Orangetheory vs Yoneda Labs

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

Orangetheory leads in AI visibility (68 vs 36)

Orangetheory

LeaderFitness & Wellness

Fitness Studio

Fort Lauderdale heart rate-monitored interval training franchise with 1,500+ studios and 1.5M+ members; $400M raised competing with F45 and Barry's for boutique fitness at $59-$159/month technology-tracked group workouts.

AI VisibilityBeta
Overall Score
B68
Category Rank
#1 of 3
AI Consensus
75%
Trend
stable
Per Platform
ChatGPT
72
Perplexity
63
Gemini
67

About

Orangetheory Fitness is a Fort Lauderdale-based boutique fitness franchise delivering science-based, heart rate-monitored group interval training workouts — 60-minute sessions combining treadmill cardio, rowing, and weight-training floor work structured around heart rate zones displayed on studio monitors, targeting the "Orange Zone" (84-91% max heart rate) that produces excess post-exercise oxygen consumption (EPOC) for extended calorie burn. Founded in 2010 by Ellen Latham and backed with $400 million raised, Orangetheory operates 1,500+ franchise studios across 25+ countries serving over 1.5 million members paying $59-$159/month for membership plans.

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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.

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AI Visibility Head-to-Head

68
Overall Score
36
#1
Category Rank
#999
75
AI Consensus
53
stable
Trend
stable
72
ChatGPT
44
63
Perplexity
32
67
Gemini
30
67
Claude
47
73
Grok
33

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