforms, up from 46% in 2023.

Additionally, streamlining returns management can be a major differentiator for ecommerce businesses, with online order returns at 20 – 30% and costs exceeding $800 billion a year. Staying ahead of these trends can help ecommerce businesses enhance customer satisfaction and boost sales during the peak season.

Optimizing Fulfillment, Logistics, and Inventory Management

Meeting increased demand during the holiday season requires a well-structured fulfillment strategy. Distributing inventory across multiple warehouses using fully outsourced fulfillment partners such as Cahoot can significantly reduce shipping costs and transit times and increase on-time delivery performance. Fulfillment partners offer advanced tools and infrastructure to rapidly scale operations while delivering exceptional customer experiences for the brand.

Make sure to review third-party receiving deadlines and blackout dates and plan to have inventory inbounded and fulfillment-ready long before it needs to be. Communicate emergency contact info, volume forecasts (especially if any big spikes are expected from special promotions or sales from far-reaching sources such as Good Morning America Deals & Steals), and most importantly, make sure providers have enough stock on hand (including a buffer) to ship all orders on time, including any specialty items such as inserts or branded packaging materials.

Fulfillment Services

Fulfillment services play a critical role in ensuring a successful peak season for ecommerce businesses. A fulfillment partner can help businesses improve their logistics and supply chain management, reduce costs, and increase customer satisfaction. When choosing a fulfillment partner, ecommerce businesses should consider factors such as warehouse locations, types of products, order volume, SKU count, and inventory shrinkage allowance. By outsourcing fulfillment, ecommerce businesses can focus on other areas of their business, such as marketing and advertising, product development, and customer service. This strategic delegation allows businesses to scale efficiently and meet the heightened demands of the peak season.

Leveraging Technology

Make sure third-party fulfillment partners (3PL) can successfully deliver quick and efficient pick/pack operations with minimal fulfillment defects for your online store. Retailers need to make sure to manage inventory and listing visibility across channels and marketplaces, and communicate with customers in real-time about order status and tracking. Automated returns systems simplify post-purchase processes (which can also be outsourced), and enhance customer satisfaction and the likelihood of repeat purchases and increased lifetime customer value.

Elevating the Customer Experience

Providing an exceptional customer experience is a competitive differentiator for online stores during the holiday rush, especially post-holiday when customer-initiated return requests will peak. Transparent communication about shipping deadlines and potential delays fosters trust. Branded tracking pages that include upsell and cross-sell ideas, as well as other promotional and/or discount offerings can help encourage repeat purchases and increase customer lifetime value. Offering Delivery Date Promises using tools such as Fenix Commerce or ShipperHQ or Order Management systems like Pulse Commerce where the customer can place an order knowing the estimated delivery date helps increase conversion. Offering real-time order tracking and flexible shipping options reduces cart abandonment. Lastly, personalized packaging, branded unboxing experiences, and thoughtful details like gift notes or sample products can leave a lasting impression.

Preparing Customer Support Teams

The holiday season places heightened demands on customer service infrastructure. Expanding support teams and equipping them with training tailored to holiday-specific scenarios enables quicker, more accurate resolution of customer inquiries, and helps retain revenue when employees are trained to offer exchanges or gift cards rather than refunds for return requests. Comprehensive self-help FAQs and automated chat solutions provide additional support layers, ensuring seamless communication using the customer’s desired method of outreach.

Managing Returns Effectively

Returns are always a headache. But with returns rates during the holiday season approaching 30%, investing in an efficient returns process is a critical component of the overall peak season strategy. Clear, easily accessible return policies reduce customer frustration and cart abandonment. Advanced systems for processing returns and restocking inventory minimize revenue losses and improve operational efficiency.

Contingency Planning for Unforeseen Challenges

Even with thorough preparation, unexpected challenges such as extreme weather or carrier delays can arise. Working with fulfillment partners that offer distributed inventory options ensures continued operations during local disruptions. Active management of marketplace shipping templates associated with listings based on regional disruptions can prevent the over-promising of delivery commitments that customers rely on for a great experience.

Ensuring Scalability and Sustainability

Scalable solutions are essential to handle the dramatic increase in orders during peak seasons. Fulfillment partners that employ scan verification and next-generation shipping software minimize fulfillment defects leading to higher overall margins and happier customers. Sustainable practices, including eco-friendly packaging options and carbon-neutral shipping methods, appeal to environmentally conscious consumers while aligning with long-term business goals and increasing brand reputation.

Converting Challenges into Strategic Wins

Peak season preparation should begin months in advance. Early steps include finalizing demand forecasts, optimizing inventory positioning, and testing technical solutions for peak performance. Maintaining clear communication with all stakeholders and monitoring performance metrics ensures smooth operations.

The holiday season presents a unique opportunity to build customer trust that leads to lasting relationships. By focusing on strategic planning, leveraging technology, and prioritizing the customer experience, businesses can transform the challenges of peak season into a powerful growth opportunity. The most successful organizations approach this period with adaptability, innovation, and a commitment to delivering excellence.

Frequently Asked Questions

How can I prepare for the peak holiday season?

To prepare for the peak holiday season, focus on accurate demand forecasting, strategic inventory management, and optimizing your fulfillment processes. Collaborate with suppliers well in advance, plan promotions, and ensure your customer service team is ready to handle increased inquiries.

How can I optimize my fulfillment and logistics during the holiday season?

Optimize your fulfillment and logistics by distributing inventory across multiple warehouses, using fully outsourced fulfillment partners, and reviewing third-party receiving deadlines. Ensure you have enough stock on hand, including a buffer, to meet increased demand.

What role do fulfillment services play during the peak season?

Fulfillment services play a critical role in ensuring a successful peak season by improving logistics and supply chain management, reducing costs, and increasing customer satisfaction. Outsourcing fulfillment allows businesses to focus on marketing, product development, and customer service.

What are some effective strategies for managing returns during the holiday season?

Effective strategies for managing returns include having clear and easily accessible return policies, investing in advanced systems for processing returns and restocking inventory, and offering flexible return options to reduce customer frustration and cart abandonment.

Written By:

Jeremy Stewart

Jeremy Stewart

Jeremy Stewart leads customer success at Cahoot, helping merchants achieve high-performance logistics through smart technology and process optimization. With a background in both ecommerce operations and client services, Jeremy ensures that every merchant using Cahoot gets measurable results—whether they’re scaling from one warehouse to many or managing complex returns.

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Preparing for Peak Holiday Shipping Season [A Guide for Shippers]

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The peak holiday season is the most critical time of the year for e‑commerce businesses, characterized by intense order volumes, high consumer expectations, and operational complexities. A proactive approach focused on forecasting and planning for logistics needs, customer service demand, and supportive technologies is essential for navigating this high‑stakes period effectively.

2024 Important Dates

The holiday peak season typically spans from October to December, encompassing key shopping events like Black Friday (November 29th), Small Business Saturday (November 30th), and Cyber Monday (December 2nd). With Thanksgiving falling on November 28th this year (which is the latest it can fall relative to Christmas), the 2024 holiday shopping season is the shortest that it can possibly be for shoppers who don’t start browsing or buying until November 29th.

In ‘normal’ years, daily shipment volumes can increase by up to 1,000% or more, placing significant strain on fulfillment operations. But some will see even higher spikes in demand this year due to the unusually late Thanksgiving Day. So the shipping deadlines below will feel tighter this year as carrier network capacity is constrained to fewer days, and thus, e‑commerce retailers will want to be more conservative with their delivery promises to customers needing to receive their orders before holiday events.

Carrier Published Shipping Deadlines to Ensure Delivery on or Before Christmas Eve

Carrier / Service
Contiguous U.S. (lower 48 states)
Alaska, Hawaii, International, Military
USPS Ground Advantage
December 18
USPS Priority Mail
December 19
USPS Priority Mail Express
December 21
UPS 3 Day Select
December 19
UPS 2nd Day Air
December 20
UPS Next Day Air
December 23
FedEx Ground Economy
December 13
FedEx Express Saver
December 19
FedEx 2Day & 2Day AM
December 20
FedEx SameDay
December 24

Strategic Demand Analysis, Forecasting, and Marketing Execution

Accurate forecasting is the foundation of successful holiday operations. Analyzing historical sales data to identify trends, understanding seasonal consumer behavior, and mapping inventory needs helps prevent both stockouts and overstock situations. Collaborating with suppliers well in advance to secure production and delivery schedules is critical. Factoring in extended lead times for manufacturing and transportation ensures inventory is positioned where it is most needed.

Taking the time to carefully plan promotions, new listings for bundle and/or kit SKUs, multi‑packs, etc., can all help to increase revenue opportunities.

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Optimizing Fulfillment and Logistics

Meeting increased demand during the holiday season requires a well‑structured fulfillment strategy. Distributing inventory across multiple warehouses using outsourced fulfillment partners such as Cahoot can augment existing operational capacity and reduce transit times, lower transportation costs, and increase delivery reliability. Third‑party partners offer advanced tools and infrastructure to rapidly increase scalability while simultaneously enabling the positioning of products closer to high‑demand areas, ensuring faster delivery and better customer experiences. Additionally, diversifying shipping carriers mitigates risks associated with carrier delays or capacity shortages.

Make sure to review third‑party receiving deadlines and blackout dates, and plan to have inventory inbounded and fulfillment ready long before it needs to be. Communicate emergency contact info, volume forecasts (especially if any big spikes are expected from special promotions or sales such as Good Morning America Deals & Steals), and most importantly, make sure providers have enough buffer stock on hand to ship all orders on time, including any specialty items such as inserts or branded packaging materials.

Leveraging Technology

Leveraging technology is key to maintaining efficiency during peak periods and earning customer trust that can lead to loyalty and future orders. Enterprise Order Management Systems like Shopify, Pulse Commerce, and BigCommerce enable quick and efficient pick/pack operations, practically eliminate fulfillment defects, manage inventory and listing visibility across channels and marketplaces, and communicate with customers in real time about order status and tracking. Automated returns systems simplify post‑purchase processes, enhancing customer satisfaction and operational efficiency.

Elevating the Customer Experience

Providing an exceptional customer experience is a competitive differentiator during the holiday rush, especially post‑holiday, when customer‑initiated return requests will peak. Transparent communication about shipping deadlines and potential delays fosters trust. Branded tracking pages that include upsell and cross‑sell ideas, as well as other promotional and/or discount offerings, can help encourage repeat purchases and increase customer lifetime value. Offering Delivery Date Promises using tools such as Fenix Commerce or ShipperHQ, or Order Management systems already mentioned, like Pulse Commerce, where the customer can place an order knowing the estimated delivery date, helps increase conversion. Plus, offering real‑time order tracking and flexible shipping options reduces cart abandonment. Lastly, personalized packaging, branded unboxing experiences, and thoughtful details like gift notes or sample products can leave a lasting impression.

Deliver Packages Safely the First Time

Win loyalty and increase the likelihood of future orders by taking the time to prepare for safe and accurate delivery the first time. A bad experience during a time‑sensitive situation can push the customer away. So, make sure to include enough dunnage (void fill) to prevent damage in transit. Ship with the proper hazmat designation so orders are not returned to sender (and this also ensures that carrier accounts are kept in good standing). Create international shipments for validated addresses using the correct HTS Code, goods description, and compliance according to each destination country’s regulatory requirements. Most importantly, get organized and make sure to hand over packages to the correct carriers. Margins go out the window if orders have to be double‑shipped to arrive on time, or customers return orders because they were delivered late, not to mention the reputation risk for the brand.

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Preparing Customer Support Teams

The holiday season places heightened demands on the customer service infrastructure. Expanding support teams and equipping them with training tailored to holiday‑specific scenarios enables quicker, more accurate resolution of customer inquiries and helps retain revenue when employees are trained to offer exchanges or gift cards rather than refunds for return requests. Comprehensive knowledge bases and automated chat solutions provide additional support layers, ensuring seamless communication.

Managing Customer Returns Effectively

Returns rates during the holiday season can approach 30%, making an efficient returns process a critical component of overall strategy. Clear, easily accessible return policies reduce customer frustration. Advanced systems for processing returns and restocking inventory minimize revenue losses and improve operational efficiency.

Contingency Planning for Unforeseen Challenges

Even with thorough preparation, unexpected challenges such as extreme weather or carrier delays can arise. Flexible contingency plans, including diversified carrier options and alternative fulfillment strategies (such as partnering with a solution provider that supports distributed ecommerce fulfillment service as discussed above), ensure continued operations during local disruptions. Active management of marketplace shipping templates associated with listings prevents the over‑promising of delivery commitments that customers rely on for a great experience.

Prepare hardware, such as shipping label printers, by cleaning printer heads to avoid blurry barcodes that will be returned to the sender or otherwise delay delivery. Stock plenty of label paper, thermal transfer ribbon, and the like. Consider procuring backup printers, barcode scanners, and packing slip pouches for international customs documents.

Ensuring Scalability and Sustainability

Scalable solutions are essential to handle the dramatic increase in holiday orders. Investments in automation, such as robotic picking systems or conveyor technologies, improve efficiency and accuracy. Implementing simple scan verification and next‑generation multi‑carrier shipping software into the fulfillment workflow achieves a similar result without the large capital expense. Sustainable practices, including eco‑friendly packaging options and carbon‑neutral shipping methods, appeal to environmentally conscious consumers while aligning with long‑term business goals and increasing brand reputation.

Converting Challenges into Strategic Wins

Peak season preparation should begin months in advance. Early steps include finalizing demand forecasts, optimizing inventory positioning, and testing technical solutions for peak performance. Training teams and conducting trial runs of fulfillment processes help identify and address potential issues before order volumes surge. Maintaining clear communication with all stakeholders and monitoring performance metrics ensures a smooth operation.

The holiday season presents a unique opportunity to demonstrate operational excellence and build lasting customer relationships. By focusing on strategic planning, leveraging technology, and prioritizing the customer experience, businesses can transform the challenges of peak season into a powerful growth opportunity. The most successful organizations approach this period with adaptability, innovation, and a commitment to delivering excellence.

Frequently Asked Questions

Why is it especially important for shippers to prepare early for the 2024 holiday season?

With Thanksgiving falling on November 28, the window between Black Friday and Christmas is tighter than usual. Shippers must move quickly to forecast demand, stock inventory, and plan carrier handoffs to meet customer expectations.

What strategies can help ensure on-time holiday deliveries?

Use delivery date promise tools (like Fenix Commerce or ShipperHQ), diversify carrier partners, and fulfill from distributed inventory when possible. Monitor carrier cutoff dates and avoid last‑minute shipments when network capacity is tight.

How can shippers elevate the unboxing and post-purchase experience?

Include personalized packaging, gift notes, and even product samples to surprise and delight customers. Branded tracking pages and clear return instructions can also increase loyalty and drive repeat purchases.

What systems help shippers stay organized and efficient during peak season?

Enterprise Order Management Systems (OMS) like Pulse Commerce, BigCommerce, or Shopify Plus enable fast pick/pack workflows, minimize fulfillment errors, and maintain visibility across sales channels and shipping carriers.

How should shippers handle post-holiday returns to protect revenue?

Make your returns policy customer-friendly but clearly defined. Offer exchanges or store credit when possible, and work with fulfillment partners to restock items quickly and resell them before seasonal demand fades.

Written By:

Jeremy Stewart

Jeremy Stewart

Jeremy Stewart leads customer success at Cahoot, helping merchants achieve high-performance logistics through smart technology and process optimization. With a background in both ecommerce operations and client services, Jeremy ensures that every merchant using Cahoot gets measurable results—whether they’re scaling from one warehouse to many or managing complex returns.

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Cahoot Recognized as SourceForge Fall 2024 Category Leader

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Celebrated for Excellence in Fulfillment Solutions and Customer Satisfaction in 3PL Services

Cahoot, the groundbreaking peer-to-peer fulfillment network, proudly announces its recognition as a Category Leader for Fall 2024 by SourceForge, the largest software and services review platform. This prestigious accolade underscores Cahoot’s dedication to providing top-tier third-party logistics (3PL) services to eCommerce businesses, delivering innovative fulfillment solutions that enhance operational efficiency, reduce costs, and improve customer satisfaction.

SourceForge’s Category Leader award is granted to companies that consistently deliver outstanding products and services, based on ratings and reviews from verified users. Cahoot’s peer-to-peer network model and commitment to cost-effective fulfillment solutions have received high praise from eCommerce businesses for helping them expand their reach, optimize order fulfillment, and improve customer experiences.

“We are thrilled to be recognized as a Fall 2024 Category Leader by SourceForge,” said Manish Chowdhary, CEO of Cahoot. “This award reflects our commitment to empowering retailers with the tools they need to compete with major marketplaces while providing excellent service to their customers. We thank our customers for their valuable feedback, which helps us innovate and provide exceptional service.”

Cahoot’s peer-to-peer fulfillment model enables brands and retailers to use their warehouse space as a part of a global network, optimizing distribution and delivery times while reducing costs. This approach has resonated strongly with eCommerce businesses seeking flexible, scalable, and affordable logistics solutions.

This latest recognition from SourceForge reinforces Cahoot’s status as a trusted partner in the 3PL space, supporting eCommerce businesses with agile, dependable, and customer-focused fulfillment solutions.

For more information about Cahoot’s award-winning fulfillment network, visit www.cahoot.ai.

Written By:

Rinaldi Juwono

Rinaldi Juwono

Rinaldi Juwono leads content and SEO strategy at Cahoot, crafting data-driven insights that help ecommerce brands navigate logistics challenges. He works closely with the product, sales, and operations teams to translate Cahoot’s innovations into actionable strategies merchants can use to grow smarter and leaner.

Cahoot and Manifest Peer into the Future of eCommerce Order Fulfillment

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In the lead-up to Manifest 2022, the leading conference focused on innovation in logistics and supply chain, Conference Chair Pam Simon is sitting down with leaders that are redefining what’s possible. 

One of those leaders is our own Manish Chowdhary, who sat down with Pam to talk about the future of eCommerce order fulfillment. Cahoot, recognized as one of the World’s Most Innovative Companies in 2021, is empowering eCommerce merchants to offer fast and free delivery to their customers with a unique peer-to-peer platform.

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The Power of Many: The Case for Ecommerce Fulfillment Networks

Demand for eCommerce order fulfillment will continue to grow

The changes in shopping behavior brought by COVID are here to stay (and then some), says Manish. eCommerce sales grew an incredible 44% year-over-year from 2019 to 2020, pulling forward many years of demand. Far from reversing, though, 2021 is projected to see another 18% jump over 2020. 

Online sales growth, and thus demand for eCommerce order fulfillment, was primarily being driven upwards slowly and steadily by generational change prior to COVID. The pandemic, though, forced those that weren’t inclined to shop online to do so – and they discovered that they liked it. At the same time, companies large and small made enormous investments in multichannel order fulfillment, further increasing the convenience and ease of online shopping. Curbside pickup, same-day delivery, and vastly improved shopping portals are all here to stay, along with customer behavior. 

How can merchants future-proof their eCommerce order fulfillment?

Don’t end up like Macy’s. Manish relates the story we all know now, 

“In the 70’s, 80’s, and even 90’s, the Macy’s of the world went and built tons of buildings, got tons of leases, and then the consumer behavior changed. Those very assets that were helping them expand and grow became a liability.”

Big merchants that take the traditional approach of investing heavily in buying & building warehouses across the country tie up significant capital and run the risk of choosing the wrong locations. Moreover, warehouse space and personnel have never been more expensive – warehouse space is at an all-time low, and there are an incredible 400,000 open job positions for frontline eCommerce order fulfillment workers. A mid-size merchant that builds a second fulfillment center in a sub-optimal location will have the worst of all worlds – they still won’t be able to cover enough of the country with 2-day shipping, and their capital will be tied up in expensive real estate.

Outsourcing fulfillment to a provider like Cahoot, on the other hand, enables merchants to offer an Amazon-like delivery experience while keeping costs low. Customers expect fast and free shipping, and on top of that, Amazon keeps raising the bar for what ‘fast’ means. A distributed US fulfillment center network like Cahoot strategically deploys its customers’ inventory in multiple nodes across the country and can offer 99% 2-day and over 40% 1-day coverage. This level of service, in fact, enables Cahoot to provide Seller Fulfilled Prime (SFP) to its customers – something very few other 3PLs even attempt.

Critically, Cahoot has dozens of fulfillment nodes, so as customer demand and needs shift, it can instantly shift its customers’ fulfillment profiles to match. Some merchants are familiar with the pain of signing up with a 3PL to extend their reach – only for sales to grow in a different part of the country, and to be back at square one. Cahoot’s eCommerce order fulfillment network has redundancy across the entire United States, and it solves present and future fulfillment needs for its clients.

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What does Cahoot do differently to future-proof eCommerce order fulfillment?

Every other order fulfillment network is constrained by the warehouse and labor shortage – but not Cahoot. Cahoot is a first-of-its-kind peer-to-peer order fulfillment network that enables merchants to fulfill orders for one another. This ingenious design solves the capacity crunch by unlocking latent warehouse capacity and monetizing it for the fulfilling merchant. 

The idea was born out of ecommerce sales research. While looking at order profiles for a different project, Manish and his team realized that merchants on opposite coasts were selling identical products to people on the other coast. That is, a merchant in LA would sell a widget to a customer in NYC, and a merchant in NYC would sell the exact same widget to a customer in LA. They’d then both ship the product across the country – what a waste! This inefficient process hurt growth with slow deliveries, ate margins with long deliveries, and hurt the environment with extra emissions. Cahoot was born to help merchants solve this issue. 

It quickly grew to be more flexible and inclusive – any merchant with an excellent warehouse can fulfill orders for any other merchant, regardless of what’s being sold. In fact, Cahoot’s intelligent platform and shipping software optimize each and every label printed to ensure that a product ships from the lowest-cost warehouse that will offer a speedy delivery.

Find us at Manifest 2022

On January 25-27th, 2022, Manifest will bring together the most comprehensive ecosystem of innovation and transformation in LogisticsTech and end-to-end Supply Chain. We’ll be there, talking about the future of eCommerce order fulfillment with anyone and everyone! Come find us – we’d be happy to see you.

Written By:

Indy Pereira

Indy Pereira

Indy Pereira helps ecommerce brands optimize their shipping and fulfillment with Cahoot’s technology. With a background in both sales and people operations, she bridges customer needs with strategic solutions that drive growth. Indy works closely with merchants every day and brings real-world insight into what makes logistics efficient and scalable.

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How to Conquer Q4 Fulfillment Challenges

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Save 2021 Holiday Sales

This Q4 promises to be the biggest yet for eCommerce, but great challenges threaten great opportunity for sellers.

Many have expanded to new marketplaces – but do they know the ins and outs of selling on different platforms? Walmart, eBay, Etsy, and Google Shopping all have unique customer bases and tools that can make or break a seller’s season. GeekSeller is here to help you with the key tips you need to succeed everywhere.

Meanwhile, the logistics world is slammed, and sellers’ ability to move inventory from Point A to Point B is the casualty. Customers want fast and free delivery, but how will that happen when goods are stuck in port and carriers have 60% on-time metrics? Your sales don’t have to be held hostage by operations. Cahoot will teach you how to overcome supply chain struggles to unlock your biggest Q4 yet.

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Here’s what we covered in our advice-packed webinar:

  • Top tips for selling on Walmart, eBay, Etsy, and Google Shopping
  • Fulfillment challenges this Q4
    • Carrier crunch
    • Early shopping
    • Amazon FBA limits
  • Advice for overcoming fulfillment challenges and boosting revenue

Written By:

Jeremy Stewart

Jeremy Stewart

Jeremy Stewart leads customer success at Cahoot, helping merchants achieve high-performance logistics through smart technology and process optimization. With a background in both ecommerce operations and client services, Jeremy ensures that every merchant using Cahoot gets measurable results—whether they’re scaling from one warehouse to many or managing complex returns.