Case Study: Refresh Gum recovers $54K in deductions and saves 2–3 days a month with Glimpse

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GUM recovers $54K and saves 2–3 days a month with Glimpse

Refresh Gum, a lean confectionery brand, faced a significant challenge managing deduction claims from its distributors. With a tiny team, its founder and an outsourced accountant were spending two to three days every month manually reconciling deductions through spreadsheets, a process that was unsustainable as the company grew to 7,000 stores. They turned to Glimpse and its AI-native deduction management service for a solution.

By implementing Glimpse's automated platform, the manual reconciliation work was completely eliminated. The solution captured and disputed invalid deductions, providing real-time visibility. This allowed the founder to reclaim 2-3 days per month and recover $54,000 in previously lost revenue. Glimpse also provided strategic insights that helped Refresh Gum optimize its promotions and improve cash flow, which is critical for the brand's survival and growth.


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