The Hidden Costs of Disconnected Operations
In this article
14 minutes
- The Patchwork Trap: How We Got Here
- 1. Productivity Black Holes
- 2. Customer Experience Clunks (and the Revenue Hits You Don’t See)
- 3. Higher Operational Costs (Death by a Thousand Apps)
- 4. Stunted Growth and Agility
- So, What’s the Fix? (The Light at the End of the Silo)
- Final Thoughts
- Frequently Asked Questions
Most brands don’t set out intending to build a convoluted operations stack; it just happens. You start selling online and add a tool here, and a platform there: one for order fulfillment, another for shipping labels, yet another for returns processing. Each piece might work fine on its own, so you assume all is well. Spoiler alert: It’s not. Those disconnected operations are quietly draining your resources and choking your growth. The fragmentation is sneaky; the costs show up in ways you might not immediately tie back to your patchwork of systems. Today, let’s pull back the curtain on the hidden costs of disconnected operations in ecommerce and logistics. If you’re an ecommerce operator, brand owner, or logistics manager, this one’s for you, because running your business shouldn’t feel like herding cats across five different software platforms.
The Patchwork Trap: How We Got Here
First, a little empathy, you’re not dumb if your ops are disconnected; you’re normal. Most brands evolve this way: you pick the “best” tool for each job as it arises. A shipping app here, a warehouse management system there, and a returns portal later on. Each promises to solve one specific pain point. And individually, they often do. The problem is what happens between those tools, or rather, what doesn’t happen. They don’t talk to each other well (if at all). You end up with data silos and manual processes to bridge gaps. It’s like having a team where each member speaks a different language and there’s no translator. Inevitably, stuff gets lost in translation.
On the surface, you might not notice the cracks immediately. Orders still get out the door, customers still get tracking numbers, and returns still get processed eventually. But behind the scenes, you’re working harder and spending more to compensate for the disconnection. Let’s dig into those hidden costs one by one; you might recognize a few in your own operation.
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See AI in Action1. Productivity Black Holes
One of the first casualties of disjointed systems is your team’s productivity. Think about how much time is wasted on tasks that should be automated or at least streamlined:
- Duplicate Data Entry: Your warehouse team prints orders from System A, then manually types them into Shipping System B to get labels. Later, they might update an inventory count in System C. It’s 2025, why are we still playing secretary between systems? This double or triple work not only eats up hours, but it also introduces errors. Humans aren’t great at mindless copy-paste jobs; inevitably, a “10” becomes a “100” somewhere, or an address gets misspelled.
- Swivel Chair Operations: Ever feel like your day is Alt-Tab, Alt-Tab, Alt-Tab? That’s the “swivel chair” effect, moving between screens because info lives in different places. Need to answer a simple customer question like “Hey, did my return get processed?” You have to check the ecommerce platform for the order, the returns system for the RMA status, and the warehouse system to see if the item is in stock. Three logins later, you have an answer (hopefully). Multiply that by dozens of inquiries and tasks, and it’s death by a thousand clicks.
- Training and Onboarding Overhead: Each additional system is an additional skill set that new employees must learn. Your SOP document starts to look like a phone book. Onboarding a new hire to your ops team becomes a month-long saga (“First, learn Tool X. Then Tool Y. Don’t mix them up. Here’s how to export from X to import to Y…”). And every system has its quirks; your poor Ops Manager has to become the in-house expert on 5 different UIs and workflows. That’s mentally draining and frankly not what they signed up for.
These productivity hits are often unmeasured. No one writes “spent 2 hours reconciling spreadsheets between systems” on a timesheet. But it’s happening. Fragmented workflows = friction = slower operations. And in ecommerce, slow is deadly. Which brings us to the next cost…
2. Customer Experience Clunks (and the Revenue Hits You Don’t See)
Your customers experience the results of your operations, whether you like it or not. When systems aren’t in sync, customers feel it:
- Shipping Delays & Surprises: Say your inventory system and your website aren’t perfectly synced (not a far-fetched scenario in disconnected land). A customer orders an item that shows in stock online, but in reality, it’s out of stock in the warehouse because the update lagged. Now you have to scramble to either rush stock or notify the customer. Either way, the customer’s confidence in you just took a hit. Or perhaps you shipped from the wrong location because your order system didn’t communicate that the East Coast warehouse was out of units, but the West Coast had plenty. Now the delivery takes a week longer and the shipping costs you twice what it should have.
- Returns Black Box: From the customer’s side, returns can be the most anxiety-inducing part of ecommerce. They send the item back and then… wait. If your returns system isn’t integrated with your customer communication, the customer might be left in the dark (“Did they get my package? When will I see the refund?”). I’ve seen cases where the left hand (returns dept) processed a refund, but the right hand (customer support) didn’t know because the systems were separate, so support gave incorrect info or failed to reassure the customer in a timely way. A confused, unhappy customer = lost future sales. Maybe they’ll forgive a one-off glitch, but if every interaction with your brand feels a bit clunky, they won’t stick around.
- Omnichannel Oops: These days, customers might interact with you on multiple channels (marketplaces, your own site, maybe even brick-and-mortar). If each channel’s operations are siloed, customers can’t get a unified experience. For example, they bought on your Shopify site but want to return to your store. Can your systems handle that seamlessly? Or a customer calls customer service about an Amazon order, can your rep see that order in the same system as DTC orders? If not, cue the awkward “Uh, hold on while I look that up in another system…” Not professional. Disconnected ops often lead to disconnected customer experiences, and customers can sense when your left hand doesn’t know what the right is doing. It erodes trust and loyalty.
The scary thing is, the revenue impact of these CX issues is hard to quantify, but very real. Maybe it’s increased cart abandonment (because your delivery estimates are slow or stockouts frequent). Maybe it’s higher return rates (because, say, product info wasn’t consistent across channels). Or it’s simply lost lifetime value when customers quietly slip away to competitors who offer a smoother ride. You might not see an immediate bill for these costs, but they show up in softer metrics like customer lifetime value, repeat purchase rate, and even your ad spend efficiency (if you’re having to reacquire lapsed customers). In short, fragmentation can make your brand look bigger (in a bad way) or less competent than you actually are.
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Get My Free 3PL RFP3. Higher Operational Costs (Death by a Thousand Apps)
Now let’s talk dollars and cents on the ops side. Running multiple disconnected tools often means you’re paying for overlapping functionality or not leveraging economies of scale:
- Multiple Subscriptions & Vendors: Obviously, more tools = more subscriptions or licenses. You might be paying for 3 different platforms where a single integrated platform could do it all (or at least a big chunk) for a better-bundled rate. Or perhaps you started on a bunch of cheap apps, but as volume grew, you had to upgrade each one to higher tiers. Suddenly your monthly SaaS bill is looking scary. I’ve seen small brands where the combined cost of all their point solutions was higher than if they had just invested in one robust system from the get-go.
- Maintenance and IT Overhead: With separate systems, you either live with minimal integration or you bolt things together with custom code, plugins, zaps, etc. Maintaining those connectors can become a nightmare. Every update to one system risks breaking the link. Maybe you even hire a developer or IT consultant to set up APIs between systems, that’s an added cost and complexity. And what if something breaks? Pinpointing where an error occurred in a daisy chain of software is not fun (everyone points fingers: “Must be the API”, “No, our system is fine, it’s the other one”). Meanwhile, orders might be stuck in limbo while troubleshooting happens, yikes.
- Inventory and Stock Inefficiencies: This one’s a bit more subtle, but disconnected ops often mean poorer inventory visibility. You might err on the side of caution and hold more safety stock because you aren’t confident in the numbers you see from system A vs system B. Or you don’t reposition inventory to the optimal location because you lack a unified view. That ties up capital in excess stock or leads to missed sales on out-of-stocks. Both are costly. Better integration tends to enable leaner inventory management, something all retailers crave.
- Human Firefighting = $$: All those productivity black holes and manual fixes we mentioned? That often translates to needing more staff than otherwise. If one integrated system could handle the workload of two disconnected ones, you might avoid hiring an extra ops coordinator whose main job becomes babysitting the gaps. Or your current team could focus on value-add activities (like negotiating better shipping rates, analyzing sales trends, and improving processes) instead of playing human middleware. People’s time is money. You’re either directly paying more salaries, or you’re paying in opportunity cost because your talented team is stuck in the weeds.
4. Stunted Growth and Agility
Perhaps the most pernicious cost is the opportunity cost of what you can’t do because your operations are too fragmented to support it. In a fast-moving ecommerce market, agility is gold. Disconnected systems make you less agile:
- Expanding to New Channels or Markets: Want to start selling on a new marketplace or launch a pop-up store? With an integrated ops platform, it might be as simple as flipping a switch or adding a module. But if your systems are separate, each new channel might need its own parallel process. I’ve seen businesses hold off on launching on, say, Walmart Marketplace or international expansion because it would “mess up our workflow” or require a whole new set of tools. That’s growth stifled by tech debt.
- Scaling Volume: When you’re small, manual workarounds are manageable. But if you double order volume, those cracks widen. If your operations are glued together with spreadsheets and heroics, the scale will break them. Then you’re in a crisis, trying to re-platform or integrate under pressure, which usually means downtime and mistakes. The cost here could be failing to capitalize on demand or, worse, imploding under success (not fulfilling on time, angering customers, getting bad reviews, etc., because your ops buckled).
- Data-Driven Decision Making: In the era of Big Data, disconnected ops leave you with fragmented data. It’s hard to get a single source of truth when sales are in one system, fulfillment in another, and returns in a third. So, you either don’t do robust analysis or you spend a lot of analyst hours piecing together CSV exports. That means you might miss trends like “Hey, product X has a high return rate in the Northeast, maybe it’s a shipping issue or a sizing issue specific to that region.” Or you can’t easily calculate your true customer acquisition cost vs lifetime value because the data lives in silos. Without integrated data, you’re essentially flying partially blind. The strategic missteps that can result (ordering too much stock, mispricing shipping, not noticing a surge in return fraud, etc.) have real financial impacts.
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Explore Fulfillment NetworkSo, What’s the Fix? (The Light at the End of the Silo)
Alright, enough doom and gloom. The whole point of exposing these hidden costs is so that we can tackle them. The obvious antidote is integration, ideally, a unified platform or at least a well-connected stack for fulfillment, shipping, and returns (and maybe more, like inventory and customer data).
Imagine a world where one system (or a tightly knit system) handles your order from the moment it’s placed to the moment the customer is satisfied (either keeping the product or completing a return). No more jumping between screens to update status. The inventory updates in real-time across all channels. The customer gets consistent communications. Your reports come from one database, so they’re always in sync. Sounds dreamy, right?
This isn’t just theoretical. Modern solutions (yes, including our team at Cahoot, shameless plug) are tackling exactly this problem. The philosophy is: modularity with unity. For instance, Cahoot offers fulfillment, shipping, and returns in one platform. You can start with what you need (maybe you just use the shipping software at first), but because it’s one ecosystem, adding the other pieces later is seamless. It’s like having individual puzzle pieces that perfectly snap together because they’re made as one set. You don’t have to rip out your whole tech stack on day one (“no rip-and-replace” as we say); you can gradually migrate into a unified system, alleviating pain points step by step.
The results? Those hidden costs we talked about start melting away:
- Teams reclaim the hours lost to copy-paste and platform switching, which can be refocused on growth projects or simply mean you can handle more orders with the same staff.
- Fewer errors and faster processes mean happier customers, you’ll see that in better reviews, fewer support tickets, and maybe even higher repeat purchases since everything just works smoothly.
- Operational costs come down as redundancies are eliminated (one system vs five, fewer mis-ships, lower inventory buffers, etc.).
- When opportunity knocks, a big BFCM spike, a new sales channel, whatever, you can answer with confidence because your house is in order. Your unified system scales with you; you’re not scrambling to patch up leaks.
Final Thoughts
In summary, the hidden costs of disconnected operations are very real, but they’re also avoidable. It requires an honest look at your current setup and the courage to change it. That might mean consolidating tools, investing in integration, or switching to a unified platform that’s built for modern ecommerce needs. Yes, there’s effort involved in that transition, but think of it like cleaning up a messy warehouse; once it’s done, everything flows with ease, and you wonder why you didn’t do it sooner.
At the end of the day, an ecommerce or retail brand succeeds by delivering great products and great experiences efficiently. You can’t do that when your own internal systems are fighting each other. So, don’t let disconnected operations be the silent killer of your profits and reputation. Break down those silos, connect the dots, and watch the benefits ripple through every corner of your business. Your team will thank you, your customers will thank you, and future-you (with a thriving, scalable business) will definitely thank you.
Now, over to you: Have you experienced any of these pains? Are you stuck in spreadsheet hell or juggling a few too many apps? Share your war stories or victories in integrating ops, I’d love to hear how others are navigating this journey. After all, we’re all trying to build something great without going crazy in the process. Here’s to more cohesion and less chaos!
Frequently Asked Questions
Why are disconnected operations so common in ecommerce?
Because most brands grow organically, adding new tools as problems arise. It starts with good intentions, but without a plan to integrate systems, the tech stack turns into a disjointed mess.
What are the most overlooked costs of a fragmented operations stack?
Productivity losses, training inefficiencies, higher customer service burdens, and missed revenue opportunities are the big ones. These don’t show up on a P&L, but they quietly erode profitability.
How do disconnected systems impact customer experience?
They cause slower fulfillment, inconsistent communication, and higher error rates. Customers notice when your left hand doesn’t know what the right is doing, and they often don’t come back.
What’s the ROI of consolidating ecommerce operations?
Brands that consolidate save money on software, reduce labor inefficiencies, and improve customer satisfaction. The real ROI is operational agility, being able to scale, expand, or adapt without imploding.
Do I need to rip out all my systems to fix this?
Not necessarily. Look for platforms that allow phased adoption, so you can start with one component (like shipping) and expand into a unified system over time. Think modular, but made to connect.
Turn Returns Into New Revenue
Luxury Brands on TikTok: How TikTok’s Influence Is Reshaping Luxury Retail
In this article
8 minutes
- Luxury Brands on TikTok: From Reluctant to Ready
- Gen Z Trusts TikTok More Than Traditional Retail
- Physical Footfall Meets Digital Discovery
- For Ecommerce Operators: What This Means
- TikTok Is a Platform, but It’s Also a Lens
- Ecommerce Is Now Entertainment
- Final Take: Don’t Chase Trends. Build Culture.
- Frequently Asked Questions
When you think of luxury fashion, what comes to mind? Glossy magazines. Paris runways. $3,000 handbags. Today, luxury fashion brands are embracing new strategies on TikTok, adapting their traditionally exclusive image to connect with younger, digital-savvy audiences.
Now add this to the list: A teenager in sweatpants unboxing Louis Vuitton on TikTok while dancing to a trending sound.
Welcome to luxury in the age of TikTok, where Gen Z’s trust in fashion is built in 30-second videos, not storefronts. And it’s not just an aesthetic shift, it’s reshaping retail, ecommerce, and how consumers decide what’s worth their money, as the social platform continues to redefine the landscape of luxury retail.
Luxury Brands on TikTok: From Reluctant to Ready
For years, luxury brands avoided TikTok like it was fast fashion. Too noisy, too chaotic, too “off-brand.” But as the luxury space evolves, TikTok is changing how these brands connect with new demographics and build cultural relevance.
But the tide has turned, and not just for views.
Brands like Louis Vuitton, Gucci, and Fenty Beauty are now leaning into TikTok strategy, developing innovative strategies to engage audiences and drive brand awareness. These luxury brands and other premium brands are leveraging TikTok’s unique features to create engaging posts that resonate with their target audiences. Their success is evident in increased engagement rates, higher visibility, and a stronger connection with younger consumers. This shift marks a new mindset for the luxury brand world, as even established fashion brands are adopting TikTok to showcase their collections and personalities.
Why?
Because the average engagement rate on TikTok is over 5%, it dwarfs other platforms, especially when brands focus on engaging content and creative posts. Because Gen Z audiences don’t want to be sold to, they want to be in on the moment. Because TikTok users treat brands as characters in a shared story, not distant monoliths, and brands are tailoring their content to these audiences for maximum impact.
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I'm Interested in Saving Time and MoneyGen Z Trusts TikTok More Than Traditional Retail
A growing number of young people don’t trust billboards or brand websites. They trust when a user comments, “this bag is worth it” on a GRWM video, seeing it as authentic engagement.
This isn’t just “social proof,” it’s social curation. TikTok creators become tastemakers. They translate luxury fashion into something relatable, even aspirational, again, for an audience who grew up during economic uncertainty. The interest generated by TikTok content drives higher engagement and sales, as customers are drawn in by rising curiosity and platform popularity.
Brands are increasingly listening to their customers, using feedback and reviews to shape brand perception on TikTok. Understanding customer preferences and sharing educational content helps build loyalty and makes luxury products more accessible and desirable.
It’s less “here’s a product” and more “here’s how this product makes me feel.”
Physical Footfall Meets Digital Discovery
Surprisingly, TikTok isn’t just fueling online sales. It’s driving physical store visits, too.
Fashion-savvy users are tracking down items they saw in TikTok hauls. They’re walking into stores asking for the “bag that was in that one TikTok.” It’s a full-circle effect: video to vibe to visit to value.
For retailers, this is a goldmine if you’re tracking where that foot traffic originates. A key point here is the importance of integrating your POS, ecommerce, and social data; if these are siloed, you’re flying blind.
For Ecommerce Operators: What This Means
Let’s talk tactics. If you run an ecommerce brand, luxury or not, here’s what TikTok is teaching us: Having a clear social strategy is essential for success on TikTok, guiding your approach to content creation, engagement, and brand positioning. Focus on creating content that resonates with TikTok audiences by leveraging trends, challenges, and authentic storytelling. Don’t just rely on influencers; producing your own content, such as branded videos and behind-the-scenes clips, can help boost your brand’s presence and connect directly with your audience.
1. Authenticity Beats Polish
Forget hyper-produced ads. On TikTok, creativity is a key driver of authentic content that resonates with audiences. Content that performs is real, messy, and human. Brands can engage with their audiences by creating content that feels real and relatable, think user-submitted videos, founder behind-the-scenes, and imperfect moments.
2. Your Creators Are Your Retailers
TikTok creators don’t just create, they convert. Influencers, including both celebrities and micro-influencers, play a crucial role in driving sales and building brand awareness through authentic partnerships. A shoutout from a mid-tier creator or influencer can outperform paid ads. Brands often collaborate with models as part of their influencer marketing strategies to enhance authenticity and visibility. Build relationships, not just sponsorships. Let them interpret your brand in their own voice.
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Get My Free 3PL RFP3. Your Product Needs a Narrative
“Luxury” used to be exclusivity, with brands offering exclusive products or experiences to create a sense of rarity and prestige. Now, it’s emotional resonance. Why does your product matter? What moment does it fit into? Even a premium brand needs storytelling that makes sense to both the brand and its audience. Content should create a sense of alignment with brand messaging, ensuring that every narrative feels authentic and contextually appropriate.
4. Cross-Platform Matters
Your TikTok may go viral, but if your site can’t support discovery, if your return policy is confusing, or if delivery is slow, you’ll lose them. Seamless post-click experience is everything, and maintaining consistent quality across every touchpoint is essential to building trust and meeting luxury consumer expectations.
TikTok Is a Platform, but It’s Also a Lens
TikTok isn’t just influencing marketing. It’s redefining what luxury means.
Today’s luxury consumers want:
- Transparency
- Accessibility (without dilution)
- Fun
- Community
The TikTok community and various niche communities on the platform play a crucial role in shaping brand engagement, as users actively participate in trends and content sharing. Luxury brands like Fenty Beauty and Gucci have embraced TikTok as a creative playground, not just a conversion funnel, and have built a huge following by showcasing their products and campaigns through innovative videos and live events. These brands have created unique experiences and content that resonate with the TikTok community, often providing examples and case studies, such as Gucci’s playful irreverence or Fenty’s authentic approach, to illustrate successful campaigns. For example, luxury watch brands like Breitling have used TikTok to watch their brand identity grow by incorporating watches into relatable, humorous content. A brand’s strategy and personality are key, allowing it to establish itself in its own right and stand out from traditional perceptions of luxury. To maintain engagement and visibility, brands are producing more videos based on fan interactions and trending topics, further strengthening their connection with diverse communities.
The result? Relevance. And often, revenue.
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Explore Fulfillment NetworkEcommerce Is Now Entertainment
If you sell online and you’re not treating your content like entertainment, you’re already behind.
Yes, that includes you, even if you sell $600 loafers or heritage handbags. TikTok content works because it feels human. It feels like someone sharing a secret, not shouting a slogan.
The fashion industry is rapidly adapting to TikTok, using the platform to engage new audiences and stay culturally relevant. There is a growing interest in luxury brands on TikTok, with users increasingly drawn to content that highlights the unique value of designer goods compared to high-street fashion. For many consumers, purchasing luxury items is seen as an investment, both in terms of quality and long-term value.
That shift, from advertising to authenticity, is what’s catching luxury brands off guard… and transforming how younger consumers discover, trust, and buy.
Final Take: Don’t Chase Trends. Build Culture.
TikTok isn’t just about what’s trending today. It’s about how culture moves. What Gen Z values today, transparency, personality, and fluidity, will shape the next decade of ecommerce. Last year, TikTok saw explosive growth, becoming a key platform for audience acquisition and engagement.
Brands are leveraging viral trends, such as the #guccimodelchallenge, to boost engagement and visibility. Some luxury brands are taking a low-key approach to TikTok marketing, maintaining an understated presence that preserves brand elegance while still engaging authentically.
If you treat TikTok like another ad channel, you’ll miss it. If you treat it like a cultural mirror, you’ll find opportunities no spreadsheet could predict.
A notable example is Louis Vuitton’s appointment of Pharrell Williams as men’s creative director, which has driven cultural relevance and trendsetting through high-profile collaborations and influencer campaigns on TikTok.
The brands winning on TikTok aren’t just “on the app.” They’re in the community. They’re part of the conversation. And they’re learning that luxury doesn’t mean exclusivity anymore, it means belonging to the right story.
Frequently Asked Questions
Why are luxury brands using TikTok now?
Luxury brands are using TikTok to connect with Gen Z shoppers, build community trust, and promote products in a relatable, story-driven format that traditional advertising can’t replicate.
How does TikTok impact Gen Z’s trust in fashion brands?
Gen Z users trust peer reviews and creator content more than traditional marketing. TikTok fosters transparency and emotional connection, which drives trust and purchase behavior.
Can TikTok drive in-store traffic for luxury retailers?
Yes, TikTok is influencing both online sales and physical footfall. Shoppers often seek out products in-store after seeing them featured in trending TikTok videos.
What can ecommerce brands learn from luxury TikTok strategies?
Even non-luxury brands can benefit by embracing authenticity, creator partnerships, and a content-first approach that mirrors how Gen Z shops and consumes media.
Is TikTok a reliable platform for ecommerce growth?
Yes, when used strategically. With high engagement rates and influence over buyer decisions, TikTok can significantly boost visibility and sales, especially for brands targeting younger audiences.
Turn Returns Into New Revenue
Amazon FBA Return Expert Service: Will It Actually Help Sellers?
Amazon is finally acknowledging what Sellers have known for years, returns are eating them alive, a challenge that continues to impact profitability and operational efficiency.
Now, with its new invite-only FBA Return Expert Service, Amazon is offering what looks like a white-glove program designed to reduce return rates on high-priced ASINs.
But is this a real step toward helping sellers manage returns, or just another layer of optics wrapped in policy buzzwords? The FBA Return Expert Service presents new opportunities for sellers to transform return-related challenges into avenues for growth and increased profitability.
Let’s break it down. If these opportunities are leveraged effectively, sellers could unlock significant growth for their Amazon business.
What Is the FBA Return Expert Service?
In Amazon’s own words:
“Amazon’s new FBA Return Expert Service…is part of the invite-only FBA High Average Selling Price Program focused on selection over $50. Listing and Product Quality defects drive 60% of returns. Our focus is to help you in addressing these defects so that you can improve your returns performance, margins, and brand reputation while reducing your costs.”
Sellers accepted into the program are assigned a dedicated subject matter expert who is part of a specialized team focused on optimizing returns. This expert digs into ASIN-level return reasons and provides personalized coaching, data insights, and action plans, helping sellers optimize their internal processes for better returns outcomes. The expert’s approach is designed to improve efficiency by streamlining return management.
It’s proactive, not reactive, at least in theory. The service is designed to deliver personalized solutions for clients seeking to improve their returns processes.
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See How It WorksWhy It Exists (And Why It’s Needed)
Let’s be honest: Amazon’s return policies are famously buyer-friendly, and often seller-hostile. These policies have a significant impact on Amazon business operations, affecting profitability and inventory management for sellers.
You don’t need to scroll far through r/FulfillmentByAmazon or Seller Forums to find frustrated merchants:
- Customer-damaged items are auto-refunded without return, with customers initiating the return process
- Used products re-sold as new by mistake
- Abuse of “Item Not as Described” as a free rental system
Businesses of all sizes are impacted by high return rates. Most sellers see 10–20% return rates. For categories like electronics or fashion, it can go much higher. And as Amazon continues to optimize for seamless customer experiences, sellers are forced to absorb the cost.
Understanding and navigating Amazon’s policies is crucial for effective returns management, maintaining seller performance, and maximizing claim recovery.
So the FBA Return Expert Service is a nod to a reality Amazon helped create.
How It Works
While there’s limited public info (it’s invite-only), the core experience appears to include:
- Data-driven return insights for high-return-rate ASINs, providing detailed analysis of FBA returns, including the processing of each returned item to assess its condition and outcome.
- One-on-one coaching to reduce refund triggers
- Quality audit support to address issues in listings, product packaging, instructions, and customer expectations
- Assessment of the condition of returned items to determine if they are sellable or defective, ensuring accurate categorization for inventory management.
Amazon claims the program helps improve listing accuracy, reduce defects, and transform returns from a reactive fire drill into a strategic lever. As part of the workflow, the expert helps sellers select the best option for handling unsellable inventory, based on the condition of the returned items. For example, the expert might determine that a defective returned item should be disposed of, while a sellable item can be restocked.
And it ties into the broader High Average Selling Price Program, suggesting the focus is on items over $50, where the profit hit from returns is most painful.
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I'm Interested in Peer-to-Peer ReturnsThe Upside for Sellers
If it works as promised, this could be a win for sellers:
- Amazon finally looking upstream at why returns happen, not just issuing reimbursements
- Helps sellers recover profits on high-dollar SKUs
- Encourages process control and brand quality versus playing catch-up with returns fraud
- Offers a potential reduction in disposed inventory and fees
- May help protect brand ratings and buyer trust
- Helps sellers maximize revenue and recovery from FBA returns by identifying every eligible claim for reimbursement and refunds
The program can lead to increased reimbursement and refunds by ensuring every eligible claim is processed, helping sellers recover money and dollars that would otherwise be lost. Thousands of sellers have already benefited from this recovery, maximizing their financial outcomes.
And most importantly, it gives sellers something they’ve been begging for, a seat at the table when it comes to return policies. These benefits position sellers for future growth and help them achieve long-term success.
But… Proceed With Caution
This is Amazon, after all. There are real concerns:
- Is the “expert” really a seasoned returns strategist, or just another Seller Support agent with a new badge?
- Will insights be actionable or vague?
- Will Amazon actually adjust its own auto-approval return policies, or just shift responsibility to sellers?
- Will there be costs, performance thresholds, or stricter penalties if suggestions aren’t followed?
- Could errors occur in the return process if the service is not implemented correctly, leading to mistakes or discrepancies?
- Is there a risk of delays in processing returns or reimbursements, potentially impacting order fulfillment and customer satisfaction?
The FBA Return Expert Service might be an olive branch, but it could also become a compliance burden disguised as help. It’s important for sellers to be responsible in handling returns and ensure compliance with Amazon’s standards to maintain their reputation and operate ethically.
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Learn About Sustainable ReturnsThe Bigger Picture: Managing Returns at Scale
Amazon reimbursements and return operations have become a business unit unto themselves for many sellers. From claims, audits, and customer complaints to managing unsellable inventory, it’s a constant drain. Implementing a seamless process for managing Amazon FBA returns allows sellers to handle large volumes efficiently, reducing operational headaches and improving overall workflow.
This is where sellers need more than just a new program, they need a new returns strategy.
- Automate return tracking and auditing to optimize processes and ensure fast processing of returned items, so inventory can be restocked quickly and remain available as stock.
- Sync warehouse verification with refund approvals for efficient handling of Amazon FBA returns.
- Stop accepting loss as a default by maximizing reimbursements and minimizing losses through detailed audits and tracking.
- Understand your true cost of returns at the ASIN level to support better decision-making for ecommerce brands and marketplace performance.
A dedicated team can help clients maximize recovery from Amazon FBA returns, ensuring that brands benefit from effective returns management and processing. This not only supports marketplace success but also strengthens the position of ecommerce businesses.
Operational control >> reactive cleanup.
Final Thoughts: A Welcome Step, But Not a Fix
The FBA Return Expert Service is Amazon acknowledging the obvious, sellers can’t keep eating return losses while maintaining quality margins.
But sellers shouldn’t confuse personalized reports with real control over the process. Seller Central remains the primary platform for managing returns, claims, and reimbursements, making it essential for sellers to monitor their operations closely.
Unless Amazon updates its core return policies (e.g., stops refunding before receipt or strengthens return verification), this program will only go so far. With the right approach, sellers can often find money they didn’t realize was owed to them through diligent tracking and claim filing.
Still, for merchants in the invite pool, this could be a valuable way to diagnose and reduce returns on high-value items and push for smarter return workflows before peak Q4. Ultimately, sellers should choose the best strategy for their unique needs to maximize reimbursements and minimize losses.
Frequently Asked Questions
What is Amazon’s FBA Return Expert Service?
Amazon’s FBA Return Expert Service is an invite-only program that provides sellers with personalized support from subject matter experts to reduce return rates, especially for high-priced items.
How can the FBA Return Expert Service help sellers improve profits?
By identifying listing quality issues and reducing customer returns, the service helps sellers minimize refunds, disposal fees, and lost inventory, all of which improve profitability.
Who is eligible for the FBA High Average Selling Price Program?
Currently, the program is invite-only and focused on sellers with ASINs priced above $50 that experience high return rates.
Does this service replace Amazon reimbursement claims?
No, the FBA Return Expert Service is separate from reimbursement processes. It’s focused on prevention and performance improvement, not recovering money post-return.
Are there downsides or risks to joining this new Amazon returns program?
While the program offers value, it may come with added scrutiny, expectations, or unclear accountability. Sellers should weigh the benefits of insight against the risk of increased compliance pressure.
Turn Returns Into New Revenue
Extended Producer Responsibility (EPR): How Peer-to-Peer Returns Solve for It
In this article
6 minutes
The way we deal with waste is changing fast. Governments around the world are done letting brands ship products with zero thought about what happens when they break, expire, or get returned. Enter Extended Producer Responsibility (EPR), a policy model that makes producers financially and operationally accountable for their products’ full life cycle, including after consumers are done with them.
And while most ecommerce operators are bracing for the added costs, smart brands are already asking a different question: What if we could turn EPR compliance into a competitive advantage?
Let’s dig into how EPR works, what’s shifting globally, and how Cahoot’s peer-to-peer returns program just might be the most elegant solution ecommerce sellers never saw coming.
What Is Extended Producer Responsibility?
Extended Producer Responsibility, or EPR, is a policy approach that shifts the financial responsibility and logistical burden for waste management away from governments and consumers and places it squarely on the shoulders of producers. That means brand owners, manufacturers, and importers must now manage the end-of-life of their products. Whether it’s packaging waste, electronics, beverage containers, or textiles, producers are expected to pay for or directly handle the collection, reuse, recycling, or disposal of their waste.
And it’s not optional anymore. EPR programs have already been implemented or introduced in many countries, from Canada to the EU to parts of the U.S. In fact, over 60 jurisdictions now have some form of EPR legislation, and more are passing every year. Even developing countries are starting to adopt similar policy approaches to address waste management, limited resources, and environmental impacts.
The idea is simple:
If you make it, you should figure out how to unmake it.
Make Returns Profitable, Yes!
Cut shipping and processing costs by 70% with our patented peer-to-peer returns solution. 4x faster than traditional returns.
See How It WorksWhy EPR Matters for Ecommerce (and Fast)
Most ecommerce brands don’t manufacture the products they sell, but that doesn’t mean they’re off the hook. In most EPR laws, the “producer” includes brand owners, importers, and even large online marketplaces. That means if you ship to consumers in European Union countries, you might already be subject to EPR registration, fees, and reporting obligations, whether you’re selling soap, apparel, furniture, or waste electronics.
A few examples:
- France, Germany, and Austria now require ecommerce sellers to register with a Producer Responsibility Organization (PRO) and report packaging quantities sold
- California, Colorado, and Oregon have passed EPR laws covering packaging, shifting recycling costs from local governments to producers
- The European Union is expanding EPR schemes to textiles and batteries while increasing financial responsibility on producers for meeting recycling targets
Bottom line: the legislation is no longer just about compliance; it’s reshaping how brands think about production, materials, costs, and returns.
The Challenge: EPR Compliance Is Complex, Costly, and Ongoing
Here’s the hard truth: complying with EPR is expensive. Brands must:
- Register in each country or state
- Report SKU-level data on materials used
- Pay eco-modulation fees based on how sustainable the product or packaging is
- Handle logistics for collection, reuse, or recycling
- Prove proper disposal through auditable documentation
- Work with a Producer Responsibility Organization or risk being delisted from marketplaces like Amazon Germany
This is a ton of work. And worse, it’s ongoing; producers must continually track and report quantities sold, what was returned, how it was processed, and where the materials went. For ecommerce operators already dealing with slim margins and tight cash flow, EPR can feel like an existential threat.
So what’s a brand to do?
Convert Returns Into New Sales and Profits
Our peer-to-peer returns system instantly resells returned items—no warehouse processing, and get paid before you refund.
I'm Interested in Peer-to-Peer ReturnsEnter Cahoot: Turning Returns into an EPR Compliance Asset
Here’s where Cahoot’s peer-to-peer ecommerce returns solution changes the game.
Returns are one of the biggest blind spots in EPR. Returned goods often fall through the cracks of reuse and recycling programs, creating waste and compliance headaches. Traditionally, a returned item is shipped back to a warehouse, inspected, and often discarded or sent to liquidation, especially in fast fashion or electronics. That’s a wasted product, wasted materials, and additional shipping, all of which hurt your EPR score.
But what if that returned product could skip the warehouse altogether and get shipped directly to the next buyer?
That’s exactly what Cahoot’s peer-to-peer returns model does.
Instead of bringing a return back into centralized inventory, Cahoot reassigns it in real-time to the next customer who wants it. The return is rerouted, minimizing extra handling, materials, and emissions. And yes, it’s fully traceable for EPR reporting.
Here’s How Cahoot Solves for EPR:
1. Reduces Waste and Increases Reuse
Returned products are resold, not discarded. That extends product life, lowers end-of-life management costs, and keeps items out of landfills, key outcomes for EPR compliance.
2. Cuts Down on Packaging Waste
Because the return never goes back to the original warehouse, the need for repackaging is eliminated. That’s less packaging waste and fewer new materials in circulation.
3. Minimizes Reverse Logistics Emissions
No second trip across the country. No return to origin. Just direct-to-new-customer fulfillment. This slashes the carbon footprint of the return journey and helps brands meet sustainability targets.
4. Enhances Product Stewardship Reporting
With Cahoot, returns are tracked from the original buyer to the next. That data visibility gives brands a documented chain of custody they can use for EPR program reporting.
5. Avoids Fees and Penalties
Many EPR shifts include eco-modulated fees, meaning the greener your product’s life cycle, the less you pay. Cahoot helps brands reduce costs by showing responsible, circular product management.
No More Return Waste
Help the planet and your profits—our award-winning returns tech reduces landfill waste and recycles value. Real savings, No greenwashing!
Learn About Sustainable ReturnsEPR and Returns: A Match Made for Reinvention
Let’s be honest, most brands aren’t thinking about returns when they think about EPR legislation. But they should be. A returned product that gets trashed is the ultimate EPR failure. One that gets rerouted and reused? That’s a policy win, an environmental win, and a cost-saving win.
What’s more, Cahoot gives ecommerce operators a rare opportunity: To not just comply with EPR, but to lead.
Final Thoughts: Don’t Just Comply, Differentiate
EPR isn’t going away. In fact, it’s spreading fast, and consumers are paying attention. Brands that embrace reuse, reduction, and responsibility will earn trust. Those who treat returns like an afterthought may face penalties, bad PR, or worse, delisting from key markets.
The good news? Cahoot’s peer-to-peer returns solution is already helping brands across categories, from apparel to electronics, cut costs, reduce environmental impacts, and prove EPR compliance in a way that scales with growth.
That’s not just smart compliance, that’s smart business.
Turn Returns Into New Revenue
How the EU Green Deal is Shaping Ecommerce & How Peer-to-Peer Returns Help Solve It
In this article
11 minutes
The European Green Deal isn’t just a buzzword, it’s a mandate that’s reshaping how business gets done. It’s Europe’s moonshot plan to become the first climate-neutral continent by 2050, cutting emissions and pollution across every industry. For ecommerce brands, this is both a wake-up call and an opportunity. In a climate-neutral European Union, doing business as usual isn’t going to cut it. Sustainability is now a must-have, not a nice-to-have. And surprisingly, one of the secret weapons in meeting these ambitious goals might just be rethinking something as routine as product returns.
What Is the European Green Deal? (In Plain English)
In case you missed it, the European Green Deal (EGD) is the European Union’s sweeping strategy to tackle climate change and drive sustainable development. Think of it as the EU’s growth strategy for the 21st century, a plan to transform Europe into a fair, prosperous society with a modern, resource-efficient, and competitive economy that leaves no one behind. The headline goals? Reduce greenhouse gas emissions by 55% by 2030 and hit net zero emissions (climate neutrality) by 2050. In other words, become a climate-neutral continent within a few decades. No pressure, right?
This Green Deal isn’t a single law but a whole portfolio of policies touching everything: clean energy, circular economy practices, sustainable agriculture (hello, Farm to Fork strategy), transportation, construction, and more. It’s backed by the European Climate Law, making these emission-cut targets legally binding, and a “Fit for 55” package of initiatives to overhaul regulations from energy taxes to carbon pricing mechanisms. The European Commission and European Parliament are all in on this, reviewing old laws and crafting new ones to align with a climate-neutral economy. We’re talking about policies like an updated EU Emissions Trading System, a Carbon Border Adjustment Mechanism (to prevent so-called carbon leakage from less-regulated countries), a circular economy action plan, and even a Nature Restoration Law to revive ecosystems.
The European Green Deal is massive in scope, but its essence is simple: economic growth without trashing the planet. It aims to decouple growth from resource use, meaning you can have a sustainable economy without burning through natural resources or spewing greenhouse gas emissions. It’s also about an inclusive transition; the EU’s Just Transition Mechanism is funneling billions to ensure EU member states and industries (even those hooked on fossil fuels) can go green in a fair and inclusive way. This is not just politics or altruism; it’s a growth strategy for a competitive, climate-neutral European economy.
Make Returns Profitable, Yes!
Cut shipping and processing costs by 70% with our patented peer-to-peer returns solution. 4x faster than traditional returns.
See How It WorksWhy Ecommerce and Retail Can’t Ignore It
So, what does this sweeping environmental policy have to do with your ecommerce operation or retail brand? In a word: everything. The Green Deal’s tentacles reach into sustainable supply chains, energy efficiency, packaging, shipping, and yes, even how you handle returns.
European regulators and civil society alike are increasingly scrutinizing the environmental impacts of products from cradle to grave. If you’re selling in the EU (or even just shipping to Europe), you’ll face new expectations about sustainable industry practices and corporate sustainability. For instance, the push for a circular economy means you’ll need to design products (and processes) for reuse, repair, or recycling instead of the landfill. There’s talk of stricter rules on packaging waste and requirements to use more recycled materials. The EU Biodiversity Strategy and sustainable development goals embedded in the Green Deal signal that everything from your sourcing to your delivery methods should tread lighter on the planet.
And let’s not forget carbon. The EU’s climate agenda could soon touch logistics directly, think emissions trading for the transportation sector or fuel taxes for shipping. If you’re running an ecommerce fulfillment operation, those delivery vans and long-haul trucks are on the radar. The power sector that charges your warehouses is shifting to renewable energy sources, and energy-intensive data centers and industrial processes are expected to become more energy-efficient or face penalties. The bottom line: whether it’s reducing greenhouse gas pollution or minimizing waste, EU policies are going to impact how you source, make, package, and deliver goods.
The Hidden Sustainability Sinkhole: Online Returns
Okay, now for the plot twist, one area that’s often overlooked in sustainability plans is ecommerce returns. Yes, that seemingly mundane process of customers sending stuff back is actually a huge sustainability sinkhole. Online returns have exploded alongside the ecommerce boom, and with them comes a truckload (literally) of emissions and waste.
Consider this: Customers return up to 30% of online purchases on average. In fashion, return rates can soar above 40–50%. Each return typically means extra shipping, additional packaging, and sometimes scrapping of perfectly good products. In 2022 alone, over 9.5 billion pounds of returned products were sent to landfills instead of being resold or recycled. Globally, handling returns emits an estimated 24 million metric tons of CO₂ each year, roughly equivalent to the emissions of some small countries. Let that sink in: all that back-and-forth shipping and wasted product is pumping out greenhouse gases, undermining the fight against climate change.
From a climate neutrality standpoint, returns are a big problem. One report found the carbon impact of the return trip and processing can add about 30% more emissions on top of the original delivery. And if those returns end up destroyed or in a dump, it’s not just a carbon hit, it’s a failure of the circular economy model. The circular economy action plan in the EU Green Deal aims to design waste out of the system, yet here we are literally throwing away products by the ton. Global greenhouse gas emissions from freight are rising, and unnecessary return shipments are part of the story.
Then there’s packaging waste. Online shopping already uses several times more packaging per item than traditional retail. Returns often mean even more packaging, sometimes new boxes, plastic wrap, and labels, contributing to the piles of packaging waste that EU member states are under pressure to reduce. With Europe pushing initiatives to curb single-use packaging and boost recycling, the current returns status quo (which can be “one-and-done” use of packaging and product) just isn’t sustainable.
In short, ecommerce returns are a sustainability blind spot. If you’re an ecommerce pro eyeing EU markets (or just trying to run a responsible business), you can’t afford to treat returns the old way. Doing so would undermine your climate neutrality goals, rack up your carbon footprint, and possibly put you afoul of emerging regulations around waste and emissions. The climate crisis demands we find a better way to handle returns in a resource-efficient, environmentally sustainable manner.
Convert Returns Into New Sales and Profits
Our peer-to-peer returns system instantly resells returned items—no warehouse processing, and get paid before you refund.
I'm Interested in Peer-to-Peer ReturnsEnter Peer-to-Peer Returns: A Game-Changer for Sustainable Ecommerce
So, how do we fix this? How can online retailers and brands slash the footprint of returns to align with the Green Deal vision of a sustainable economic model? One answer is reimagining the reverse logistics process altogether, and this is where Cahoot’s peer-to-peer ecommerce returns solution comes in. It’s a fresh approach that turns the conventional returns model on its head.
Cahoot has pioneered a peer-to-peer returns program that is cheaper, faster, and more sustainable than the status quo. Instead of shipping a return from the customer back to a distant warehouse (and then maybe to a refurb center or a new buyer), Cahoot enables customers to send that return directly to the next customer who wants the item. In essence, the returned product is instantly resold while it’s still in transit. No detour through a storage facility, no time wasted sitting on a shelf, and no extra cross-country trucking just to end up back in inventory. By skipping the warehouse and cutting out an entire leg of transportation, this model eliminates unnecessary carbon emissions and saves lots of time and money.
Here’s why this approach is a sustainability trifecta:
- Fewer Shipping Miles: Every return that goes straight to a new owner is one less trip to a centralized return center and then to a new buyer. That means burning less fossil fuel in transit. Fewer trucks on the road and planes in the air = lower carbon emissions. For a brand concerned with reducing greenhouse gas emissions, this is a big win.
- Reuse of Products (Circular Economy in Action): Instead of products being discarded or sitting idle, they get a second life immediately. This directly supports the circular economy ethos of the EU Green Deal by keeping products in use longer and out of the waste stream. It’s essentially enabling reuse and product life extension at scale, which is exactly what a sustainable supply chain should do.
- Less Packaging Waste: If the original packaging can be used to send the item to the next customer, we avoid consuming new boxes and plastic. That cuts down on packaging waste and the demand for new packing materials (which in turn saves resources and energy). It aligns with the EU’s push for packaging reuse and waste reduction.
- Energy Efficiency & Reduced Processing: No need for energy-intensive warehouse operations to check, repackage, and restock the item. Skipping the warehouse not only saves labor but also electricity and heating/cooling at facilities, contributing to overall energy efficiency in the logistics chain.
- Data & Optimization: The Cahoot system uses AI to grade and approve returned items for resale, ensuring only quality products circulate to the next buyer. This kind of smart system can eventually tie into a better industrial strategy for sustainability, using tech to minimize waste. It also provides transparency that can be reported in sustainability metrics (imagine telling your customers or regulators how many pounds of goods you kept out of landfill via direct resell!).
Crucially, this peer-to-peer model helps companies tackle both climate impact and compliance with emerging rules without sacrificing the bottom line. It’s not philanthropy; it’s a growth strategy for the sustainable era. By reselling nearly 48% of returns immediately through this network, brands can reclaim revenue that would otherwise be lost. They save on return shipping and warehousing costs, which is money back in the business, all while doing right by the planet. That financial incentive makes it easier to invest in green improvements elsewhere, too. In a way, Cahoot’s solution turns environmental sustainability into a competitive advantage rather than a cost center.
No More Return Waste
Help the planet and your profits—our award-winning returns tech reduces landfill waste and recycles value. Real savings, No greenwashing!
Learn About Sustainable ReturnsAligning with EU Goals and Beyond
It’s almost like Cahoot’s returns solution was tailor-made for the EU Green Deal’s objectives. It checks multiple boxes on the EU’s sustainability agenda:
- Climate Neutrality & GHG Reduction: Fewer transportation emissions contribute to the EU’s emissions targets (directly reducing the carbon footprint of ecommerce operations).
- Circular Economy & Waste Reduction: Immediate reuse of returned products means less waste, supporting EU targets to cut waste and increase product longevity.
- Sustainable Industry Innovation: This model exemplifies how industrial strategy and innovation can solve environmental problems, exactly the kind of private-sector initiative EU policymakers encourage to meet climate goals.
- Consumer Engagement in Sustainability: European consumers are increasingly eco-conscious. Offering a peer-to-peer returns option signals a brand’s commitment to sustainability, aligning with the European Climate Pact spirit of involving citizens and civil society in the green transition. Shoppers get to participate by buying a “like-new” product at a discount, which comes with the feel-good factor of saving an item from the dumpster.
- Corporate Sustainability Reporting: As EU institutions move toward stricter reporting on environmental impact (see: Corporate Sustainability Reporting Directive), a company using innovative returns solutions can better report reductions in emissions and waste. It’s a concrete action to show investors and regulators that the company is serious about sustainable development and not just greenwashing.
Lastly, let’s zoom out. The United Nations and the global community are watching pioneers in sustainability. If a solution like Cahoot’s can scale, it doesn’t just help meet EU mandates; it could influence best practices worldwide. The European Green Deal might be the catalyst, but the idea of a sustainable economic model for ecommerce has no borders. Cutting down carbon and waste in returns is just smart business for the planet, whether you’re in the EU, the US, or anywhere else.
Conclusion: Turning Mandates into Opportunities
The EU Green Deal is transforming the rules of the game for businesses, especially in retail and ecommerce. Rather than seeing it as a compliance headache, savvy brands see a chance to innovate. Returns, often treated as a boring afterthought, are actually a golden opportunity to boost sustainability and efficiency in one go. By embracing concepts like peer-to-peer returns, ecommerce companies can not only reduce greenhouse gas emissions and waste in line with EU goals, but also surprise themselves by improving customer loyalty (eco-conscious shoppers love green initiatives) and recovering revenue that used to be written off.
The road to a climate-neutral economy will require every tool in the toolbox. Rethinking returns is just one piece of the puzzle, but it’s a powerful one. It shows how a fair and inclusive green transition can also be good for business. So as the EU leads with ambitious climate and environmental objectives, it’s time for ecommerce operations to get creative and align with those policies. The Green Deal mandates might feel daunting, but with the right strategies (and a little ingenuity from companies like Cahoot), we can turn sustainability into a win-win: for the planet and the profit line. In the end, saving the world and running a competitive economy don’t have to be at odds; the Green Deal is nudging us to prove it, one return shipment at a time.
Turn Returns Into New Revenue
Using Rithum to Optimize Multi-Channel Fulfillment and Dropshipping
In this article
9 minutes
- What Is Rithum?
- Rithum at a Glance
- Core Capabilities: Rithum Modules Explained
- Why Rithum Matters for Modern Commerce
- Use Case: A Dropshipping Brand Using Rithum
- Brands and Retailers Benefiting from Rithum
- Challenges to Be Aware Of
- How Rithum Compares to Other Platforms
- Where Cahoot Fits In
- Final Thoughts
- Frequently Asked Questions
Rithum isn’t just a rebrand, it’s a reinvention. Born from the merger of ChannelAdvisor, CommerceHub, and DSCO, Rithum is now one of the most powerful platforms for brands, retailers, and suppliers navigating the connected ecommerce world. According to Rithum’s CEO, the rebrand marks the beginning of a new era focused on innovation, growth, and supporting customers at every stage of their journey. With over $50 billion in GMV flowing through its pipelines annually, Rithum is quietly powering some of the world’s greatest brands, and making optimized consumer shopping journeys feel seamless.
If your ecommerce strategy includes multi-channel order fulfillment, dropshipping, and scalable growth, Rithum might be the platform you didn’t know you needed. Rithum supports businesses from the very beginning of their ecommerce journey, streamlining onboarding and initial setup to ensure a smooth start.
What Is Rithum?
Rithum is a multi-module platform focused on creating connected ecommerce experiences. It brings together marketing, commerce, delivery, and discovery into one scalable solution, helping brands and retailers operate more efficiently across marketplaces, DTC sites, retail media networks, and fulfillment channels. Rithum is designed to help launch, manage, and grow any type of ecommerce business, supporting the entire commerce operation from inventory management to multi-channel sales.
In other words, Rithum gives you the tools to grow sales, manage inventory, expand fulfillment, automate operations, and scale, all from a centralized command center. It’s built for the brands, retailers, and suppliers who want to stop juggling disconnected systems and finally integrate everything, supporting users every step of the way as they integrate their systems.
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I'm Interested in Saving Time and MoneyRithum at a Glance
- Annual GMV: $50+ billion
- Order Volume: Over 400 million orders processed per year
- Products Listed: 2.4 billion+ SKUs across 420+ channels
- Customer Base: 40,000+ companies, including major global retailers and niche DTC brands
- Trusted by the industry’s leading retailers and brands: Rithum supports the growth and profitability of retailers and brands across the ecommerce ecosystem.
- Legacy: Combines the capabilities of ChannelAdvisor, CommerceHub, DSCO, Cadeera, and more
That’s not just a lot of scale, it’s a lot of trust. Rithum powers commerce infrastructure for companies ranging from Fortune 500 retailers to fast-growing ecommerce entrepreneurs. As the industry’s most trusted commerce platform, Rithum delivers comprehensive solutions for retailers and brands navigating today’s market challenges.
Core Capabilities: Rithum Modules Explained
Rithum’s strength lies in its modular architecture. Businesses can tap into one, two, or all four of the core modules depending on their needs. Rithum supports businesses at every step, whether they choose a single module or implement the full suite, ensuring a smooth progression through each stage of their journey.
1. Commerce Solutions
This is the backbone. Rithum enables sellers to list products across hundreds of marketplaces, websites, social platforms, and retail sites, streamlining data sync, inventory updates, and pricing strategies.
Whether it’s Amazon, Walmart, Target Plus, Zalando, or your own Shopify site, Rithum’s software lets you manage product listings from one place. You can push updates to every sales channel instantly and reduce the lag that costs time, money, and customers.
2. Marketing Solutions
Rithum helps brands drive performance across paid search, social ads, and retail media networks. Think: Google Shopping, Meta Ads, Instacart, Criteo, Roundel, CitrusAd, you name it.
You can create optimized campaigns directly inside Rithum’s platform and integrate with leading analytics tools to tie ad spend to order fulfillment and margin impact. This means tighter control over ROAS, and faster decisions on what’s working and what isn’t.
3. Delivery Solutions
Order fulfillment isn’t just about speed, it’s about flexibility. Rithum’s delivery solutions automate routing based on inventory availability, warehouse proximity, shipping method, and cost-efficiency. This includes direct-to-consumer fulfillment, third-party logistics (3PL), and dropshipping.
Even better, Rithum integrates with Amazon MCF (Multi-Channel Fulfillment), letting brands use Amazon’s fulfillment infrastructure for non-Amazon orders. This creates margin advantages without the overhead of managing your own warehouses (though it’s quite a bit more expensive than outsourcing to 3PLs).
4. Discovery Solutions
Using AI and behavioral data, Rithum identifies top-performing suppliers, curates catalogs for buyers, and matches brands with new retail partners. This is especially powerful for B2B marketplaces and dropship networks looking to expand their assortments strategically.
The goal? Help suppliers work smarter, not harder, and give buyers access to high-margin, in-demand products without wasting time.
Why Rithum Matters for Modern Commerce
Let’s face it: managing ecommerce operations across 10+ sales channels is chaos without a platform like Rithum. The industry’s top brands use Rithum to automate, integrate, and grow. Here’s how:
1. Unified Inventory Management
Forget spreadsheets. Rithum provides real-time inventory visibility across all your selling channels. This helps reduce stockouts, improve fill rates, and prevent costly overselling.
2. Streamlined Order Fulfillment
Orders from Amazon, Shopify, Walmart, and your DTC site all route through a single order management system. Rithum auto-selects the best fulfillment method, be it internal warehouse, dropship partner, or Amazon MCF.
3. Data-Driven Marketing
Tie your product data to your ad performance. Rithum’s platform ensures that your marketing campaigns reflect inventory levels, promotions, seasonal trends, and shipping timelines.
4. Optimized Margins at Scale
One of the most underrated advantages of using Rithum is margin optimization. By automating fulfillment and identifying cost-saving delivery solutions, you increase profit per unit while maintaining fast delivery speeds.
5. Powerful Integrations
Rithum offers prebuilt connections with all major ecommerce platforms, marketplaces, and ERPs. Whether you’re using NetSuite, BigCommerce, Adobe Commerce, or Salesforce Commerce Cloud, Rithum plays nicely in the sandbox.
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Get My Free 3PL RFPUse Case: A Dropshipping Brand Using Rithum
Let’s walk through a simplified scenario:
1. A brand lists 10,000 SKUs using Rithum’s commerce solution.
2. Rithum syndicates those listings to Amazon, Walmart, and a DTC site.
3. Inventory levels sync across platforms in real-time.
4. Orders start coming in from all channels.
5. Rithum routes the orders to a mix of 3PL warehouses and dropship suppliers based on margin and speed.
6. The marketing team uses Rithum’s tools to launch ad campaigns based on best-sellers and restock timelines.
7. The operations team reviews delivery metrics and margin performance using Rithum’s dashboard.
8. The brand expands to a European marketplace, using Rithum’s localization features and supplier discovery module.
Rithum enables brands, retailers, and suppliers to work together seamlessly throughout the dropshipping process, ensuring efficient collaboration and smooth order fulfillment.
From listing to delivery, everything flows through one platform, Rithum, acting as the heartbeat of your dropshipping operation and keeping every part running smoothly.
Brands and Retailers Benefiting from Rithum
Retailers like Belk used Rithum to onboard over 500,000 SKUs in under 90 days, resulting in a 36% YoY increase in GMV. Similarly, brands like Superdry and Marks & Spencer have leaned on Rithum’s marketing automation and fulfillment capabilities to grow international sales and reduce channel friction.
For smaller companies, the appeal is just as strong. Rithum lets lean ecommerce teams punch above their weight, automating order fulfillment, syncing inventory, and scaling ad campaigns without adding headcount.
Challenges to Be Aware Of
No platform is perfect. Here are a few potential drawbacks:
- Complex Onboarding: Rithum’s capabilities are powerful, but not plug-and-play. Implementation often requires a dedicated team or integration partner.
- Cost Structure: After the ChannelAdvisor/CommerceHub merger, some users reported pricing increases of 4–7x. Smaller businesses may need to weigh the ROI carefully.
- Support Transition: With consolidation comes some turbulence. Support quality can vary depending on your plan, region, and internal rep.
Still, these challenges are manageable if you’re serious about long-term scale.
How Rithum Compares to Other Platforms
|
Platform
|
Strengths
|
Weaknesses
|
|---|---|---|
|
Rithum
|
Unified commerce, delivery, marketing
|
Complex onboarding, premium cost
|
|
Zentail
|
Easy setup, automation
|
Fewer marketplaces supported
|
|
Feedonomics
|
Robust product feed optimization
|
Limited fulfillment capabilities
|
|
Skubana
|
Inventory automation
|
Light on marketing tools
|
|
Cahoot
|
Fastest fulfillment via P2P network, most profitable reverse logistics
|
Primarily focused on shipping/logistics
|
Rithum is ideal for businesses seeking an end-to-end platform that supports everything from product discovery to last-mile delivery, especially if those businesses operate across multiple sales channels and want to optimize every piece of the puzzle.
To see how Rithum can help your business, schedule a demo to view the platform in action and learn more about its features and benefits.
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Explore Fulfillment NetworkWhere Cahoot Fits In
For ecommerce sellers using Rithum but seeking faster, more cost-efficient fulfillment, Cahoot can be a perfect complement. While Rithum automates order routing and marketplace connections, Cahoot offers peer-to-peer fulfillment with 1-day ground delivery coverage across the U.S., at rates that beat most traditional 3PLs.
By integrating Cahoot into the Rithum workflow, brands can unlock smarter delivery solutions that drive higher margins and better customer experiences.
Final Thoughts
Rithum is more than just a new name; it’s a new rhythm for ecommerce. By merging legacy giants like ChannelAdvisor and CommerceHub, the Rithum platform is enabling connected ecommerce experiences at scale. With modules for commerce, marketing, delivery, and supplier discovery, it empowers brands, retailers, and suppliers to build lasting commerce businesses. Rithum also offers valuable resources to support teams and foster community within the ecommerce ecosystem.
It’s not for the faint of heart. Implementation takes planning. Costs can add up. But for ecommerce teams aiming to automate, scale, and integrate across channels, Rithum delivers.
Whether you’re launching a DTC brand, scaling a supplier network, or operating as one of the world’s greatest brands, Rithum helps create the infrastructure needed to move at speed, sell with confidence, and thrive in a fragmented retail world. Users love the seamless experience and impressive results they achieve with Rithum.
Frequently Asked Questions
What is Rithum, and what companies is it built from?
Rithum is a connected ecommerce platform formed by merging ChannelAdvisor, CommerceHub, DSCO, and other technology providers. It supports global brands, retailers, and suppliers.
How does Rithum improve order fulfillment and delivery solutions?
Rithum automates order routing across warehouses, dropship suppliers, and Amazon MCF, helping companies optimize shipping speed, cost, and customer satisfaction.
Which types of businesses should use Rithum?
Rithum is best suited for ecommerce brands, retailers, and suppliers managing sales across multiple marketplaces who need scalable software for fulfillment, marketing, and inventory.
Does Rithum offer tools for marketing and retail media?
Yes, Rithum’s marketing solutions connect directly to platforms like Google, Meta, Instacart, and retail media networks, helping businesses drive optimized consumer shopping journeys.
How does Rithum help brands expand globally?
Rithum’s commerce and discovery modules allow brands to manage listings across 420+ channels, onboard new suppliers, and localize product data to grow into new markets efficiently.
Turn Returns Into New Revenue
Faire: The Wholesale Marketplace Fueling B2B Retailers & Brands
In this article
9 minutes
- What Is Faire Marketplace?
- How Faire Works
- Why the Faire Marketplace Is Winning
- Inside the Faire Ecosystem
- Key Features That Power Faire Wholesale
- The Community Angle: Supporting Local Retailers
- How Faire Marketplace Stacks Up
- Challenges and Considerations
- Final Thoughts: A Smarter Way to Wholesale
- Frequently Asked Questions
If there’s one name shaking up the wholesale business right now, it’s Faire. This isn’t some old-school marketplace packed with overstock. Faire is modern, data-driven, and unapologetically pro-small business. The Faire marketplace connects brands with independent retailers, helps makers build loyal customer bases, and gives local retailers access to thousands of unique products at competitive wholesale prices, all without the traditional friction of trade shows, cold emails, or minimums that break the bank. The advantage for retailers and brands includes features like free returns, net payment terms, and exclusive access through membership programs, supporting small business success.
In short: Faire works because it flips the entire wholesale model on its head.
What Is Faire Marketplace?
At its core, Faire is an online wholesale marketplace built to help small businesses thrive. Retailers, particularly brick-and-mortar stores and local boutiques, use the platform to shop from hundreds of thousands of brands across the globe. These brands, in turn, use Faire to connect with eligible retailers in the U.S., Canada, Europe, and beyond, listing their products and managing everything from inventory to payment processing all in one place. Faire helps connect brands with local retailers through technology, building a community, and fostering relationships. The Faire site serves as the central hub for these transactions, and the website is the main online presence for wholesale activities.
Based in San Francisco, Faire was founded in 2017 with a bold mission: to level the playing field for local retailers and help independent brands find new audiences. Today, Faire wholesale is available in over 100 countries and supports a vibrant, rapidly growing ecosystem of retailers, makers, manufacturers, companies such as DTC brands and distributors, and wholesale suppliers. Faire connects brands and retailers around the world, creating a global community of buyers and sellers. The platform is also dedicated to supporting entrepreneurs and empowering small business owners with tools and market access.
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I'm Interested in Saving Time and MoneyHow Faire Works
The platform operates like a matchmaking service between retailers and brands. Sellers create product listings, upload inventory, and set their wholesale prices. Retailers browse through categories ranging from home décor to beauty to food and drink, and place opening orders often backed by net 60 payment terms and free returns. Upon sign-up, retailers may be given a certain amount of credit or spending allowance, and after verification, may access additional credit limits. To access net payment terms, retailers need to verify their eligibility by linking their bank, point-of-sale, or accounting systems.
Here’s what happens behind the scenes:
- Product discovery is powered by machine learning, personalizing suggestions for each retailer based on store size, prior purchases, region, and even customer reviews.
- Opening orders often come with low minimums or free returns, removing the risk of testing new inventory.
- Payment processing is handled seamlessly, with sellers getting paid up front and retailers enjoying flexible terms. Retailers can pay using various methods, including credit cards, PayPal, Apple Pay, and benefit from net 60 or pay later options.
- Commission fees vary. Faire charges 15% on new retailer orders + $10, while Direct Orders (from returning buyers) are commission-free. A sale triggers payment and commission fees for the platform.
- Analytics tools help brands manage performance and optimize their listings, marketing campaigns, and reorder rates, providing actionable insights to both brands and retailers.
For retailers or brands considering alternatives to traditional fulfillment models, leveraging an order fulfillment network can maximize profits and efficiency.
Why the Faire Marketplace Is Winning
So, what’s different about Faire compared to traditional wholesale platforms or in-person markets? It’s the blend of tech, transparency, and trust.
First, brands retain control. Sellers manage pricing, inventory, fulfillment, and advertising through a clean, intuitive dashboard. With full visibility into order data, account trends, and customer reviews, they can fine-tune their approach like any modern ecommerce business.
Second, retailers get access to premium goods at wholesale prices without committing to large order volumes. That opens doors for thousands of local stores who previously couldn’t meet MOQs or navigate import logistics.
Third, Faire supports growth on both sides. Through powerful tools like email marketing, Facebook ad integrations, inventory syncing, and sales analytics, brands can grow their business while building meaningful relationships with independent retailers. Everyone wins. Faire helps brands reach more customers and grow their sales.
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Tap into a nationwide network of high-performance partner warehouses — expand capacity, cut shipping costs, and reach customers 1–2 days faster.
Explore Fulfillment NetworkInside the Faire Ecosystem
The numbers don’t lie:
- Over 100,000 brands now sell on Faire.
- Retailers have placed millions of orders from across Europe, Canada, and the U.S.
- In the UK alone, local retailers were offered 50% off first-time purchases and free delivery for eligible categories.
- Faire has raised over $1.29 billion in funding, giving it the backing to expand into more local communities and continue supporting small business growth.
And yes, Faire is one of Shopify‘s chosen partners, with a tight integration that helps Shopify sellers expand to wholesale with minimal friction.
Key Features That Power Faire Wholesale
Let’s break it down. These are the platform’s most compelling features for sellers and retailers:
1. Curated Product Listings by Category
Sellers categorize their items by vertical: apparel, wellness, home goods, kids, pets, and more. Retailers can filter by category, price, product type, margin, brand story, and more. The marketplace interface is designed to feel more like shopping a boutique than digging through bulk inventory.
2. Free Returns on Opening Orders
Risk is the biggest barrier for new buyers. Faire’s solution? Let retailers opt for free returns on opening orders, which removes the fear of testing unfamiliar brands. This is one of Faire’s most powerful conversion drivers and a huge incentive for local stores to experiment.
3. Real-Time Inventory and Order Management Tools
Brands can sync inventory with their own ecommerce store, receive alerts when stock is low, and auto-approve reorders from trusted accounts. Retailers benefit from instant updates on order status and fulfillment timelines.
4. Global Expansion with Localized Support
Sellers can target specific geographies like Canada or Europe with localized pricing, translations, and customer support. The platform handles currency conversions, tax calculations, and security. Faire’s San Francisco headquarters has expanded to offices in London, Amsterdam, and São Paulo.
5. Advertising and Marketing Tools
Using Faire’s built-in marketing suite, brands can create campaigns, retarget past buyers, and generate traffic from Facebook or Instagram directly from their dashboard. They can also opt into Faire’s promotional campaigns during key retail periods.
6. Direct Orders with No Commission Fees
Want to avoid platform commissions? Brands can invite existing wholesale buyers to their Faire storefront via a direct link, which lets both sides skip commission fees and still access Faire’s tools, tracking, and payment systems.
The Community Angle: Supporting Local Retailers
Faire isn’t just about wholesale, it’s about restoring the vibrancy of local shopping. By giving neighborhood retailers a chance to compete with big-box stores and letting consumers discover products that aren’t on Amazon or Walmart shelves, Faire helps communities thrive.
Independent retailers using the platform have reported higher margins, better product discovery, and faster turnaround than legacy wholesale options. From rural shopkeepers in Texas to boutique owners in Toronto, these small businesses now have global access without sacrificing their local flavor.
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Get My Free 3PL RFPHow Faire Marketplace Stacks Up
|
Feature
|
Faire Marketplace
|
Traditional Wholesale
|
|---|---|---|
|
Free Returns
|
Yes (on opening orders)
|
Rare
|
|
Commission-Free Sales
|
Yes (via Direct Orders)
|
No
|
|
Built-in Analytics Tools
|
Yes
|
No
|
|
Global Retailer Access
|
100+ countries
|
Limited
|
|
Low Order Minimums
|
Yes
|
Usually high
|
|
Facebook Ad Integration
|
Yes
|
No
|
|
Payment Processing
|
Automated, flexible payout options
|
Manual or delayed
|
Challenges and Considerations
It’s not all sunshine and margins. Sellers must:
- Optimize listings and metadata to rise above hundreds of thousands of other brands.
- Adapt to algorithm changes that affect visibility and conversion rates.
- Accept that commission fees and advertising costs, while lower than trade shows, still add up over time.
Still, the advantages: speed to market, flexibility, insight, and buyer reach, are massive. Faire offers a variety of services to enhance user experience, from support to marketing tools. Users can review their privacy or cookie settings at any time and manage preferences by visiting the appropriate settings pages.
Final Thoughts: A Smarter Way to Wholesale
Whether you’re a U.S. candle maker, a Canadian ceramicist, or a European skincare brand, Faire helps create a smarter wholesale business. And if you’re a retailer? This is the platform that finally gives small stores the tools to compete. Makers and retailers can join the Faire marketplace by signing up and completing the onboarding process.
By combining product discovery, inventory control, analytics tools, payment processing, marketing campaigns, and customer relationship features into one elegant interface, Faire Wholesale has redefined the future of retail and made the playing field just a little more fair. Brands are encouraged to explore both selling on Faire Marketplace and their own wholesale store to maximize reach and sales opportunities, considering the benefits and limitations of each selling channel.
Frequently Asked Questions
What is the Faire marketplace, and how does it work?
The Faire marketplace is an online wholesale platform that connects independent retailers with brands and makers, offering access to curated products at wholesale prices.
Who can sell on Faire, and what are the commission fees?
Brands and manufacturers can sell on Faire. The platform charges a 15% commission on new retailer orders and $10 per opening order, but returning buyer orders are commission-free via direct links.
Are there minimum order quantities for retailers on Faire?
Faire allows flexible opening orders, often with low or no minimums. Retailers can try new products with reduced risk, and most first orders come with free returns.
What kind of products and categories are available on Faire?
Faire offers hundreds of thousands of product listings across categories like home décor, beauty, wellness, fashion, food and beverage, and more; ideal for boutique-style shops.
Can international retailers use Faire wholesale?
Yes, Faire supports retailers in over 100 countries including Canada and Europe, with localized currency, shipping, and payment processing.
Turn Returns Into New Revenue
Cahoot vs Veeqo: A Value-Driven Comparison for Modern Ecommerce Sellers
In this article
9 minutes
- At a Glance: Cahoot vs Veeqo
- Pricing Models & Carrier Rates
- Order Routing & Workflow Automation
- Multi-Channel Capabilities
- Inventory & Warehouse Management
- Support & Learning Curve
- Amazon Buy Shipping & SFP
- Data You Can Actually Use
- Built for Amazon Sellers, but Not Owned by Amazon
- Pros & Cons
- Cahoot vs. Veeqo: What Sellers Are Saying
- Final Verdict
- Frequently Asked Questions
When ecommerce sellers start scaling across marketplaces like Amazon, eBay, Walmart, and Shopify, their shipping software can either accelerate that growth or slow them down. Two platforms built to handle multi-channel shipping are Veeqo and Cahoot. Both offer discounted shipping labels and order management tools, but the similarities end there. This in-depth comparison will explore what each software delivers, what it lacks, and which one ultimately supports fast-moving ecommerce teams better.
At a Glance: Cahoot vs Veeqo
|
Feature
|
Cahoot
|
Veeqo
|
|---|---|---|
|
Multi-Channel Order Import
|
Yes
|
Yes
|
|
Discounted Carrier Rates
|
Yes
|
Yes
|
|
Rate Shopping Across Carriers
|
Yes
(Autonomous) |
Yes
(Basic) |
|
Bulk Label Printing
|
Yes
(Autonomous) |
Yes
(Traditional) |
|
Support for Own Carrier Accounts
|
Yes
|
Yes
|
|
Automation Rules & Order Routing
|
Yes
(Highly Configurable) |
Limited to Presets
|
|
Intelligent Package Selection (Cartonization)
|
Yes (AI-powered)
|
No
|
|
WMS Features
|
Yes
|
Partial
|
|
Inventory Visibility
|
Yes
(real-time) |
Yes
(limited granularity) |
|
Returns Workflow Integration
|
Optional Peer-to-Peer Returns
|
Basic RMA
|
|
Live Customer Support
|
Yes
(Help Desk, Phone) |
No phone support
|
|
Amazon Buy Shipping API Certified
|
Yes
|
Yes
|
|
Supports Amazon SFP
|
Yes
|
No
|
|
Open to 3PLs
|
Yes
|
No
|
Pricing Models & Carrier Rates
Both Cahoot and Veeqo offer access to discounted shipping rates from major carriers like UPS, FedEx, and USPS. Veeqo highlights its access to Amazon-negotiated carrier rates, especially beneficial for FBM sellers. However, it’s worth noting that Cahoot also offers deeply discounted rates through its aggregated carrier network, and unlike Veeqo, sellers aren’t required to be Amazon merchants to access them.
Users have praised Veeqo’s rates in particular, though some feel that the real-world savings depend on volume and location. One user on Trustpilot noted, “Veeqo offers good rates, but it doesn’t always beat what I negotiated directly with FedEx.” That said, having an option for both Veeqo and using your own account provides flexibility.
Cahoot lets sellers compare real-time rates across carriers, or even better: automate all the rate shipping and bulk shipping label generation based on the desired logic (cheapest, fastest, delivery promise, signature-required, etc.). This level of autonomous support (removing the human) goes a step further than Veeqo’s more manual workflows.
Order Routing & Workflow Automation
This is where the gap between the two platforms widens. Cahoot excels at automation.
Cahoot’s rule engine lets sellers automatically assign orders to specific warehouses, select packaging based on product dimensions, and pick carriers based on dynamic rules. It includes AI-powered cartonization, reducing overpackaging and optimizing label selection at scale. This feature alone can save high-volume shippers thousands per month.
Veeqo supports some automation, but according to multiple reviews, the rules engine lacks flexibility. As one user put it: “You can automate some parts of the shipping process, but complex routing logic just isn’t possible.” Another noted on G2, “Our warehouse team constantly has to manually override presets in Veeqo to get the right shipping option.”
Cahoot also offers the option to import product master data, assign SKUs to multiple warehouses, and automate routing for distributed fulfillment. These features are especially helpful for sellers managing multiple sales channels and warehouse locations.
Multi-Channel Capabilities
Both platforms support multi-channel order import from Amazon, eBay, Shopify, Walmart, Etsy, and more. Veeqo is tightly integrated with Amazon (it’s owned by Amazon), which brings advantages for FBM sellers, like access to Buy Shipping and automated order syncing.
However, some sellers note that Veeqo prioritizes Amazon workflows and that the support for non-Amazon channels lacks depth. A Trustpilot reviewer stated, “It’s clearly built with Amazon in mind. Shopify orders don’t always sync correctly, and the custom mapping is limited.”
Cahoot offers native integrations with all major ecommerce platforms, with equal priority across sales channels. That neutrality is useful for brands expanding beyond Amazon and looking to centralize operations across multiple storefronts.
It also means Cahoot isn’t limited by Amazon policy shifts or ecosystem changes. For businesses hoping to grow a multi-platform brand, that independence matters.
Inventory & Warehouse Management
Veeqo includes basic inventory tracking tools but doesn’t offer a full warehouse management system (WMS). Its UI shows available stock and syncs between platforms, but lacks pick/pack workflows, barcode scanning, and location-based inventory management.
Cahoot includes WMS features as part of the platform, with no need for third-party plugins. Sellers can assign bin locations, manage cycle counts, and generate pick lists automatically. One Cahoot user shared, “We reduced picking errors by 60% after switching from ShipStation to Cahoot because the WMS features are built in.”
For growing brands with even modest warehouse operations, this difference is key. It consolidates tech stack complexity and reduces reliance on disconnected tools.
Support & Learning Curve
Cahoot provides live onboarding, in-platform chat, and phone support. Multiple users note how responsive the support team is. One review on G2 says, “Every time I had an issue, Cahoot got back to me within minutes. I never felt like I was waiting around.”
Veeqo, on the other hand, has no phone support, and several users on Trustpilot and Reddit cite frustrating support delays. One review read, “You submit a ticket and wait… sometimes for days. It’s not great when your entire shipping flow is paused.”
Veeqo also has a steeper learning curve for non-Amazon users. The dashboard is robust but not intuitive for sellers focused on Shopify or direct-to-consumer models.
Amazon Buy Shipping & SFP
Both platforms are certified for Amazon Buy Shipping, meaning they help sellers remain compliant with Amazon’s policies and tracking requirements. However, only Cahoot supports Seller Fulfilled Prime (SFP).
For Amazon SFP sellers, this is a major differentiator. Cahoot’s compliance engine ensures same-day label printing, cut-off time enforcement, and late-delivery prevention. Veeqo does not support this, which rules it out for many brands trying to maintain the Prime badge.
Data You Can Actually Use
With Veeqo, many sellers are flying blind. Sales data is fragmented. Shipping costs aren’t always transparent. And pulling that data often means wrangling spreadsheets with missing headers or running into failed exports.
Cahoot makes it easy to analyze profits, understand shipping costs, and track eligible shipments in one dashboard. You get full access to real performance data without needing to bounce between platforms.
Built for Amazon Sellers, but Not Owned by Amazon
Veeqo is owned by Amazon. That means anything you do on the Amazon platform is potentially visible. For Amazon sellers trying to protect their strategy or operate across other channels, that’s a problem.
Cahoot is fully compatible with Amazon FBM, FBA, and Buy Shipping, but stays independent. You get the lowest rates available, without locking yourself in deeper with Amazon or giving up your leverage.
Pros & Cons
Cahoot vs. Veeqo: What Sellers Are Saying
“Using Veeqo costed us so much time. Exports kept failing, inventory didn’t match, and the UI was just confusing. Cahoot gave us back control.”
~ Multichannel seller, apparel industry
Speak to a fulfillment expert
“The only reason I stuck with Veeqo was because it was free. But once our shipping volume increased, we needed more, and Cahoot delivered.”
~ Electronics brand owner
Speak to a fulfillment expert
Final Verdict
Veeqo is a solid, free tool for Amazon-first sellers who want to print shipping labels and access decent rates with minimal setup. But it lacks depth in automation, support, and warehouse operations.
Cahoot, by contrast, is built for scale. It’s ideal for ecommerce brands that are serious about operational efficiency and growth. From smart automation to robust warehouse tools and superior customer support, Cahoot is the better long-term investment for sellers looking to streamline operations across multiple platforms.
If you’re running a high-volume ecommerce business that ships across multiple sales channels, handles inventory in multiple locations, or simply wants to reduce costs and errors at scale, Cahoot is the clear winner.
Don’t settle for free if it slows your business down.
Choose smarter. Explore how Cahoot can simplify your shipping and scale with your brand.
Frequently Asked Questions
Is Veeqo really free, and what’s the catch?
Yes, Veeqo is technically free, but many sellers report that key features like bulk shipping, inventory management, and reporting are limited. You may still need your own carrier accounts, and support can be slow.
How does Cahoot’s shipping software help reduce shipping costs?
Cahoot gives sellers access to discounted rates across major carriers like UPS, FedEx, and USPS, with no Veeqo credits or software bugs required. Plus, bulk shipping tools and data-driven insights help optimize your entire shipping process.
Can I use Cahoot if I sell on Amazon and other ecommerce channels?
Absolutely. Cahoot supports multiple sales channels, including Amazon, Walmart, eBay, and Shopify, while keeping inventory levels synced across all platforms. Unlike Veeqo’s integration, Cahoot’s system is fast, clean, and flexible.
What makes Cahoot better for inventory management than Veeqo?
Cahoot simplifies multi-channel inventory with real-time stock tracking, automated syncing, and alerts to prevent overselling. Veeqo users often struggle with managing inventory across platforms due to sync lags and poor data visibility.
Why do sellers leave Veeqo for Cahoot?
Many sellers switch when they realize Veeqo’s free model comes with trade-offs: limited support, Amazon ownership, clunky UI, and frustrating data export issues. Cahoot offers a full-featured, seller-first solution that saves time and drives smarter decisions.
Turn Returns Into New Revenue
Peer-to-Peer Returns Platform: How It Benefits Emerging DTC Brands
Returns are the terrible, horrible, no good, very bad part of running an ecommerce business. Not just for shoppers (waiting around for a refund) but for emerging ecommerce brands, especially DTC operations. Every return cuts into profit, eats up time, and piles up inventory no one wants to touch. But here’s the twist: what if returns didn’t go back to the warehouse at all? What if they went directly to a new buyer instead? That’s the magic behind the peer-to-peer returns platform. This model introduces key advantages for DTC brands, such as reducing costs, minimizing waste, and improving customer satisfaction.
Cahoot, known for shaking up ecommerce logistics, is leading the charge with this innovative approach in the peer-to-peer returns space. And no, it’s not a borrowing scheme like peer-to-peer lending or a financial product like personal loans. But it does borrow some DNA from those systems, distributed networks, smart matching, and skipping the middleman. Online platforms in the peer-to-peer space facilitate these direct connections, much like how they connect borrowers and lenders in financial contexts, streamlining the process for all parties involved. Think of it as the social lending of ecommerce returns, where the system connects returners directly with new buyers, just as peer-to-peer platforms connect borrowers directly with lenders.
The Real Pain of Traditional Returns
Traditional returns work like this: a customer changes their mind, prints a label, ships the item back to you, and then you have to receive, inspect, restock, maybe repackage, and eventually resell it, often at a steep discount. Add in return shipping costs, warehouse labor, customer service tickets, and even potential late fees for delayed processing, and it’s a recipe for negative ROI.
For a small ecommerce business or a founder running lean, this isn’t sustainable. Shipping every return back to your warehouse is like using a bank account with constant fees and zero interest. It drains your cash flow. You could compare it to funding loans with higher risk and low return, much like the challenges faced with traditional loans when penalties and late fees add up. Frankly, it’s a bad deal.
Enter Peer-to-Peer Returns
Instead of sending the returned item to your fulfillment center, Cahoot’s peer-to-peer returns platform lets the original customer ship it directly to a new buyer. Here’s how it plays out:
1. A customer initiates a return.
2. The platform asks them to upload photos, confirm the condition, and hold the item for a few days.
3. AI kicks in, verifying the item’s resale quality, analyzing the returner’s history, and scanning for fraud (risk management). The platform’s technology enables streamlined processes, making the entire experience faster and more user-friendly.
4. Meanwhile, the item is automatically relisted on your store as open-box in real-time, discounted slightly, but still your branded product. The relisting and resale process is transparent and clear, much like how peer-to-peer lending platforms provide comparable loan terms, so both buyers and sellers know exactly what to expect.
5. When a new customer buys it, the returner gets a label to ship it out directly.
6. They’re refunded once tracking confirms it’s on the way or received. In terms of risk management, the risk of a single failed return transaction can be compared to a single default event in lending, highlighting the importance of robust verification and diversification strategies.
Now, instead of a refund eating your margins, you’re reselling the item at 85–95% of retail, skipping warehouse handling and double shipping. It’s fast. It’s efficient. And yes, it saves money.
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I'm Interested in Saving Time and MoneyWhy This Works (Especially for Small Businesses)
This isn’t just a fun gimmick. Cahoot’s peer model addresses real ecommerce challenges:
- Shipping Costs: You skip the return leg to the warehouse.
- Inventory Management: The item never clogs up your system.
- Speed: New customers get the item faster. Returners get refunded sooner.
- Customer Satisfaction: Everyone feels good helping the planet and their wallet.
For small businesses, this model is similar to how small business loans and business loans provide alternative financing options to cover major expenses, supporting growth and development when traditional funding is limited.
It’s like a micro version of peer lending. Instead of funding loans with capital, you’re moving product through customer participation. Instead of worrying about borrower defaults, you’re focused on buyer satisfaction and ensuring compliance through verified transactions. The platform also helps brands achieve their financial goals by offering accessible and flexible solutions. Other benefits of the peer-to-peer returns model include improved business insights, better payment terms, and fostering a supportive community for both buyers and sellers.
The Financial Angle
Okay, let’s talk money. The traditional return process? It’s basically like investing in traditional savings accounts, low return, high friction. With peer-to-peer returns, you’re now in the world of alternative investments. You’re getting more value, faster turnover, and lower risk.
Just as peer-to-peer (P2P lending) platforms allow individual and institutional investors to invest in loans, with returns shaped by interest rates and regular interest payments, our model lets you realize value more efficiently. On lending platforms and lending sites, loan offers are determined by factors like minimum credit score, good credit, and the borrower’s profile, much like how our platform assesses transaction eligibility and risk.
Your effective recovery rate improves. That espresso machine that used to cost you $50 to restock and repackage? Now it’s resold in 72 hours at 90% retail with no warehouse touch. That’s the kind of turnaround most lending sites or lending platforms would kill for.
Built-In Risk Management
Cahoot doesn’t wing it. Our P2P returns platform is built with risk tolerance settings, fraud detection layers, and condition verification, all using AI. That means you’re not just trusting your customers blindly. These tools empower brands to make informed decisions about approving returns and managing risk.
It’s like when institutional investors assess borrower defaults, they don’t rely on vibes. They crunch data, assess credit risk, and build safeguards. Cahoot’s doing the same for your returns: historical data, photo analysis, shipping trends, and user history all factor into who gets approved for peer-to-peer returns.
Customer Experience
Customers like this model. It’s interactive. It feels more personal. They get to feel like part of a sustainability loop. It’s like when borrowers connect with individual lenders on lending platforms, there’s emotional value. A product gets rehomed instead of returned to some faceless warehouse.
Returners are rewarded with small credits or perks for participating. Buyers get a deal. You recover more revenue. And the planet breathes a little easier. That’s what we call attractive returns.
Wrapping It Up
Peer-to-peer returns aren’t just a clever workaround; they’re a full-on rethinking of ecommerce reverse logistics. For small business owners, they offer a practical way to save money, improve customer satisfaction, and align with sustainability goals. For larger brands, they unlock serious cost savings and scalability.
So, whether you’re selling sneakers, smart home gear, or skincare, if returns are eating your margins, it might be time to make a move.
Because unlike traditional financial institutions, this isn’t built on bureaucracy. It’s built on agility, innovation, and a willingness to rethink the rules. Sound familiar?
That’s ecommerce done smarter.
Frequently Asked Questions
What is a peer-to-peer returns platform, and how does it work?
A peer-to-peer returns platform connects the original buyer of a product with a new customer who wants to purchase it, avoiding the need to ship the item back to the brand’s warehouse. Instead of returning it to a traditional logistics hub, the returner ships the item directly to the next buyer. This innovative approach reduces return costs, speeds up resale, and supports sustainability goals for small businesses.
How is a peer-to-peer returns model different from traditional returns?
Traditional returns involve sending the product back to a brand or warehouse, where it’s inspected, restocked, and resold. A peer-to-peer system skips that step. The original buyer holds the item temporarily while the platform finds a new buyer. Once sold, the item ships directly to the new customer, eliminating an entire shipping leg and creating a more efficient, cost-saving process similar to how peer-to-peer lending eliminates middlemen in finance.
Are peer-to-peer returns safe for ecommerce businesses and customers?
Yes. Platforms like Cahoot use advanced fraud detection, data analytics, and AI verification to ensure the returned item matches quality standards before resale. Buyers can review photos, condition grades, and return policies. Just like in peer lending, where borrower defaults are managed through credit checks and risk scoring, P2P returns include safeguards to protect both original and new customers.
What types of ecommerce brands benefit most from peer-to-peer returns?
Virtually any ecommerce brand can benefit from peer-to-peer returns as long as the products aren’t perishable, dangerous (hazmat), or otherwise require a tighter level of control (contamination concerns). From emerging DTC brands and small businesses to large enterprises, companies offering fast-moving consumer goods see the biggest gains. Peer-to-peer returns help reduce operating costs, improve cash flow, and increase customer satisfaction, especially for businesses without access to traditional loans, large warehouses, or institutional investor backing.
How can I start using a peer-to-peer returns platform?
To get started, ecommerce sellers can partner with a platform like Cahoot that offers peer-to-peer returns as part of its fulfillment solution. The platform handles the tech, including photo-based grading, shipping logistics, and fraud prevention. It’s as simple as integrating the system, setting product eligibility rules, and letting the platform connect returns with new buyers, streamlining processes, and unlocking attractive returns on previously lost sales.
Turn Returns Into New Revenue
How AI-Powered Cahoot Returns Management Reduces Ecommerce Fraud
In this article
9 minutes
- The Real Cost of Returns Fraud
- How AI Detects Fraud in the Returns Process
- How Cahoot Uses AI to Catch Return Fraud Before It Hits Your Warehouse
- How AI Preserves Customer Trust
- Behind the Scenes: What AI Actually Looks At
- The Business Benefits
- Final Thoughts: AI Is the Future of Fraud Prevention
- Frequently Asked Questions
Fraudulent returns and refund abuse are eating into ecommerce profits like termites in a timber shack. We’re not just talking about a few bad actors. This is a systemic issue. Every time someone pulls a fast one, returning a used dress, faking a receipt, or claiming a package never arrived, ecommerce businesses bleed money. But here’s the good news: AI is finally catching up.
Businesses that implement AI-powered fraud detection tools gain a competitive advantage in the ecommerce space, reducing losses and improving operational efficiency.
This article explores how AI-powered returns management is giving merchants the upper hand, using machine learning and advanced fraud detection tools to sniff out shady behavior while keeping the experience smooth for legitimate customers. The tech is here, it’s learning fast, and it’s reshaping how we handle ecommerce returns.
The Real Cost of Returns Fraud
Returns fraud isn’t just annoying, it’s financially devastating. Think about:
- Wardrobing: Wear once, return as “new”.
- Switch fraud: Return a knockoff and keep the real thing.
- Empty box scams: Return a box with no item inside, claim it’s there.
- Refund fraud: Claim the item never arrived, even when it did.
Customers exploit return policies by making false claims about product defects or delivery issues, manipulating the system for personal gain. Fraudulent return activities also include stolen merchandise returns and targeting high-value items such as luxury goods.
All of these fall under fraudulent returns and refund fraud, and they’re on the rise. According to the National Retail Federation, ecommerce losses from return abuse now top tens of billions of dollars annually.
AI analyzes return data and return patterns to identify patterns and fraud patterns in return transactions, helping businesses detect and prevent evolving forms of return fraud.
The old methods, manual checks, strict return policies, and restocking fees, aren’t cutting it anymore. They hurt genuine customers and barely scratch the surface of sophisticated scams. That’s where AI fraud detection for ecommerce returns steps in.
How AI Detects Fraud in the Returns Process
AI-powered returns management combines machine learning algorithms, transaction data, returns data, and customer behavior to spot bad actors before they strike. AI-powered systems are designed to prevent fraud throughout the returns process. Here’s how:
1. Photo Verification & Image Recognition
AI can evaluate customer-submitted images of returned items to:
- Detect box fraud or item switching.
- Compare the product’s appearance to a verified new version.
- Identify wear, missing parts, or damage that contradicts the return reason.
This allows brands to detect fraudulent activity before it’s even shipped back.
2. Pattern & Anomaly Detection
Machine learning excels at spotting unusual patterns in behavior:
- Return frequency: Has the customer returned too many high-value items?
- Geolocation: Is the return request coming from a region known for return scams?
- Purchase timing: Did they buy during a sale and return right after peak season?
These patterns raise fraud risks and trigger review or denial workflows.
3. Cross-Platform and Channel Monitoring
AI systems can check across multiple returns and ecommerce channels, identifying if a return was initiated:
- For the same item on multiple platforms.
- Using fake receipts.
- From a buyer who already claimed store credit somewhere else.
AI can also monitor for account takeover attempts by detecting unusual account activities, such as frequent address changes, excessive returns, or high-value purchases. When suspicious account activity is detected, AI can recommend enabling multi-factor authentication to add an extra layer of security and prevent unauthorized access.
This multi-touch intelligence is a game-changer for fraud prevention goals.
4. NLP for Reason Analysis
Natural language processing (NLP) can analyze written return reasons and flag:
- Repeated use of vague claims like “defective”.
- Scripted language that suggests fraud rings.
It’s subtle, but over time, it sharpens fraud detection and helps businesses adapt.
5. Smart Risk Scoring
With returns management systems like Cahoot, each return is assigned a fraud risk score based on:
- Customer history
- Returns data
- Known red flags like frequent returns, high-value items, high-risk transactions, or mismatched shipping info
High-risk returns may trigger:
- Photo verification
- Manual review
- Limited refunds (e.g., store credit only)
How Cahoot Uses AI to Catch Return Fraud Before It Hits Your Warehouse
Here’s the short version: Cahoot’s AI-powered returns system sniffs out sketchy returns before they even hit your dock. No detective hats or magnifying glasses required. It’s proactive fraud prevention baked right into the returns process, built for ecommerce teams who don’t have time (or money) to waste on refund fraud and box scams.
Here’s how it plays out in real life: a customer clicks “return,” and instead of handing them a prepaid label like candy at a parade, Cahoot asks for photos. Item, packaging, maybe even the serial number. That’s when the AI kicks in, checking everything against the original order. Does the item match what was sold? Is the box suspiciously light? Are they trying to return a broken knockoff instead of the actual product? The system flags anything that smells off. No human has to squint at a blurry JPEG; AI’s doing the heavy lifting.
And if things look really fishy? Cahoot assigns a fraud risk score based on the customer’s history, return frequency, location, and transaction data. Say this person’s been sending back a lot of high-value items or triggering patterns tied to refund fraud, Cahoot might put the brakes on the refund, sending it to manual review or straight-up denying it. It’s like having a savvy fraud analyst on call, 24/7, who doesn’t need coffee breaks.
But that’s not all, it gets sharper with every return. The system learns what fraud looks like. Maybe it flags addresses linked to repeat offenders. Maybe it notices “this person always returns luxury goods two days before the return window closes.” The more it sees, the smarter it gets. Over time, it recommends policy tweaks that actually make sense, like tightening windows for excessive returns or requiring restocking fees on high-risk items.
Cahoot also checks serial numbers in real time. That means box fraud, where someone swaps the product and sends back a decoy, gets stopped cold. If the serial number doesn’t match what was sold? Game over. No refund. No restock. Just one more fake return that never made it through the door.
All of this happens quietly in the background, streamlining the returns process for good customers while catching the bad ones red-handed. That’s the beauty of machine learning in ecommerce returns: it doesn’t just react, it predicts. And when refund fraud can bleed your margins dry faster than a flash sale, that kind of protection isn’t just nice to have, it’s essential.
Cahoot’s AI isn’t trying to micromanage your returns team; it’s giving them superpowers. So your operations run leaner, your legit customers stay happy, and your profits stay where they belong. In your pocket.
How AI Preserves Customer Trust
One of the trickiest parts of returns fraud is not alienating loyal customers. Efficient returns processes powered by AI improve customer satisfaction by reducing friction and delays. A good AI doesn’t just block fraud, it enables a positive customer experience by:
- Fast-tracking legitimate customers
- Preventing false positives through layered detection
- Using customer verification sparingly and intelligently
In short, it finds the right balance between fraud prevention and a frictionless returns process.
Behind the Scenes: What AI Actually Looks At
This isn’t black magic, it’s smart automation trained on mountains of data:
- Historical data: Past behaviors of repeat offenders and loyal shoppers
- Data points: Shipping speed, order value, return time frame
- Customer data: Addresses, accounts, payment histories
- Delivery tracking: GPS drops vs. “item not received” claims
Together, these inputs help detect fraud across a spectrum, from empty box fraud to money laundering via returns.
The Business Benefits
When ecommerce companies implement AI-powered returns management, they see results fast. These benefits contribute to the long-term success of ecommerce businesses:
✔ Reduced Operational Costs
- Less need for manual review
- Faster returns management process
✔ Improved Customer Loyalty
- Quicker refunds for genuine customers
- Confidence that return policies are fair
✔ Higher Margins
- Fewer fraudulent returns and chargebacks
- More high-value items are resold instead of being written off
✔ Smarter Policy Decisions
- AI insights guide better rules
- Target return abuse without punishing everyone
It’s a full-circle win for ecommerce businesses who want to scale securely.
Final Thoughts: AI Is the Future of Fraud Prevention
Return fraud is constantly evolving. So are the tools to fight it. By leveraging AI and machine learning in the returns management space, sellers are turning what used to be a liability into a competitive edge.
With platforms like Cahoot, advanced technology no longer belongs only to the big guys. Even mid-size online stores can now fight receipt fraud, friendly fraud, and return scams with precision.
So next time someone tries to game the system with a personal gain hustle, just remember: AI sees all. And it doesn’t blink.
Frequently Asked Questions
How does AI detect fraudulent returns in ecommerce?
AI fraud detection for ecommerce returns works by analyzing returns data, customer behavior, and product images to identify suspicious patterns. It can flag issues like empty box fraud, receipt fraud, or mismatched serial numbers by comparing return requests against historical transaction data and trained machine learning algorithms.
What is the difference between return abuse and friendly fraud?
Return abuse often involves intentional schemes like wardrobing or box switching for personal gain, while friendly fraud includes tactics like claiming an item was never received to get a refund. Both forms of fraudulent activity are increasing in ecommerce returns, and AI-powered systems help detect these behaviors quickly.
Can AI-powered returns management improve customer satisfaction?
Yes. By separating legitimate customers from bad actors, AI-powered returns management allows genuine customers to experience faster processing, easier refunds, and less hassle, while fraudsters face more scrutiny. This helps maintain customer loyalty, customer trust, and a positive customer experience.
What types of ecommerce return fraud does AI help prevent?
AI helps identify and prevent a range of fraud types, including stolen merchandise returns, false claims, empty box fraud, refund fraud, and return scams. It uses data points like return frequency, image analysis, and customer history to flag high-risk transactions for further review.
Why is AI better than traditional fraud prevention methods?
Unlike manual reviews or blanket return policies that can frustrate loyal customers, AI fraud detection tools use advanced technology to spot fraud patterns in real-time. This results in lower operational costs, stronger fraud defenses, and better long-term success for ecommerce businesses.
Turn Returns Into New Revenue

















