Scanwell Health vs Yoneda Labs

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

Yoneda Labs leads in AI visibility (36 vs 29)

Scanwell Health

EmergingHealthcare

At-Home Diagnostics

Scanwell Health is a digital diagnostics company that enables consumers to perform lab-quality rapid tests at home and receive clinician-reviewed digital results through a smartphone app. HQ: Los Angeles.

AI VisibilityBeta
Overall Score
D29
Category Rank
#1 of 1
AI Consensus
59%
Trend
stable
Per Platform
ChatGPT
30
Perplexity
29
Gemini
32

About

Scanwell Health is a digital diagnostics company that combines FDA-cleared rapid diagnostic tests with a smartphone scanning platform and telemedicine services to deliver lab-quality health testing and clinical interpretation at home. Users purchase a Scanwell test kit, perform the rapid test (using a blood, urine, or swab sample depending on the test type), photograph the test strip with their smartphone camera, and receive an AI-analyzed result with optional clinician review and prescription if needed. The platform creates a complete at-home testing and care pathway for conditions ranging from UTIs to COVID-19 to sexually transmitted infections.

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

29
Overall Score
36
#1
Category Rank
#999
59
AI Consensus
53
stable
Trend
stable
30
ChatGPT
44
29
Perplexity
32
32
Gemini
30
21
Claude
47
40
Grok
33

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