Hey everyone,
Welcome back for another bite to chew on.
Here is something that does not get nearly enough attention.
If you sell through retail — Target, Walmart, CVS, Ulta, any major retailer — there is a good chance you are losing money you do not even know about. Not from slow sell-through or bad placement. From deductions.
Chargebacks. Shortages. Compliance fines. Unpaid invoices. Retailers take money back from brands constantly, and a surprising percentage of those deductions are flat-out invalid.
Most brands just eat the cost. The process of disputing is painful, the portals are a nightmare, and nobody has time to chase $800 chargebacks when they are trying to hit quarterly revenue targets.
But here is the thing. Those $800 chargebacks add up. Fast. Some brands we have talked to are losing six figures a year to deductions they never even reviewed.
The smartest operators in wholesale are not ignoring this anymore. They are treating deduction recovery as a margin lever — and the results are eye-opening.
Let's get into it.
On the Menu:
The Anatomy of Retail Deductions
Why This Problem Is Getting Worse
The Recovery Playbook
Stop Leaving Money on the Table
This is one of those problems that is hiding in plain sight.
We connected with Maysam, who spent years running retail operations at Hims & Hers. He saw the deduction problem firsthand at scale — the volume of invalid chargebacks, the compliance fines that did not match actual violations, the shortages that were clearly retailer errors. And the pattern was always the same: the brand ate the cost because disputing was too painful.
After leaving Hims & Hers, he built RetailPath to solve this. The platform automatically audits every deduction across your retail partners, identifies the invalid ones, and disputes them systematically.
The numbers are hard to ignore:
Ritual recovered $120k+ in Target deductions and unpaid invoices — in less than 90 days from onboarding
Barebells (protein bars) recovered $150k+ in invalid deductions
That is real money that was sitting on the table. Not incremental revenue from a new channel or a better ad. Money that was already earned and then taken back incorrectly.
The reason this works is that most deductions have dispute windows. If you catch them in time and submit proper documentation, retailers will reverse them. The problem is that most brands do not have the systems or the bandwidth to catch them at all.
If you sell through wholesale and you are not actively auditing your deductions, it is worth a conversation.
The Anatomy of Retail Deductions
If you have only sold DTC, this might be new territory. If you are already in retail, you know exactly how frustrating this is.
1. What deductions actually are
When you ship product to a retailer, you invoice them. Simple enough. But retailers regularly deduct money from those invoices before paying — or after paying, by clawing back from future payments.
These deductions fall into a few categories:
Chargebacks: Penalties for shipping errors, labeling issues, ASN (advance ship notice) problems, or late deliveries. Some are legitimate. Many are not.
Shortages: The retailer claims they received fewer units than you shipped. Sometimes they are right. Often they are not, and the discrepancy is a warehouse receiving error on their end.
Compliance fines: Retailers have extensive vendor compliance guides. Miss a label placement by a quarter inch? Fine. Ship a pallet that is half an inch too tall? Fine. Use the wrong carton type? Fine. These fines can be hundreds or thousands of dollars per violation.
Unpaid invoices: Sometimes retailers just do not pay. The invoice gets lost in their system, the PO does not match, or there is a pricing discrepancy. The brand follows up once or twice, then gives up.
2. How retailers systematically issue deductions
This is not random. Large retailers have entire departments dedicated to vendor compliance and deduction management. Their systems are built to flag issues and deduct automatically.
Target, Walmart, CVS, Kroger — they all have vendor portals where deductions show up. The problem is that each portal is different, the data formats are different, and the dispute processes are different. Managing deductions across multiple retailers is a full-time job that most brands do not staff for.
3. Why most brands just eat the cost
Three reasons:
Complexity. Disputing a deduction means logging into the retailer portal, pulling the right documentation, cross-referencing your shipping records, filling out the dispute form correctly, and submitting before the deadline. For every single deduction.
Volume. A brand selling through 5-10 retailers might have hundreds of deductions per quarter. Each one requires individual review.
Perceived ROI. When individual deductions are $200-$2,000, it feels like it is not worth the time. But aggregate those across a year and you are looking at tens or hundreds of thousands of dollars.
The brands that recover this money are not doing it manually. They have systems.
Why This Problem Is Getting Worse
The deduction problem is not shrinking. It is growing, and there are structural reasons for that.
1. Growth in wholesale means more deductions
Every new retail partnership means a new set of compliance requirements, a new portal to manage, and a new stream of potential deductions.
Brands that are expanding from DTC into wholesale — or from a few retailers to many — see their deduction volume spike. The operational complexity scales faster than most teams expect.
2. Retailer compliance requirements are getting stricter
Retailers are investing heavily in supply chain efficiency. That means tighter vendor requirements, more automated compliance checks, and less tolerance for errors.
The bar keeps rising. What was acceptable two years ago might generate a fine today. And these requirements change — sometimes without clear communication to vendors.
3. Most brands do not have dedicated deduction teams
Enterprise CPG companies like Procter & Gamble or Unilever have entire departments that manage retail deductions. They recover millions annually because they staff for it.
Mid-market and emerging brands do not have that luxury. They might have one person in finance who reviews deductions when they have time, which is rarely. The result is that a huge percentage of disputable deductions go unchallenged.
4. The math adds up fast
Industry estimates suggest that 1-3% of wholesale revenue is lost to invalid deductions. For a brand doing $10M in wholesale, that is $100K-$300K per year.
At $50M in wholesale, you could be looking at $500K-$1.5M. That is not a rounding error. That is a meaningful hit to margins.
And because recovered deductions go straight to the bottom line — there is no COGS, no ad spend, no fulfillment cost — the margin impact is outsized compared to generating the same amount in new revenue.
The Recovery Playbook
The good news is that this is a solvable problem. Brands that treat deduction management as a discipline rather than an afterthought see real results.
1. Audit every deduction, not just the big ones
The instinct is to only dispute large deductions. But invalid deductions cluster. If a retailer is issuing bad chargebacks on one SKU, they are probably doing it on others.
Smart brands review every deduction systematically. They look for patterns — which retailers, which categories, which time periods — and dispute in batches rather than one-off.
2. Dispute invalid ones systematically
The key word is systematically. Ad hoc disputes are inefficient and easy to drop. A structured process — with deadlines tracked, documentation pre-staged, and submissions batched — turns deduction recovery from a chore into a revenue operation.
This is where automation matters. Manually reviewing hundreds of deductions per quarter is not sustainable. Tools that can ingest deduction data, flag likely invalid ones, and auto-generate dispute packages make the economics work even for smaller brands.
3. Speed matters — dispute windows close
Most retailers give vendors 30-90 days to dispute a deduction. Miss the window and the money is gone, no matter how clearly invalid the deduction was.
This is why passive approaches fail. If your deduction review happens quarterly, you have already lost the oldest deductions before you even look at them.
The brands that recover the most money are reviewing deductions weekly — or better yet, have automated systems that flag new deductions in real time.
4. The ROI case is straightforward
Recovered deductions are pure margin. There is no cost of goods. No customer acquisition cost. No fulfillment expense. Every dollar recovered drops straight to the bottom line.
Compare that to generating an incremental dollar of DTC revenue, which might cost $0.30-$0.50 in ad spend plus COGS and fulfillment. Deduction recovery is one of the highest-ROI activities a wholesale brand can invest in.
If you are selling through retail and not actively managing your deductions, it is worth seeing what you might be leaving on the table.
Sum It Up
Retail deductions are one of the biggest hidden margin killers for CPG brands. The money is already earned — retailers are just taking it back, often incorrectly. The brands that recover it treat this as a system, not an afterthought.
The problem is bigger than most brands realize: 1-3% of wholesale revenue lost to invalid deductions adds up to six or seven figures annually at scale.
Complexity is why it persists: Multiple retailer portals, different dispute processes, tight deadlines, and high volume make manual management nearly impossible.
Recovery is pure margin: Every dollar recovered goes straight to the bottom line — no COGS, no ad spend, no fulfillment cost. It is the highest-ROI revenue you can unlock.
Speed and automation are the unlock: Dispute windows close in 30-90 days. Brands that audit and dispute systematically — or automate the process entirely — recover significantly more than those reviewing quarterly.
If you sell through wholesale and you are not actively auditing your deductions, you are almost certainly leaving money on the table. It is worth 30 minutes to find out how much.
Let us know how we did...
All the best,
Ron & Ash