Chameleon vs Windsurf

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

Windsurf leads in AI visibility (90 vs 34)
Chameleon logo

Chameleon

EmergingDeveloper Tools

Product Adoption

Chameleon is a no-code product adoption platform for building in-app tours, tooltips, spotlight modals, and microsurveys on top of any SaaS product using a Chrome extension visual builder.

AI VisibilityBeta
Overall Score
D34
Category Rank
#312 of 350
AI Consensus
87%
Trend
stable
Per Platform
ChatGPT
34
Perplexity
35
Gemini
34

About

Chameleon is a product adoption platform that gives product teams the ability to build and deploy in-app tours, tooltips, spotlight modals, and microsurveys directly on top of their SaaS product without requiring engineering work. The no-code visual builder lets product managers create experiences using a Chrome extension overlay, targeting elements on the live product interface and configuring the content, styling, and trigger conditions without touching the codebase. Experiences are versioned and can be rolled back, and A/B testing enables systematic optimization of onboarding paths and feature announcement campaigns.

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Windsurf logo

Windsurf

ChallengerDeveloper Tools

Agentic IDE

Codeium's agentic IDE; 2nd most-discussed AI coding tool after Cursor. $1.25B valuation; Cascade agentic framework enables autonomous multi-file editing. Positioned as cost-competitive alternative to Cursor with comparable capabilities.

AI VisibilityBeta
Overall Score
A90
Category Rank
#8 of 350
AI Consensus
82%
Trend
stable
Per Platform
ChatGPT
88
Perplexity
84
Gemini
92

About

Windsurf is an AI-native code editor developed by Codeium, designed to bring agentic AI directly into the software development workflow. Launched in late 2024, Windsurf introduced the 'Cascade' agentic framework — enabling the AI to autonomously read, write, and execute code across multiple files simultaneously, rather than merely suggesting single-line completions. The product became the second-most-discussed AI coding tool after Cursor, recognized for its aggressive pricing and deep IDE integration.

Full profile

AI Visibility Head-to-Head

34
Overall Score
90
#312
Category Rank
#8
87
AI Consensus
82
stable
Trend
stable
34
ChatGPT
88
35
Perplexity
84
34
Gemini
92
30
Claude
89
35
Grok
88

Key Details

Category
Product Adoption
Agentic IDE
Tier
Emerging
Challenger
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Chameleon
Product Adoption
Only Windsurf
Agentic IDE

Track AI Visibility in Real Time

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