Big box deductions,
disputed at scale.

Glimpse's AI is trained to work with big box retailers' distanct portals, codes, and dipute rules to recover what's yours.

Trusted by brands selling into big box retailers

Connections to 12+ retailers

CPG brands lose 1-5% of topline revenue in invalid deductions from retailers like Target, Sam's Club, and Walmart

Big box retailers present unique complexities

Each big box account deducts through its own portal, on its own codes, under its own dispute rules. Glimpse's AI is trained to handle all three solutions, autonomously.

Today

Different deduction codes

Big box retailers each run their own code systems. What counts as a valid deduction at one account can look completely different at the next, making it hard for finance teams to build one consistent review process .
Day 10

Confusing dispute windows

Big box dispute windows vary by account and often close faster than suppliers expect (Target's compliance chargebacks carry just a two-week exemption window). Miss the window and the deduction becomes a permanent write-off, even if the claim was invalid.
Day 45

No source of truth

Deduction data for account like Walmart, Target, and Sam's Club lives acrss separate portals, each with its own login, layout, and export format. Without a consoldiated view, it's nearly impossible to track total exposure or spot patterns across your biggest accounts.

Glimpse manages the entire deductions process end-to-end.

A one-time connection to each retailer portal and your ERP. From there, Glimpse handles all of it.

01

Retrieve

Glimpse pulls deduction documents, automatically. After you provide a login, Glimpse connects to every retailer portal and inbox. Glimpse AI agents pull the invoices, PODs, BOLs, remittance files, and records needed to support each dispute.

02

Validate

AI agents check every single deduction. AI agents check every deduction, and Glimpse's human experts check the edge cases. Invalid deductions are automatically prepped for dispute. Nothing falls through the cracks: not even the little deductions.

03

Dispute

After identifying an invalid deduction, Glimpse files disputes before the retailer windows close.

04

Recover

Your revenue returns. Your books update. And your team can focus on strategy, not paperwork. Recovered dollars are applied automatically and reflected in your ERP.

Glimpse wins money back, automatically. 

You don't have to lift a finger.

3%
Topline Revenue Lift
+15 pts
Higher dispute win rate than manual teams (87% vs 72%)
<45 days
Time to ROI

FAQ

Which big box retailers does Glimpse support?

Do you handle OTIF fines as well as chargebacks and shortages

How fast can we start recovering on Walmart?

Can Glimpse work alongside our broker or 3PL?

Will Glimpse work with our ERP and existing systems?

Hear directly from the brands we've helped

Evermark (Suave, ChapStick, Q-Tips) uncovered seven figures in invalid shortage deductions in just 24 hours with Glimpse.

Miss Jones Baking Co. recovered six figures and improved gross margin by 1.1% in one quarter without adding headcount with Glimpse.

Learn how this non-alcoholic beer brand automates deduction workflows and reclaims lost revenue with Glimpse.

Bero Operations Team
Read the story

Calculate your recovery

Annual retail volume
$10.0M
Number of retail connections
4
$0,000
Estimated cash unlocked per year
Revenue recovery lift
$0,000
Analyst hours saved
$0,000