Smack Technologies vs OpsLevel

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

OpsLevel leads in AI visibility (24 vs 20)

Smack Technologies

EmergingGovernment Tech

Defense AI Lab

Defense AI company founded by MARSOC veterans; raised $32M to build first frontier AI lab exclusively for US national security; targets classified compute and defense-native AI agents

AI VisibilityBeta
Overall Score
D20
Category Rank
#1 of 1
AI Consensus
57%
Trend
up
Per Platform
ChatGPT
24
Perplexity
28
Gemini
11

About

Smack Technologies is a defense AI company founded by US Marine Corps Special Operations Command (MARSOC) veterans to build the first frontier AI laboratory dedicated exclusively to the United States defense and national security mission. The company was created with the conviction that commercial frontier AI development — the kind happening at OpenAI, Anthropic, and Google DeepMind — has critical applications for defense that require a specialized organization with security clearances, operational experience, and a defense-native culture to properly develop and deploy.\n\nSmack is building AI systems designed for the unique demands of defense operations: high reliability in degraded or denied communications environments, integration with classified data and systems, and operational security requirements that commercial AI vendors cannot easily satisfy. Its founders bring firsthand experience of the capability gaps that exist between what commercial AI can do and what warfighters and intelligence professionals actually need in the field. The company operates at the intersection of frontier model capabilities and defense-grade engineering requirements.\n\nSmack raised $32M in March 2026 to build out its team of AI researchers, defense software engineers, and operational advisors. The company represents a growing category of defense-native AI startups distinct from contractors simply reselling commercial AI APIs — instead building purpose-designed systems from the ground up for classified and operational defense contexts. As the US military accelerates AI adoption across all domains, Smack is positioned as a foundational lab rather than a product company, aiming to be a long-term R&D partner for the defense community.

Full profile

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

20
Overall Score
24
#1
Category Rank
#1
57
AI Consensus
67
up
Trend
up
24
ChatGPT
22
28
Perplexity
18
11
Gemini
26
24
Claude
32
29
Grok
28

Capabilities & Ecosystem

Capabilities

Only Smack Technologies
Defense AI Lab
Only OpsLevel
Developer Portal

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