Cotool vs Riot

Side-by-side comparison of AI visibility scores, market position, and capabilities

Riot leads in AI visibility (70 vs 18)
Cotool logo

Cotool

EmergingSecurity

Application Security

Cotool is a developer security platform that provides AI-powered code review and vulnerability detection, identifying security flaws in pull requests before they reach production. HQ: San Francisco.

AI VisibilityBeta
Overall Score
D18
Category Rank
#2 of 2
AI Consensus
56%
Trend
up
Per Platform
ChatGPT
21
Perplexity
21
Gemini
28

About

Cotool is an application security company that integrates AI-powered security analysis into the software development lifecycle, automatically reviewing pull requests and code commits for security vulnerabilities before they reach production. The platform identifies common vulnerability classes (SQL injection, XSS, authentication flaws, dependency vulnerabilities, secrets exposure) in multiple programming languages and provides developers with specific, actionable remediation guidance within their existing code review workflow.

Full profile
Riot logo

Riot

ChallengerSecurity

General

Paris cybersecurity employee risk monitoring at $10M+ ARR 2024 (triple-digit growth) serving Mistral AI, Deel, Intercom, Y Combinator;

AI VisibilityBeta
Overall Score
B70
Category Rank
#150 of 1158
AI Consensus
65%
Trend
down
Per Platform
ChatGPT
69
Perplexity
71
Gemini
78

About

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.

Full profile

AI Visibility Head-to-Head

18
Overall Score
70
#2
Category Rank
#150
56
AI Consensus
65
up
Trend
down
21
ChatGPT
69
21
Perplexity
71
28
Gemini
78
10
Claude
77
12
Grok
64

Key Details

Category
Application Security
General
Tier
Emerging
Challenger
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Cotool
Application Security

Integrations

Only Riot

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