XBOW vs OpsLevel

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

XBOW leads in AI visibility (49 vs 24)
XBOW logo

XBOW

ChallengerCybersecurity

Autonomous Offensive Security

Autonomous pentesting unicorn; raised $120M Series C at $1B+ (Mar 2026); founded by GitHub Copilot creator Oege de Moor; replaces manual red-team engagements with continuous AI testing.

AI VisibilityBeta
Overall Score
C49
Category Rank
#1 of 1
AI Consensus
67%
Trend
up
Per Platform
ChatGPT
41
Perplexity
54
Gemini
47

About

XBOW is a Seattle-based autonomous offensive security company that turns penetration testing into a machine-scale security system. Founded in January 2024 by Oege de Moor, creator of GitHub Copilot and GitHub Advanced Security, XBOW builds AI agents that autonomously execute targeted attacks, exploring deeper attack paths than traditional pentesting teams can cover.

Full profile
OpsLevel logo

OpsLevel

EmergingDeveloper Tools

Developer Portal

OpsLevel is a developer portal and service catalog for tracking service ownership, maturity scorecards, and production readiness across microservices.

AI VisibilityBeta
Overall Score
D24
Category Rank
#1 of 1
AI Consensus
67%
Trend
up
Per Platform
ChatGPT
22
Perplexity
18
Gemini
26

About

OpsLevel is a developer portal platform that gives engineering organizations visibility into the services they operate, who owns them, and how mature they are relative to internal engineering standards. At its core, OpsLevel maintains a service catalog that maps every microservice, repository, and infrastructure component to a team owner, populating metadata automatically from integrations with GitHub, GitLab, PagerDuty, Datadog, and cloud providers. This catalog becomes the authoritative source of truth for answering questions like who to contact about a service, what tier of reliability it requires, and what dependencies it has — questions that are often unanswerable at engineering organizations that have grown past the point where everyone knows everything.

Full profile

AI Visibility Head-to-Head

49
Overall Score
24
#1
Category Rank
#1
67
AI Consensus
67
up
Trend
up
41
ChatGPT
22
54
Perplexity
18
47
Gemini
26
50
Claude
32
42
Grok
28

Capabilities & Ecosystem

Capabilities

Only XBOW
Autonomous Offensive Security
Only OpsLevel
Developer Portal

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