Linde plc vs Oda Studio

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

Linde plc leads in AI visibility (72 vs 40)

Linde plc

LeaderManufacturing

Enterprise

Dublin world's largest industrial gas company (NYSE: LIN) at $33B 2024 sales; 25.9% ROC, 29.5% op margin, $9.4B operating cash flow, semiconductor electronics gases + clean hydrogen competing with Air Liquide.

AI VisibilityBeta
Overall Score
B72
Category Rank
#8 of 290
AI Consensus
61%
Trend
stable
Per Platform
ChatGPT
82
Perplexity
75
Gemini
67

About

Linde plc is a Dublin, Ireland-incorporated global industrial gas and engineering company — publicly traded on the New York Stock Exchange (NYSE: LIN) as an S&P 500 Materials component and the world's largest industrial gas company by revenue and market capitalization — producing, distributing, and marketing atmospheric gases (oxygen, nitrogen, argon), process gases (hydrogen, helium, carbon dioxide, acetylene), and specialty gases for semiconductor manufacturing, healthcare, food and beverage, steel production, chemical processing, and energy applications through approximately 65,000 employees in 100 countries. In fiscal year 2024, Linde reported $33 billion in revenue, 25.9% return on capital (ROC), 29.5% operating margin, 10% EPS growth, $9.4 billion in operating cash flow, and returned $7.1 billion to shareholders through dividends and share repurchases — demonstrating industry-leading profitability metrics that reflect Linde's combination of long-term supply contracts, pricing power in specialty applications, and operational efficiency. Linde was formed from the $90 billion merger of Linde AG (Germany) and Praxair (US) completed in 2018, creating a combined industrial gas leader that nearly matches the scale of the other two major global industrial gas companies (Air Liquide and Air Products) combined. CEO Sanjiv Lamba leads Linde's strategy of expanding clean hydrogen production for energy transition, electronics gases supply for semiconductor manufacturing capacity additions, and healthcare oxygen delivery in emerging markets.

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Oda Studio

EmergingReal Estate & Property Tech

General

US YC W20 AI interior design platform with style preference discovery and room visualization; generating personalized moodboards and shoppable décor matches competing with Houzz for AI-native home design discovery.

AI VisibilityBeta
Overall Score
C40
Category Rank
#468 of 1167
AI Consensus
64%
Trend
stable
Per Platform
ChatGPT
34
Perplexity
44
Gemini
45

About

Oda Studio is a United States-based AI-powered interior design platform — backed by Y Combinator (W20) — providing homebuyers, renters, and design enthusiasts with AI tools to discover their personal design aesthetic, visualize how spaces would look with different furniture and décor, and find matching products from online retailers. Users select style preferences (mid-century modern, bohemian, minimalist, coastal) and color palettes (navy, salmon, olive, beige) and receive AI-generated moodboards and room transformation visuals in seconds — with the platform linking out to purchasable products that match the visualized design. Founded in 2020 and enhanced with more sophisticated AI algorithms in 2024-2025, Oda Studio serves the design discovery and product-matching need that exists in the early stages of home decorating before interior designers are typically engaged.

Full profile

AI Visibility Head-to-Head

72
Overall Score
40
#8
Category Rank
#468
61
AI Consensus
64
stable
Trend
stable
82
ChatGPT
34
75
Perplexity
44
67
Gemini
45
68
Claude
33
68
Grok
34

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