Chameleon vs Windsurf

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

Windsurf leads in AI visibility (88 vs 35)
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
D35
Category Rank
#2 of 2
AI Consensus
64%
Trend
up
Per Platform
ChatGPT
30
Perplexity
33
Gemini
44

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.

Full profile
Windsurf logo

Windsurf

LeaderDeveloper 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
A88
Category Rank
#2 of 2
AI Consensus
87%
Trend
up
Per Platform
ChatGPT
89
Perplexity
88
Gemini
93

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

35
Overall Score
88
#2
Category Rank
#2
64
AI Consensus
87
up
Trend
up
30
ChatGPT
89
33
Perplexity
88
44
Gemini
93
35
Claude
91
42
Grok
92

Key Details

Category
Product Adoption
Agentic IDE
Tier
Emerging
Leader
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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