Manhattan Associates vs Oda Studio

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

Manhattan Associates leads in AI visibility (79 vs 40)

Manhattan Associates

LeaderLogistics & Supply Chain

Supply Chain Execution

NASDAQ-listed (MANH) cloud supply chain execution at $1B revenue with WMS, TMS, and OMS for 1,200+ enterprise retailers; competing with Blue Yonder and Oracle for omnichannel fulfillment orchestration.

AI VisibilityBeta
Overall Score
B79
Category Rank
#1 of 1
AI Consensus
51%
Trend
stable
Per Platform
ChatGPT
82
Perplexity
72
Gemini
90

About

Manhattan Associates is an Atlanta-based supply chain and omnichannel commerce technology company providing cloud-native warehouse management (WMS), transportation management (TMS), order management (OMS), and supply chain planning software for retailers, manufacturers, distributors, and 3PLs managing complex fulfillment operations. Listed on NASDAQ (NASDAQ: MANH), Manhattan Associates was founded in 1990 by Deepak Raghavan and generated $1.0 billion in revenue in fiscal year 2024 at 12% growth, serving 1,200+ enterprise customers including American Eagle Outfitters, Levi Strauss, and US Foods across 75+ countries.

Full profile

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

79
Overall Score
40
#1
Category Rank
#468
51
AI Consensus
64
stable
Trend
stable
82
ChatGPT
34
72
Perplexity
44
90
Gemini
45
70
Claude
33
76
Grok
34

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