Side-by-side comparison of AI visibility scores, market position, and capabilities
Raised $35M Series A led by a16z (Mar 2026). $52M total. AI agents auto-dispute invalid retailer deductions for CPG brands.
Glimpse is a YC-backed SaaS company that automates the recovery of invalid retailer deductions for consumer packaged goods (CPG) brands. Retailers routinely deduct payments from supplier invoices — for promotions, chargebacks, or compliance shortfalls — and a significant portion of these deductions are invalid. Glimpse's AI agents log into retailer portals, identify invalid deductions, and automatically file disputes, replacing a manual process that costs CPG brands billions of dollars annually.
Adept AI raised $415M to pioneer computer-use AI agents; its core research and agent team moved to Amazon in 2024 in a landmark talent acquisition while the company continues developing ACT-1 for enterprise automation.
Adept AI was founded in 2022 by a team of former OpenAI, DeepMind, and Google Brain researchers to build AI that can take actions on computers — navigating software interfaces, filling forms, and executing multi-step workflows in any application. Its ACT-1 model demonstrated the ability to control web browsers and desktop applications through natural language instructions, pioneering the computer-use agent paradigm that Anthropic later commercialized with Claude's computer use feature.
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