Ciroos AI vs SmartBear

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

SmartBear leads in AI visibility (86 vs 38)
Ciroos AI logo

Ciroos AI

EmergingDeveloper Tools

Multi-Domain AI SRE Agent

Raised $21M seed (Jun 2025) led by Energy Impact Partners. Founded by Cisco, AWS, and Gigamon veterans holding 84 patents. Multi-domain AI SRE spanning cloud, network, and application layers.

AI VisibilityBeta
Overall Score
D38
Category Rank
#1 of 1
AI Consensus
62%
Trend
up
Per Platform
ChatGPT
47
Perplexity
43
Gemini
35

About

Ciroos AI is an agentic SRE platform that spans cloud, network, and application domains simultaneously — claiming to be the industry's first multi-domain AI SRE teammate rather than an application-tier-only incident responder. The company raised $21 million in seed financing in June 2025 led by Energy Impact Partners. The founding team brings 84 patents across AI, observability, and networking from careers at Cisco, AWS, and Gigamon.

Full profile
SmartBear logo

SmartBear

LeaderSoftware Testing

API Testing & Quality Tools Suite

SmartBear is a software quality company offering a suite of API testing, visual testing, performance testing, and test management tools used by enterprise development teams.

AI VisibilityBeta
Overall Score
A86
Category Rank
#1 of 1
AI Consensus
57%
Trend
up
Per Platform
ChatGPT
89
Perplexity
95
Gemini
93

About

SmartBear is a software quality tooling company headquartered in Somerville, Massachusetts that provides a broad portfolio of products spanning API design and testing, visual testing, performance testing, and test management — serving development and QA teams across the full software quality lifecycle with purpose-built tools for each testing discipline rather than a single consolidated platform. SmartBear's most widely known product, ReadyAPI (formerly SoapUI), is an industry-standard API testing tool used by QA engineers and developers to validate REST, SOAP, and GraphQL API behavior through functional test automation, security scanning, and load testing. SwaggerHub, SmartBear's API design and documentation platform, is another flagship product with broad enterprise adoption in the API governance and design-first development workflow market.

Full profile

AI Visibility Head-to-Head

38
Overall Score
86
#1
Category Rank
#1
62
AI Consensus
57
up
Trend
up
47
ChatGPT
89
43
Perplexity
95
35
Gemini
93
31
Claude
92
39
Grok
77

Key Details

Category
Multi-Domain AI SRE Agent
API Testing & Quality Tools Suite
Tier
Emerging
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Ciroos AI
Multi-Domain AI SRE Agent
Only SmartBear
API Testing & Quality Tools Suite

Integrations

Only SmartBear

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