Gumloop vs Oda Studio

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

Gumloop leads in AI visibility (54 vs 40)

Gumloop

ChallengerInfrastructure

Cloud Services

No-code AI workflow automation platform connecting web scraping, LLM processing, and business tool integrations visually; targeting non-technical users for AI-powered pipelines.

AI VisibilityBeta
Overall Score
C54
Category Rank
#15 of 85
AI Consensus
58%
Trend
down
Per Platform
ChatGPT
48
Perplexity
59
Gemini
62

About

Gumloop is a no-code AI workflow automation platform that enables non-technical users to build complex AI-powered automation pipelines by visually connecting nodes — combining web scraping, data processing, LLM prompting, document analysis, and API calls into automated workflows without writing code. Founded in 2023 and headquartered in San Francisco, Gumloop has gained rapid adoption among marketing, operations, and business intelligence professionals who need AI automation without engineering resources.

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

54
Overall Score
40
#15
Category Rank
#468
58
AI Consensus
64
down
Trend
stable
48
ChatGPT
34
59
Perplexity
44
62
Gemini
45
47
Claude
33
59
Grok
34

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