Catch a Glimpse

Our June 2026 guide shows suppliers how to dispute Walmart deductions in the APDP portal, with deduction codes, deadline tiers, and document checklists to win back revenue.

Find out how CPG brands can improve EBITDA and stop margin leakage in July 2026 by fixing the gross-to-net waterfall and recovering invalid retail deductions.

Glimpse raises $35M in Series A funding led by Andreessen Horowitz, bringing total funding to $52M. The capital will scale its AI platform that automates back-office retail operations for CPG brands — from deductions to revenue recovery.

2025 was our breakout year. We 10x'd revenue, expanded to 150+ brands, and launched AI agents that recover thousands of dollars automatically. From KeHE and UNFI to Target, Walmart, and Amazon—we're now processing $1B+ in invoices and proving that AI can reshape how consumer brands manage retail cashflow. Here's how we did it.

Kushal Negi, CTO, shares how Glimpse’s latest innovations are setting a new standard for automation and visibility in deduction and financial workflow management.

KeHE has started enforcing their 6-month dispute deadline by removing the dispute option entirely for older deductions. This means brands can no longer recover money from invalid deductions after 6 months. Every day without a systematic deduction monitoring process is another day closer to losing the ability to recover that cash.

Miss Jones Baking Co. was losing thousands to deductions too small to dispute manually, until they automated the process with Glimpse. Since onboarding, they've recovered six figures, including a single $22,943.83 Walmart win, and improved gross margin by 1.1% in one quarter.

Calyan Wax Co. was drowning in $200K of outstanding deductions, four stakeholders, and a shared Excel sheet. Their finance team was doing admin. Their sales meetings had turned into disaster-sheet reviews. In under five months with Glimpse, they recovered $90,669.88 and got their people back to the work they were hired to do.

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

Learn how this non-toxic, pet-friendly candle brand reclaimed lost revenue from distributor deductions with Glimpse.

Learn how the mood-boosting beverage company backed by Bella Hadid put their chargeback management on autopilot with Glimpse.

Discover how this buzzworthy instant ramen brand partnered with Glimpse to automate deduction management and drive bottom-line savings.