Ciroos AI vs Lovable

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

Lovable leads in AI visibility (88 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
Lovable logo

Lovable

ChallengerDeveloper Tools

AI Code Generation

Fastest company ever to $100M ARR (8 months from launch); $200M+ ARR by Q1 2026. $330M Series B at $6.6B valuation. The face of the 'vibe coding' movement — build full-stack apps from natural language prompts with zero code required.

AI VisibilityBeta
Overall Score
A88
Category Rank
#1 of 1
AI Consensus
71%
Trend
up
Per Platform
ChatGPT
91
Perplexity
91
Gemini
89

About

Lovable was founded in 2023 and built a full-stack AI application builder that lets non-technical users create production-ready web applications through natural language conversation. The platform, originally launched as GPT Engineer, enables users to describe what they want to build and iteratively refine it through chat—with Lovable generating, deploying, and hosting a real full-stack application including frontend, backend logic, and database integration. Its target users are entrepreneurs, product managers, designers, and business professionals who want to build software products without writing code.\n\nLovable's platform handles the entire application lifecycle: from initial generation through Supabase-backed database setup, authentication, deployment, and ongoing iteration. Users can connect custom domains, integrate with third-party APIs, and collaborate with team members—all without touching code directly, though developers can also access the underlying codebase for advanced customization. The "vibe coding" paradigm Lovable helped define has proven to be a genuine product category, not just a demo, as evidenced by a growing cohort of businesses running real products built entirely on the platform.\n\nLovable achieved $100M in ARR faster than any software company in history—reaching that milestone in approximately 8 months—and surpassed $200M ARR by Q1 2026. The company raised a $330M Series B at a $6.6B valuation, reflecting investor conviction in the durability of AI-native application development as a massive market. This traction puts Lovable alongside Cursor and Windsurf as defining companies of the vibe coding era, though Lovable's non-technical user focus gives it a distinct and potentially larger total addressable market.

Full profile

AI Visibility Head-to-Head

38
Overall Score
88
#1
Category Rank
#1
62
AI Consensus
71
up
Trend
up
47
ChatGPT
91
43
Perplexity
91
35
Gemini
89
31
Claude
84
39
Grok
80

Key Details

Category
Multi-Domain AI SRE Agent
AI Code Generation
Tier
Emerging
Challenger
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Ciroos AI
Multi-Domain AI SRE Agent
Only Lovable
AI Agent Builder

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