Side-by-side comparison of AI visibility scores, market position, and capabilities
Fingerprint is a device intelligence platform providing highly accurate visitor identification and fraud signals for account security and fraud prevention.
Fingerprint is a device intelligence platform that generates highly accurate and stable visitor identifiers by combining browser fingerprinting, hardware signals, network characteristics, and behavioral data into a persistent identifier that recognizes returning visitors — including incognito mode users, VPN users, and those who have cleared cookies — with accuracy that far exceeds cookie-based identification. The platform's core capability, VisitorID, provides web and mobile applications with a device-level identifier that persists across sessions, enabling fraud and security teams to link activity across account registrations, login attempts, and transactions to detect patterns that indicate account takeover, credential stuffing, bot attacks, and payment fraud. Fingerprint was formerly known as FingerprintJS and maintains the open-source library alongside its commercial platform.
Accounting transformation platform. $200M+ ARR (Jan 2026). $1.6B valuation. 2,600+ teams (Twilio, Zoom, Snowflake). AI Agents via FloQast Transform. Founded 2013, LA. Private.
FloQast was founded in 2013 in Los Angeles, California, by former accountants who experienced firsthand the chaos of month-end close processes at fast-growing companies. The company's mission is to transform how accounting teams operate by replacing fragmented, spreadsheet-driven workflows with a purpose-built platform that brings structure, automation, and AI-driven intelligence to the accounting function. FloQast was designed from day one for accountants by accountants, giving it deep domain credibility and workflow alignment that generic finance automation tools lack.\n\nFloQast's platform covers the full spectrum of accounting operations, from close management and reconciliation to reporting, compliance, and AI-powered agentic workflows through its FloQast Transform product line. Over 2,600 accounting teams at companies including Twilio, Zoom, and Snowflake use FloQast to manage their close process, maintain audit trails, and ensure accuracy across financial reporting cycles. The platform integrates with major ERP systems and financial data sources, serving as the operational layer that sits on top of the general ledger to coordinate the human and automated tasks required to close books accurately and on time. FloQast Transform extends this foundation with AI agents that can autonomously handle reconciliation, variance analysis, and other high-volume accounting tasks.\n\nFloQast surpassed $200 million in annual recurring revenue in January 2026, a milestone that cements its position as one of the most successful vertical SaaS companies in the accounting technology space. The company carries a $1.6 billion valuation and remains privately held, continuing to invest in product expansion and enterprise market penetration. With AI agents increasingly capable of handling core accounting workflows, FloQast is positioned to lead the broader transformation of the CFO technology stack.
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