Cobalt.io vs Tracecat

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

Tracecat leads in AI visibility (94 vs 35)
Cobalt.io logo

Cobalt.io

GrowthSecurity

Pentest as a Service

Pentest as a service platform connecting enterprises with vetted researchers for on-demand, time-boxed security tests delivering results in days. Eliminates multi-month fixed-scope engagements;

AI VisibilityBeta
Overall Score
D35
Category Rank
#1 of 1
AI Consensus
69%
Trend
up
Per Platform
ChatGPT
34
Perplexity
32
Gemini
28

About

Cobalt.io is a pentest as a service platform that replaces the traditional engagement model for penetration testing — multi-month sales cycles, fixed-scope contracts, and point-in-time PDF reports — with an on-demand platform that connects companies with a curated network of vetted security researchers to run targeted, time-boxed pentests that deliver results in days rather than weeks. The platform's core innovation is the application of talent marketplace mechanics to security testing: companies define their test scope and objectives through the Cobalt platform, and vetted pentesters with relevant expertise are matched to the engagement, perform testing, and submit findings through a structured findings interface that delivers actionable vulnerability data in real time rather than in a post-engagement report delivered weeks after testing completes.

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

AI Visibility Head-to-Head

35
Overall Score
94
#1
Category Rank
#96
69
AI Consensus
63
up
Trend
stable
34
ChatGPT
99
32
Perplexity
85
28
Gemini
92
42
Claude
99
32
Grok
98

Key Details

Category
Pentest as a Service
General
Tier
Growth
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Cobalt.io
Pentest as a Service

Integrations

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