When a CPG brand's deduction volume gets painful enough, someone goes looking for software. The search usually surfaces names like Vividly, Promomash, Confido, Glimpse, and CPGvision — but these tools don't all solve the same problem. Some are trade promotion planning platforms. Some are deduction recovery services. Some handle the back-end accounting workflow. Lumping them together leads to expensive mistakes.
This guide breaks down what each tool actually does, what the real cost looks like, and — most importantly — how to identify whether you have a planning problem or an accounting problem. The answer determines which category of software you need first.
Two different problems, two different tool categories
Before comparing platforms, it helps to be clear about what these tools are for, because "trade promotion software" gets used as a catch-all for things that don't overlap much.
TPM platforms (Vividly, Promomash, CPGvision) are primarily planning and forecasting tools. They help you model promotional ROI before you run a deal, track promotional spend against a budget, and reconcile what distributors claimed against what you authorized. The output is better visibility into whether your trade dollars are working.
Cash application and deduction coding tools (RemitParse) handle the back-end accounting after a payment lands: parsing the remittance PDF, coding each deduction line, matching invoices, and posting the payment to QuickBooks. The output is a clean accounts receivable in your accounting system.
All-in-one platforms (Confido) attempt to cover both categories — cash application, deduction management, dispute workflows, and trade promotion planning — in a single system. These are typically priced and scoped for larger teams.
Deduction recovery services (Glimpse) are a fourth category — they audit deductions, identify invalid chargebacks, file and track disputes autonomously, and apply recovered cash back to your accounting system, operating primarily on a monthly SaaS fee plus a commission on disputes won.
These aren't competing solutions to the same problem. Most brands that eventually need a full TPM suite will also need clean deduction data flowing into their accounting system — and the latter is usually the more urgent bottleneck for a lean team.
The mid-market TPM landscape
For brands that have outgrown spreadsheets but aren't enterprise-scale, a handful of platforms dominate the conversation.
Vividly
Vividly positions itself as the modern alternative to legacy TPM systems. Its core strength is full-cycle planning — building promotional calendars, forecasting baseline and lift, and tracking actuals against plan. It connects to broker systems and handles complex multi-retailer structures. Setup ranges from weeks for simpler configurations to several months for full ERP integration. Pricing is custom-quoted on an annual contract basis, with third-party sources indicating starting prices around $1,500/month. It's a serious tool for a brand with a dedicated trade team.
Promomash
Promomash combines TPM with field marketing — sampling events, demo tracking, and broker management alongside promotion planning. It's well-suited to brands with significant field activation alongside their retail trade spend. Their own pricing page notes onboarding can take "just a few weeks, or months — it all depends on how quickly your team can provide the data required." Subscriptions are month-to-month, starting around $349/month and scaling with size and modules. Deduction management is offered as a managed service add-on, where their team handles coding and disputes on your behalf.
Glimpse
Glimpse is a deduction recovery and cash application platform, not a planning tool. Its AI agents autonomously log into retailer and distributor portals, retrieve backup documentation, classify deductions, validate them against internal data, file disputes for invalid ones, and sync recovered cash back to a brand's ERP — including QuickBooks Online and NetSuite. Pricing combines a monthly SaaS fee with a commission on successfully recovered disputes. Recently backed by Andreessen Horowitz with $35M, Glimpse is expanding beyond UNFI and KeHE into Walmart and Amazon. It's best suited to brands with meaningful invalid deduction volume who want a hands-off, autonomous recovery service rather than a DIY coding tool.
Confido
Confido is a full-stack CPG financial operations platform — it covers cash application, deduction management, dispute workflows, trade promotion planning, and sales forecasting in one system. It started as a cash application tool and has expanded into a complete TPM suite, making it one of the few platforms that genuinely spans both categories. It integrates with QuickBooks, NetSuite, and major distributor portals, and is VC-backed with over $20M raised. Confido targets brands in roughly the $10M–$250M revenue range, with custom enterprise pricing. For brands specifically on QuickBooks Online who need remittance parsing and direct QBO payment posting at a lower price point, RemitParse covers that core accounting workflow without the broader platform overhead.
CPGvision
CPGvision runs on Salesforce, which means it inherits that platform's power and complexity in equal measure. It's built for organizations that are already in the Salesforce ecosystem. Implementation timelines depend on complexity: their Gold tier targets go-live in 5–10 weeks, Platinum in 10–20 weeks, with custom setups running longer. Pricing is enterprise custom-quoted. It's a strong fit for mid-to-large brands that want TPM fully integrated within their existing Salesforce infrastructure.
The real cost of a mid-market TPM implementation
The subscription fee is the visible cost. The less visible costs are what usually catch brands off guard.
Implementation fees range from $20,000 to $100,000+ depending on the platform and the complexity of your ERP setup. This is separate from the subscription.
Consultant time — bridging the gap between a TPM and your existing accounting system frequently requires outside help during the first year. At $195–$250/hour, this adds up quickly.
Internal lift is the hardest to budget for. A full-cycle TPM requires active participation from three teams simultaneously: Sales (entering deal details), Trade (reviewing forecast accuracy), and Finance (reconciling deductions against the promotional plan). For a 10-person brand where those three functions are partially the same two people, this is a real constraint.
The implementation trap: Many brands sign an annual TPM contract expecting immediate relief, then spend six months in onboarding still processing deductions manually — while paying for software they can't yet use. The tool is only as good as the team capacity available to feed it.
Platform comparison
| Platform | Core focus | Setup time | Direct QBO posting | Pricing model |
|---|---|---|---|---|
| RemitParse | Deduction coding & cash application | Minutes | Included (Growth/Pro) | Flat monthly ($29+) |
| Glimpse | Deduction recovery & cash application | Days to weeks | Yes (included) | SaaS fee + % of recovery |
| Confido | Cash application + full TPM suite | Days to weeks | Yes (QBO & NetSuite) | Custom (enterprise) |
| Promomash | TPM + field marketing | Weeks to months | Via managed service | Month-to-month ($349+) |
| Vividly | Full-cycle TPM & planning | Weeks to months | ERP write-back | Annual contract (~$1,500+/mo) |
| CPGvision | TPM/TPO on Salesforce | 5–20 weeks | Salesforce native | Annual contract (enterprise) |
When you're ready for a full TPM platform
A full TPM suite earns its complexity when you have the organizational structure to use it. Rough signals that you're there:
- You have a dedicated trade analyst or trade finance role — someone whose primary job is managing promotional spend, not also doing everything else
- You're running enough promotional volume that ROI modeling and pre-authorization workflows would materially change your decisions
- Your deduction data is already clean — you know what's hitting your AR and why, and you want to model that against plan
- You have budget for an implementation and the internal bandwidth to run an onboarding process alongside normal operations
If most of those aren't true yet, a full TPM system may create more overhead than it removes — at least for now.
When the bottleneck is actually accounting, not planning
For many brands in the $5M–$50M range, the most acute pain isn't "I don't know my promotional ROI" — it's "I don't know which invoices are actually open because I'm three weeks behind on coding UNFI deductions."
That's an accounting workflow problem, not a planning problem. The fix is getting deductions coded and payments applied to QuickBooks correctly and consistently — so AR is clean, open invoices are accurate, and month-end close doesn't require reconstruction.
This is what RemitParse addresses: parsing remittance PDFs from distributors like UNFI, KeHE, and Kroger, coding each deduction line, and posting the payment directly to QuickBooks Online. The full cash application workflow — credit memo, repayment invoices, payment application — happens in one step rather than 2–4 hours of manual QBO entry per remittance.
Data hygiene first: TPM platforms rely on clean historical deduction data to model ROI and flag anomalies. If your deduction data is inconsistently coded across a year of spreadsheets, the "garbage in, garbage out" problem limits what any planning tool can tell you. Systematizing coding now builds the dataset a TPM will need later.
The two-stage view
There's a useful way to think about this as two sequential priorities rather than competing choices.
Stage 1 — Systemize. Get the week-to-week accounting under control. Deductions coded consistently. Payments applied correctly. QuickBooks reflecting reality. A team that isn't spending Friday afternoon manually building credit memos. This is the foundation.
Stage 2 — Optimize. Once Stage 1 is stable and you have a clean historical record, the ROI modeling and predictive planning of a full TPM platform becomes genuinely useful — and you have the data to feed it.
Many brands try to skip Stage 1 and go straight to Stage 2. The result is usually a TPM implementation built on inconsistent data, requiring a lot of manual cleanup alongside the onboarding work.
How RemitParse fits into this
RemitParse is built for Stage 1. It's not a TPM — it doesn't plan promotions, model ROI, or forecast baselines. What it does is handle the accounting workflow that currently sits between your distributors and your QuickBooks: parsing the remittance, coding deductions by type, matching open invoices, and posting a clean payment.
For brands already using Glimpse for deduction recovery: the workflows are largely complementary. Glimpse's autonomous agents handle invalid deduction disputes and recovery; RemitParse handles getting the valid, accepted deductions coded and posted into QuickBooks correctly so your AR stays current while disputes are in flight.
For brands evaluating Confido: it's a broader platform than RemitParse — it covers cash application, disputes, trade promotion planning, and forecasting in one system, with enterprise pricing to match. If your stack is QuickBooks Online and your immediate bottleneck is getting distributor remittances parsed and payments applied correctly, RemitParse covers that workflow directly at a fraction of the cost. If you need the full suite — TPM planning, dispute management, and ERP integration across multiple systems — Confido is worth evaluating.
For brands evaluating Vividly or Promomash: those tools are likely the right destination. The question is what you need in the meantime — during the months before implementation is complete — and whether the accounting bottleneck needs to be solved independently of the planning problem.
Summary
| Situation | What to prioritize |
|---|---|
| Deductions are piling up, QBO is behind, AR is unclear | Cash application tool now |
| You need QBO-native remittance parsing at flat-rate pricing | RemitParse |
| You need cash application + disputes + ERP integrations at scale | Confido |
| You have invalid chargebacks you want to dispute at scale | Deduction recovery (Glimpse) |
| You have a trade analyst and want to model promotional ROI | TPM platform (Vividly, Promomash) |
| You're in the Salesforce ecosystem at scale | CPGvision or similar |
| You need everything from day 1, mid-implementation | Stage 1 first, TPM after |
Related guides
- Confido vs. RemitParse — a detailed comparison of two cash application approaches for CPG brands
- Is Vividly Worth It for Your CPG Brand? — how to know if you're at the stage where a full TPM platform pays off
- UNFI Cash Application with RemitParse — Full Walkthrough
- How to Process UNFI Remittance Advice in QuickBooks
- KeHE Deductions Explained
- Kroger Remittance Reconciliation
- The CPG Deduction Translation Guide
- UNFI Deduction Codes Explained
Start with Stage 1
Upload a remittance PDF, match your open invoices, and post the payment to QuickBooks — no implementation, no annual contract, no consultant required.
Start Free Trial →