Onlook vs OpsLevel

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

Onlook leads in AI visibility (38 vs 24)
Onlook logo

Onlook

EmergingDeveloper Tools & Platforms

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.io and Framer for AI-assisted visual development.

AI VisibilityBeta
Overall Score
D38
Category Rank
#512 of 1158
AI Consensus
59%
Trend
up
Per Platform
ChatGPT
46
Perplexity
43
Gemini
32

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
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

38
Overall Score
24
#512
Category Rank
#1
59
AI Consensus
67
up
Trend
up
46
ChatGPT
22
43
Perplexity
18
32
Gemini
26
31
Claude
32
34
Grok
28

Capabilities & Ecosystem

Capabilities

Only OpsLevel
Developer Portal

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