Oda Studio vs Shield AI

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

Shield AI leads in AI visibility (58 vs 40)

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

Shield AI

ChallengerGovernment Tech

Defense & Autonomous Systems

Defense AI company building autonomous drones and AI pilots. $12.7B valuation after $2B Series G (2026). ~$300M 2025 rev. Founded 2015, San Diego. Private.

AI VisibilityBeta
Overall Score
C58
Category Rank
#1 of 4
AI Consensus
50%
Trend
stable
Per Platform
ChatGPT
64
Perplexity
57
Gemini
50

About

Shield AI is an American aerospace and defense technology company founded in 2015 by former Navy SEAL Brandon Tseng, his brother Ryan Tseng, and Andrew Reiter. Headquartered in San Diego, California, Shield AI develops AI-powered autonomous systems for military and defense applications. Its core products include the Hivemind autonomy software platform, the V-BAT vertical take-off and landing drone, and the X-BAT — the world's first AI-piloted VTOL fighter jet with a 2,000 nautical mile range.

Full profile

AI Visibility Head-to-Head

40
Overall Score
58
#468
Category Rank
#1
64
AI Consensus
50
stable
Trend
stable
34
ChatGPT
64
44
Perplexity
57
45
Gemini
50
33
Claude
51
34
Grok
69

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