Memberstack vs Oda Studio

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

Oda Studio leads in AI visibility (40 vs 38)

Memberstack

EmergingDeveloper Tools & Platforms

General

No-code membership and authentication platform for Webflow sites adding user accounts and gated content without code; YC and Google Gradient Ventures backed serving 3,000+ businesses.

AI VisibilityBeta
Overall Score
D38
Category Rank
#255 of 1167
AI Consensus
67%
Trend
stable
Per Platform
ChatGPT
40
Perplexity
36
Gemini
30

About

Memberstack is a Williamsburg, Virginia-based no-code membership and authentication platform that enables web designers and developers to add user accounts, gated content, and membership subscription billing to Webflow sites and other no-code or custom web projects — without writing backend authentication code. Founded in 2018 and backed by Y Combinator and Gradient Ventures (Google's AI fund), Memberstack raised $150,000 in seed funding and serves 3,000+ businesses including brands like Amazon and Slack, facilitating over $8 million in platform transactions in its early months.

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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

38
Overall Score
40
#255
Category Rank
#468
67
AI Consensus
64
stable
Trend
stable
40
ChatGPT
34
36
Perplexity
44
30
Gemini
45
32
Claude
33
43
Grok
34

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