Frekil vs Yoneda Labs

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

Yoneda Labs leads in AI visibility (36 vs 33)

Frekil

EmergingHealthcare

General

Frekil is a digital health platform focused on mental health support, offering AI-assisted therapy tools and care coordination for individuals managing anxiety, depression, and stress.

AI VisibilityBeta
Overall Score
D33
Category Rank
#1149 of 1167
AI Consensus
54%
Trend
stable
Per Platform
ChatGPT
32
Perplexity
44
Gemini
26

About

Frekil is a mental health technology company developing digital tools that expand access to mental health support by combining AI-assisted therapeutic interventions with human care coordination. Mental health care access remains severely constrained by therapist availability, insurance coverage gaps, and social stigma—Frekil's digital-first approach addresses these barriers by providing structured support between clinical appointments and entry-level care for individuals who can't access traditional therapy.

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

33
Overall Score
36
#1149
Category Rank
#999
54
AI Consensus
53
stable
Trend
stable
32
ChatGPT
44
44
Perplexity
32
26
Gemini
30
40
Claude
47
42
Grok
33

Track AI Visibility in Real Time

Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.