Apiiro vs Riot

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

Riot leads in AI visibility (70 vs 19)
Apiiro logo

Apiiro

GrowthSecurity

Code Risk Platform

Apiiro is a code risk platform that maps the application attack surface from design to runtime, prioritizing security risks based on reachability and business impact.

AI VisibilityBeta
Overall Score
D19
Category Rank
#1 of 1
AI Consensus
70%
Trend
up
Per Platform
ChatGPT
23
Perplexity
24
Gemini
17

About

Apiiro is a code risk platform that builds a deep understanding of the application architecture — APIs, authentication flows, data models, third-party dependencies, and infrastructure configuration — by analyzing the codebase and correlating that structural knowledge with security findings to prioritize risk based on reachability and business impact rather than vulnerability severity scores alone. The platform's approach to risk prioritization addresses a core frustration in application security: raw vulnerability counts from scanners are dominated by findings that are technically valid but not practically exploitable in the specific application context, causing engineers to waste remediation cycles on low-risk findings while genuinely dangerous issues are buried in the queue. Apiiro's risk engine uses its application model to distinguish findings that are reachable from the internet, handle sensitive data, or sit in the critical path of authentication from those that do not.

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

19
Overall Score
70
#1
Category Rank
#150
70
AI Consensus
65
up
Trend
down
23
ChatGPT
69
24
Perplexity
71
17
Gemini
78
13
Claude
77
15
Grok
64

Key Details

Category
Code Risk Platform
General
Tier
Growth
Challenger
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Apiiro
Code Risk Platform

Integrations

Only Riot

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