Onlook vs S2

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

AI visibility is closely matched (38 vs 40)
Onlook logo

Onlook

EmergingDeveloper Tools

General

SF YC-backed open-source visual IDE editing live React/Next.js/Tailwind apps directly with code sync — "Cursor for designers"; bridging design-dev gap with in-browser component editing competing with Builder.

AI VisibilityBeta
Overall Score
D38
Category Rank
#237 of 350
AI Consensus
76%
Trend
stable
Per Platform
ChatGPT
39
Perplexity
35
Gemini
39

About

Onlook is a San Francisco-based open-source visual development tool — backed by Y Combinator — building the visual IDE for designers and developers who build React applications, enabling direct in-browser visual editing of running React/Next.js/Tailwind apps with real-time code synchronization — described as 'Cursor for designers.' Onlook allows users to start with a new app generated from a natural language prompt or import an existing Next.js and Tailwind CSS project, then design the live running interface directly (clicking, dragging, resizing, and styling components in the rendered browser preview) with every visual edit automatically written back to the actual source code — React component files and Tailwind class strings — not to a separate design spec that developers must re-implement.

Full profile
S2 logo

S2

EmergingDeveloper Tools

General

S2 is an AI security research and vulnerability management platform that helps security teams continuously discover, prioritize, and remediate vulnerabilities across their attack surface.

AI VisibilityBeta
Overall Score
C40
Category Rank
#202 of 350
AI Consensus
71%
Trend
stable
Per Platform
ChatGPT
40
Perplexity
34
Gemini
46

About

S2 is an AI-powered security platform focused on vulnerability discovery and attack surface management for enterprise security teams. The company's platform combines automated scanning, AI-powered analysis, and threat intelligence to provide security teams with a continuously updated picture of their organization's vulnerabilities, misconfigured assets, and exposure to known threats—helping teams prioritize remediation based on actual risk rather than theoretical severity scores.

Full profile

AI Visibility Head-to-Head

38
Overall Score
40
#237
Category Rank
#202
76
AI Consensus
71
stable
Trend
stable
39
ChatGPT
40
35
Perplexity
34
39
Gemini
46
32
Claude
38
42
Grok
35

Key Details

Category
General
General
Tier
Emerging
Emerging
Entity Type
brand
brand

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