Bugcrowd vs Tracecat

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

Bugcrowd logo

Bugcrowd

ChallengerCybersecurity

Crowdsourced Security & Bug Bounty Platform

Bugcrowd is a crowdsourced cybersecurity platform connecting organizations with 500K+ security researchers for bug bounty, pen testing, and vulnerability disclosure programs; raised $102M in 2024; acquired AI-security firm Mayhem Security in 2025.

About

Bugcrowd is a crowdsourced cybersecurity company founded in 2012 by Casey Ellis and Sarfaraz Nawaz, headquartered in San Francisco, California. The platform connects enterprises and government agencies with a global community of over 500,000 vetted security researchers — known as the Bugcrowd Crowd — who identify vulnerabilities through managed bug bounty programs, penetration testing-as-a-service, and vulnerability disclosure programs (VDPs). By combining human ingenuity with platform coordination, Bugcrowd enables continuous security testing at a scale and speed that traditional point-in-time pen tests cannot achieve.

Full profile
Tracecat logo

Tracecat

LeaderSecurity

General

SF YC W24 open-source SOAR security automation deployed by 200+ orgs (Fortune 500 + federal); $500K-$2M seed on Temporal's durable execution with 100+ integrations competing with Splunk SOAR and Tines for security incident response.

AI VisibilityBeta
Overall Score
A94
Category Rank
#96 of 1158
AI Consensus
63%
Trend
stable
Per Platform
ChatGPT
99
Perplexity
85
Gemini
92

About

Tracecat is a San Francisco-based open-source security automation platform — backed by Y Combinator (W24) with $500,000-$2 million in seed funding from Y Combinator, Pioneer.app, Pioneer Fund, and SurgePoint Capital — providing security operations, IT, and infrastructure teams with a modern, cost-effective alternative to commercial SOAR (Security Orchestration, Automation, and Response) tools for automating security alerts, incident response, and IT workflows. Deployed by 200+ organizations from Fortune 500 companies to federal agencies, Tracecat is built on Temporal's durable execution platform (used by Datadog, Netflix, and Stripe) and offers 100+ integrations, AI-assisted runbooks, case management, and lookup tables. Founded in 2024 by Chris Lo and Daryl Lim.

Full profile

Key Details

Category
Crowdsourced Security & Bug Bounty Platform
General
Tier
Challenger
Leader
Entity Type
brand
brand

Track AI Visibility in Real Time

Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.