The problem
Retailers short-pay brands with invalid deductions, and finance teams lack time to chase them, so revenue gets written off
What they do
AI agents that find, dispute and recover invalid retailer deductions for CPG brands
Traction 14x YoY revenue growth; 200+ brands; $1B+ invoice volume processed
Hiring trend
- Open roles
- 8
- Ops roles
- 3
- Headcount
- ~45
Headcount ~40-50 (+120% YoY, LinkedIn); plans 35 → 110 in 2026; 8 open roles, all NYC on-site
Hiring in
- New York
Latest news
Jul 2026
Q2 client recoveries hit 3.5x Q1; Kroger, Walgreens, Ulta integrations went live ↗Funding
- Last round
- $35M
- Stage
- Series A
- Date
- Mar 2026
Led by Andreessen Horowitz
- Hiring+18 open roles on the live job board (3–9 roles = +1)
- Funding recency+1Series A · $35M, Mar 2026 (7 months ago): 6–12 months = +1
- Traction+1.5Strong growth: 14x YoY revenue growth; 200+ brands; $1B+ invoice volume processed
- Red flags0None found in the last 24 months
- Total3.51 + 1 + 1.5 − 0 = 3.5 → Tempo (3.5–4.24)
Distance (10K) is a separate read on how long the lead can last. It doesn't change the score.
Distance
10K · edge: hard to leave
Fast-growing AI-native leader with 200+ brands and an a16z round, but in a crowded deductions field behind HighRadius and legacy recovery firms, with Revya, Confido and others chasing the same buyer.
Sources: TechCrunch: Glimpse raises $35M Series A led by a16z; names rivals Revya, Confido (Mar 2026) ↗ · New Hope Network: 14x revenue growth, 200 brands, 35 → 110 hiring plan (May 2026) ↗ · HighRadius: deductions management for CPG (incumbent) ↗
Last checked Oct 25, 2026