Glimpse Raises $35M to Bring AI-Native Infrastructure to CPG and Retail ->
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Unified workflows for retail finance teams

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Deductions Management

Track, validate, and resolve deductions

Revenue Recovery

Recover missed revenue with less effort

Cash Application

Match payments faster and accurately

Trade & Sales

Manage your all trade & sales management

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Supporting Channels

Natural Channel

Track, validate, and resolve deductions

Beauty Retail

Support complex beauty retail operations

Drug & Convenience

Handle high-volume operational retail

Retailers

Improve visibility across retail relationships

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Step-by-step guides for key workflows

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Module 4 Trade & Sales

Stop Losing Margin To Disconnected Trade Workflows

Glimpse's AI agent automatically organizes trade activity, customer claims, promotions, accruals, and deductions into one structured workflow so your team can move faster and protect margin with confidence.

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Trusted by 200+ Consumer Brands
Distributor and Retailer Integrations
OPERATIONAL MODULES

Control Trade Spend Across Customers and Programs

Centralized Spend Tracking

Bring all trade spend, claims, and accruals into one place so your team can clearly see where dollars are being allocated and where leakage may be happening.

Real-Time Spend Monitoring

Track approved, pending, and disputed spend in real time so teams can stay ahead of overages and avoid surprises at period close.

AI Classification

Understand What Trade Investments Are Actually Driving Sales

Promotion-Level Insights

Measure performance across promotions, customers, and time periods to understand which trade programs are delivering results.

Sales Alignment Visibility

Connect trade spend directly to sales outcomes so finance and sales teams can make better, data-backed decisions together.

Claim & Accrual Management

Keep Claims, Accruals, and Financials in Sync

Accrual Reconciliation

Compare planned trade spend against actual claims and balances so discrepancies are caught early, not at the end of the quarter.

Claim Validation Workflows

Review, validate, and approve claims with structured data and supporting documentation already organized for faster decision-making.

Intelligent Automation

How Glimpse AI Transforms Trade & Sales

Automated Data Ingestion

AI agents continuously pull claims, promo files, customer reports, and internal records into one structured workflow without manual collection.

Smart Classification

Each trade activity item is automatically categorized by customer, spend type, promotion, status, and financial risk.

Live Spend Visibility

Open claims, approved amounts, unresolved discrepancies, and accrual balances are updated in real time so nothing gets buried.

End-to-End Reconciliation

Track trade activity from intake through review, approval, reconciliation, and reporting in one system of record.

Old Way vs AI Workflow

How Glimpse automates deductions from intake to resolution

Typical Old Way (Manual)

Log into multiple portals to find new deductions

Copy data manually from files into trackers

Review deductions one by one manually

Search for invoices and backup documents across systems

Hand off work through email and spreadsheets

Spend more time gathering than resolving

The Glimpse Way (Automated)

Syncs deduction data from all portals in real time

Extracts fields from PDFs, spreadsheets, and notices instantly

Maps retailer codes into standard deduction categories

Flags valid, invalid, and follow-up cases automatically

Links invoices and backup documents automatically

Replaces scattered trackers with one live system

Happy customers

Trusted by teams running retail at scale

“Glimpse helped us win back over $10,000 from a single chargeback — and unlocked tens of thousands more we would have otherwise written off. I’m no longer managing disputes; I just get emails telling me they’ve already won.”

Sean Quinn
Senior Director of FP&A at Evermark (parent company of Suave Brands & Chapstick).
$1M+

Trapped Revenue Unlocked

2.5%

Topline Revenue Lift

< 60 days

Time to Value

“Glimpse made recovering $30,000 effortless — we wouldn’t have seen that money without them.”

Read

Companion Candles

's story →

Loren Lewin
Founder and CEO at Companion Candles

“Glimpse brings us incredible chargeback transparency and gets dollars back in our pockets, which boosts our working capital.”

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Kin Euphorics

's story →

Melanie Rose
Senior Operations Manager at Kin Euphorics

“Glimpse’s deduction management services are a game-changer in an ecosystem where cash flow is king. If you pay for Glimpse, you’re guaranteed to see a tenfold return.”

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LN Accounting

's story →

Lahari Neelapareddy
Founder and CEO, LN Accounting

“Glimpse makes it so easy to track deductions, streamline disputes, and take back control of your trade spend. If you don’t work with them, you’re just leaving money on the table.”

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immi

's story →

Kevin Chanthasiriphvan
Co-Founder, immi

“Glimpse provides a turnkey solution to one of the biggest challenges for scaling brands. If you’re looking for an effortless way to challenge invalid deductions, you can’t find a better partner.”

Read

Pickerfresh

's story →

Allen Rush
VP of Sales and Marketing, Pickerfresh
AI-Powered Accuracy

Turn deduction chaos into a clear, structured workflow

Glimpse automatically classifies, organizes, and prioritizes deductions across retailer portals, helping your team move faster with less manual work and better decision-making.

Ready to learn more about Glimpse Agents in action?

View products

94%

Total Invoice Volume

$2.3M

Average Annual Recovery

80%

Time Saved vs. Manual processing

48hr

Average Resolution Time
Estimate your roi

See how much cash Glimpse can unlock

Why calculate your ROI?

  • Identify hidden revenue opportunities
  • Visualize potential cost savings
  • Benchmark against industry standards
$10.0M

$300,005

Estimated cash unlocked per year

Revenue recovered
$275,000
Time savings
$25,005
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Get Started with Glimpse in 30 Days

Experience a seamless onboarding process to integrate Glimpse into
your workflow and start seeing results right away.

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