Dazz vs Tracecat

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

Tracecat leads in AI visibility (94 vs 65)
Dazz logo

Dazz

ChallengerCloud Security, CNAPP & Identity Security

Cloud Security Remediation

Cloud remediation platform correlating security findings across tools and automating root-cause fixes for cloud risk. Palo Alto CA; raised $110M+; Dazz ingests alerts from CSPM, SAST, and container scanners to reduce remediation backlog and MTTR for engineering and security teams.

AI VisibilityBeta
Overall Score
B65
Category Rank
#1 of 1
AI Consensus
85%
Trend
up
Per Platform
ChatGPT
64
Perplexity
65
Gemini
69

About

Dazz is a cloud security remediation platform founded in 2021 and headquartered in Palo Alto, California. The company was founded by Merav Bahat, Tomer Schwartz, and Yuval Ofir, former Microsoft Azure and Intel security executives, to solve a problem that had grown acute as organizations deployed more cloud security scanners: the remediation backlog. Modern security teams ingest findings from dozens of tools — CNAPP platforms, SAST, DAST, SCA, container scanners, and cloud posture tools — but have no unified way to deduplicate, prioritize, or route those findings to the right developers for fixing.\n\nDazz raised $110 million in funding from investors including Greylock Partners, Cyberstarts, and Microsoft's venture arm M12. Its platform connects to all major security scanning tools and the developer toolchain, then uses AI to correlate findings across tools, eliminate duplicates, trace findings to root causes in source code, and generate developer-friendly remediation tickets with context and suggested fixes. The goal is to turn a security team's finding backlog into a prioritized, actionable engineering backlog that developers can work through efficiently.\n\nThe platform's root cause analysis capability is a key differentiator: rather than sending developers individual vulnerability alerts, Dazz identifies that multiple alerts often share a single root cause — such as a misconfigured Terraform module or a vulnerable base image — and creates a single remediation task that fixes many findings at once. Dazz integrates with Jira, GitHub, GitLab, ServiceNow, and major CI/CD pipelines, and supports role-based workflows so security findings route to the appropriate developer or team based on code ownership.

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

65
Overall Score
94
#1
Category Rank
#96
85
AI Consensus
63
up
Trend
stable
64
ChatGPT
99
65
Perplexity
85
69
Gemini
92
63
Claude
99
63
Grok
98

Key Details

Category
Cloud Security Remediation
General
Tier
Challenger
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Dazz
Cloud Security Remediation

Integrations

Track AI Visibility in Real Time

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