Retrofit vs Cursor

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

Cursor leads in AI visibility (97 vs 41)

Retrofit

EmergingE-commerce

General

Retrofit converts brick-and-mortar retail stores into data-driven operations using AI shelf intelligence and computer vision, helping retailers optimize layouts, reduce waste, and increase sales per square foot.

AI VisibilityBeta
Overall Score
C41
Category Rank
#379 of 1167
AI Consensus
65%
Trend
stable
Per Platform
ChatGPT
49
Perplexity
38
Gemini
38

About

Retrofit is a retail technology company that brings data-driven intelligence to physical retail by deploying computer vision and AI systems that track product placement, customer movement, and operational efficiency in stores. The company's platform addresses the fundamental information asymmetry in brick-and-mortar retail: while e-commerce has detailed analytics on every user interaction, physical stores have historically had almost no visibility into how customers move through spaces, which products attract attention, and how operational decisions affect sales performance.

Full profile

Cursor

LeaderDeveloper Tools & Platforms

Agentic IDE

$2.3B raised at $29.3B valuation; $2B+ ARR (Q1 2026); used by 50%+ of Fortune 500. Dominant commercial AI coding tool; built on VSCode fork with native agent mode. Competing with GitHub Copilot, Windsurf, and Lovable in the vibe-coding wave.

AI VisibilityBeta
Overall Score
A97
Category Rank
#1 of 1
AI Consensus
74%
Trend
up
Per Platform
ChatGPT
89
Perplexity
99
Gemini
99

About

Cursor is an AI-powered code editor built on Visual Studio Code that integrates advanced language models to provide intelligent code completion, generation, debugging, and refactoring capabilities directly in the development workflow. The company serves software developers seeking to accelerate coding productivity through AI assistance while maintaining full control and understanding of their code. Cursor delivers value through contextual code suggestions that understand entire codebases, natural language commands to modify code, inline AI chat for explaining complex code, and a familiar VS Code interface that requires minimal learning curve for existing developers.

Full profile

AI Visibility Head-to-Head

41
Overall Score
97
#379
Category Rank
#1
65
AI Consensus
74
stable
Trend
up
49
ChatGPT
89
38
Perplexity
99
38
Gemini
99
49
Claude
99
48
Grok
96

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