Reshape Biotech vs Yoneda Labs

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

Reshape Biotech leads in AI visibility (61 vs 36)

Reshape Biotech

ChallengerHealthcare

General

Copenhagen YC W21 lab automation robots for biotech at $28.2M total ($20M Astanor Series A Apr 2024) and $8.3M revenue 2024; 500K+ hours saved annually serving alternative protein and sustainable ag competing with Opentrons for microbiology automation.

AI VisibilityBeta
Overall Score
B61
Category Rank
#202 of 1167
AI Consensus
76%
Trend
stable
Per Platform
ChatGPT
64
Perplexity
64
Gemini
69

About

Reshape Biotech is a Copenhagen, Denmark-based laboratory automation robotics company — backed by Y Combinator (W21) with $28.2 million in total funding including a $20 million Series A led by Astanor Ventures in April 2024 with participation from YC — providing biotechnology companies, life sciences research organizations, and food technology companies with specialized single-function robots that automate repetitive microbiological laboratory workflows, generating $8.3 million in annual revenue in 2024 with a 55-person team. Reshape's robots have saved customers over 500,000 hours of manual lab work annually, serving the sustainable food technology and alternative protein sector (fermentation-based food production, precision fermentation, cultivated meat) alongside traditional biotech research laboratories that use microbiology workflows at scale.

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Yoneda Labs

EmergingHealthcare

General

AI chemical reaction optimization with 95% accuracy for drug discovery synthesis parameters; $4.5M from Khosla Ventures and YC competing to automate pharmaceutical process chemistry development.

AI VisibilityBeta
Overall Score
D36
Category Rank
#999 of 1167
AI Consensus
53%
Trend
stable
Per Platform
ChatGPT
44
Perplexity
32
Gemini
30

About

Yoneda Labs is a San Francisco-based AI company applying foundation models to automate chemical reaction optimization for drug discovery and pharmaceutical process development — providing chemists with AI systems that determine optimal reaction parameters (temperature, solvent, catalyst, concentration) for new chemical synthesis routes, achieving 95% accuracy in suggesting effective conditions for small-scale trials. Founded in 2023 and backed by Khosla Ventures, 468 Capital, 500 Global, and Y Combinator with $4.5 million raised including a $4 million seed round in April 2024, Yoneda Labs brings mathematical category theory foundations (the name references Yoneda's lemma in category theory) to chemistry AI.

Full profile

AI Visibility Head-to-Head

61
Overall Score
36
#202
Category Rank
#999
76
AI Consensus
53
stable
Trend
stable
64
ChatGPT
44
64
Perplexity
32
69
Gemini
30
59
Claude
47
60
Grok
33

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