Toothy AI vs Yoneda Labs

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

Yoneda Labs leads in AI visibility (36 vs 21)

Toothy AI

EmergingHealthcare

Dental AI

Toothy AI is a dental AI platform that uses computer vision to analyze dental X-rays, helping dentists detect cavities, bone loss, and other dental pathology more accurately. HQ: San Francisco.

AI VisibilityBeta
Overall Score
D21
Category Rank
#1 of 1
AI Consensus
68%
Trend
stable
Per Platform
ChatGPT
23
Perplexity
16
Gemini
13

About

Toothy AI is a dental AI company applying computer vision to the analysis of dental radiographs (bitewing X-rays, periapical X-rays, panoramic scans), helping dentists detect caries (cavities), bone loss, failing restorations, and other pathology more reliably and consistently. Dental AI image analysis is a high-value application: dental X-rays are taken at virtually every dental visit, the findings have direct treatment implications, and research has shown that dentists' detection rates for early-stage caries can vary significantly based on experience and reading conditions.

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

21
Overall Score
36
#1
Category Rank
#999
68
AI Consensus
53
stable
Trend
stable
23
ChatGPT
44
16
Perplexity
32
13
Gemini
30
19
Claude
47
26
Grok
33

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