Isabl vs Oda Studio

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

Isabl leads in AI visibility (45 vs 40)

Isabl

EmergingHealthcare

General

NYC YC W20 MSK Cancer Center spinout with FDA Breakthrough Device for whole-genome/transcriptome tumor profiling; $5M total (Two Sigma/NCI SBIR) competing with Foundation Medicine and Tempus AI for comprehensive genomic profiling in pediatric and rare cancers.

AI VisibilityBeta
Overall Score
C45
Category Rank
#824 of 1167
AI Consensus
59%
Trend
stable
Per Platform
ChatGPT
43
Perplexity
41
Gemini
54

About

Isabl is a New York-based whole-genome and transcriptome cancer diagnostics company — backed by Y Combinator (W20) with $5 million in total funding including $3 million from Two Sigma Ventures, BoxOne Ventures, Bossa Invest, and Jude Gomilla, plus a $2 million SBIR grant from the National Cancer Institute (NCI) — commercializing the Isabl GxT (Genome x Transcriptome) diagnostic platform that received FDA Breakthrough Device Designation for comprehensive tumor profiling that analyzes entire tumor genomes and transcriptomes simultaneously to identify cancer-associated mutations, fusion genes, and expression patterns that guide treatment selection. Founded in 2020 after incubating at Memorial Sloan Kettering Cancer Center (MSKCC) from 2015-2019, Isabl's genomic testing platform is specifically advancing through March 2025 NCI funding for pediatric and rare solid cancers where comprehensive genomic profiling can identify targeted therapy opportunities that standard panel tests miss.

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

45
Overall Score
40
#824
Category Rank
#468
59
AI Consensus
64
stable
Trend
stable
43
ChatGPT
34
41
Perplexity
44
54
Gemini
45
36
Claude
33
40
Grok
34

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