Equinox vs Yoneda Labs

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

Equinox leads in AI visibility (74 vs 36)

Equinox

LeaderFitness & Wellness

Luxury Gym

Luxury fitness club with $300+/month membership; 110 locations with spa amenities, SoulCycle and Equinox Hotels portfolio, targeting premium urban professionals.

AI VisibilityBeta
Overall Score
B74
Category Rank
#1 of 1
AI Consensus
64%
Trend
stable
Per Platform
ChatGPT
68
Perplexity
83
Gemini
74

About

Equinox is a luxury fitness club brand operating premium health clubs in major metropolitan areas across the United States, with flagship locations known for exceptional facilities, high-end amenities, and a curated fitness culture that commands premium membership fees of $300+ per month. Founded in 1991 in New York City and expanding to approximately 110 locations, Equinox Holdings also owns SoulCycle (indoor cycling studios), Blink Fitness (budget clubs), and the Equinox Hotels brand — creating a portfolio spanning the entire fitness market spectrum.

Full profile

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

74
Overall Score
36
#1
Category Rank
#999
64
AI Consensus
53
stable
Trend
stable
68
ChatGPT
44
83
Perplexity
32
74
Gemini
30
70
Claude
47
70
Grok
33

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