Roundup
Best deduction software & recovery options for emerging CPG brands
There's no single 'best' — the right choice depends on whether you want to work disputes yourself or hand them off, and how big your deduction pile is. Here's a candid, model-level comparison of the main options for brands in the $2M–$500M range.
OverDeduct Deduction Recovery Team · Deduction recovery specialists working with emerging & mid-market CPG brands
Last reviewed: August 4, 2026
Educational content — not legal, tax, or accounting advice. Verify deadlines and fee details against your current distributor agreement before disputing.
We build one of these options, so treat this as a point of view, not a neutral review — but the comparison below is about business model, which is verifiable, not about who wins on features. The honest summary: most emerging brands overpay by adopting a heavy platform before they've even sized the problem. Start by measuring what's recoverable for free, then pick the lightest option that gets it back.
| Option | Type | Free tool | Contingency |
|---|---|---|---|
| OverDeduct Emerging & mid-market brands that want to start free and escalate to a human on contingency | Free tool + self-serve + done-for-you | ✅ | ✅ |
| Glimpse Brands wanting to fully outsource deductions to a managed team | Managed AI recovery service | — | ✅ |
| Intercept Teams that want a subscription tool to work deductions in-house | Deduction-management SaaS | — | — |
| TrewUp Brands wanting deductions, trade spend and depletion in one system | Deductions + trade-spend platform | — | — |
| Confido Scaling brands wanting cash-app + deductions + TPM + forecasting together | Broad CPG finance platform | — | — |
Reflects each company's publicly described model. Verify current features and pricing directly before deciding.
How to choose
- Just want to know if it's worth fighting? Use a free analyzer first — no tool purchase justifies itself until you know the recoverable dollars.
- Have the time to work disputes yourself? A cheap self-serve subscription is the most economical path.
- No time, big pile? A done-for-you service on contingency gets it filed without adding headcount — and costs nothing if nothing is recovered.
- Scaling and want one finance system? A broad platform may be worth the weight — later.
See how much of your deductions you can recover
Upload a remittance from KeHE, UNFI, or any retailer and get a categorized, recoverable-dollar estimate in seconds. Free, no signup — your file never leaves your browser.
Use the free deduction recovery analyzerFrequently asked questions
What's the best deduction software for an emerging CPG brand?
It depends on whether you want to work disputes yourself or hand them off. If you want to start free and only pay when money is recovered, a tool with a free analyzer plus a contingency done-for-you rung fits emerging brands best. If you want a full finance platform and have the budget, a broader system may suit a scaling brand. The cheapest first step is always to size the recoverable amount for free before buying anything.
Do I need paid software to recover deductions?
No. You can identify disputable deductions with a free remittance analyzer and file them yourself through the distributor's portal (KeHE K-Solve, UNFI Dispute Center). Paid software or a done-for-you service saves time when the volume is high, but the first analysis should cost nothing.
What's the difference between deduction management and deduction recovery?
Deduction management is the ongoing workflow of tracking, coding and resolving deductions — usually software. Deduction recovery is the outcome: actually disputing invalid deductions and getting the cash back, which can be DIY, software-assisted, or done for you on contingency.