Side-by-side comparison of AI visibility scores, market position, and capabilities
StackHawk is a developer-oriented DAST platform that runs dynamic application security tests in CI/CD pipelines to find exploitable vulnerabilities before deployment.
StackHawk is a dynamic application security testing platform built specifically for developer teams, designed to run DAST scans automatically within CI/CD pipelines so that exploitable vulnerabilities in running applications are caught before code reaches production rather than discovered later through manual penetration testing or bug bounty reports. Traditional DAST tools were built for security professionals running quarterly manual assessments against production systems — StackHawk repackages DAST as a developer workflow that runs on every build, finding the same class of runtime vulnerabilities that pen testers find but continuously rather than periodically. The platform tests running application instances for SQL injection, cross-site scripting, authentication flaws, API security issues, and other vulnerability classes that can only be detected by actually sending attack payloads to a live application.
Paris cybersecurity employee risk monitoring at $10M+ ARR 2024 (triple-digit growth) serving Mistral AI, Deel, Intercom, Y Combinator;
Riot is a Paris, France-based employee cybersecurity awareness and monitoring platform — backed with $45 million in total funding including a $30 million Series B in February 2025 led by Left Lane Capital at a $170 million+ post-money valuation with Y Combinator, Base10, and FundersClub — providing 1,500+ organizations including Mistral AI, Y Combinator, Modern Treasury, Deel, Intercom, L'Occitane, and Le Monde with real-time employee cybersecurity vulnerability detection and AI-powered awareness coaching through Albert, Riot's AI cyber coach. Surpassing $10 million in annual revenue in 2024 with triple-digit year-over-year growth, Riot detects employee-level security risks (weak passwords, unsafe file permissions, phishing susceptibility) and guides employees through interactive remediation coaching without requiring IT security team manual intervention.
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