Waiv vs Google Nest

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

AI visibility is closely matched (39 vs 35)
Waiv logo

Waiv

EmergingDigital Health

AI Digital Pathology & Oncology

Raised $33M seed (Mar 2026). Owkin Dx spinout. Multimodal oncology AI analyzing pathology images + clinical data for treatment decisions. Positioned against Tempus and Foundation Medicine.

AI VisibilityBeta
Overall Score
D39
Category Rank
#1 of 1
AI Consensus
52%
Trend
up
Per Platform
ChatGPT
35
Perplexity
30
Gemini
33

About

Waiv is a digital pathology AI company spun out of Owkin's diagnostic unit in March 2026 with a $33 million seed round, inheriting Owkin's proven multimodal oncology AI stack that has been validated in multiple peer-reviewed publications and clinical collaborations with major academic medical centers. The platform analyzes H&E-stained pathology slide images combined with genomic, clinical, and outcomes data to extract prognostic and predictive biomarkers that help oncologists select optimal treatments for individual cancer patients.

Full profile
Google Nest logo

Google Nest

EmergingConsumer Technology

Smart Home

Alphabet (NASDAQ: GOOGL) smart home brand with Nest thermostat, cameras, and displays; Google Home and Matter integration competing with Amazon Echo/Ring and Apple HomeKit for smart home ecosystem.

AI VisibilityBeta
Overall Score
D35
Category Rank
#2 of 2
AI Consensus
57%
Trend
up
Per Platform
ChatGPT
30
Perplexity
45
Gemini
28

About

Google Nest is Alphabet's (NASDAQ: GOOGL) smart home device brand — offering the Nest Learning Thermostat, Nest Cam security cameras, Nest Doorbell, Nest Protect smoke and CO detector, Google Nest Hub smart displays, and Google Nest Mini speaker — providing an integrated home automation ecosystem controlled through Google Home app and Google Assistant voice commands. Google acquired Nest Labs in 2014 for $3.2 billion and rebranded all Google smart home hardware to "Google Nest" in 2019, positioning the combined portfolio against Amazon's Echo/Ring/Blink ecosystem and Apple HomeKit for smart home platform dominance.

Full profile

AI Visibility Head-to-Head

39
Overall Score
35
#1
Category Rank
#2
52
AI Consensus
57
up
Trend
up
35
ChatGPT
30
30
Perplexity
45
33
Gemini
28
32
Claude
28
50
Grok
35

Key Details

Category
AI Digital Pathology & Oncology
Smart Home
Tier
Emerging
Emerging
Entity Type
brand
company

Capabilities & Ecosystem

Capabilities

Only Waiv
AI Digital Pathology & Oncology
Only Google Nest
Smart Home
Google Nest is classified as company.

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