Luminate Medical vs Warby Parker

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

AI visibility is closely matched (20 vs 17)
Luminate Medical logo

Luminate Medical

EmergingHealthcare

General

Dublin oncology device company developing at-home scalp cooling to prevent chemo hair loss; $22M YC and 8VC-backed with $15M Atlantic Bridge Series A pursuing FDA clearance for at-home oncology care model.

AI VisibilityBeta
Overall Score
D20
Category Rank
#837 of 1158
AI Consensus
61%
Trend
up
Per Platform
ChatGPT
21
Perplexity
11
Gemini
12

About

Luminate Medical is a Dublin, Ireland-based healthcare technology company developing patient-centered oncology care devices — most notably a next-generation scalp cooling system that prevents or reduces chemotherapy-induced hair loss (alopecia), one of the most psychologically distressing side effects of cancer treatment. Backed by Y Combinator, 8VC, and Atlantic Bridge with $22 million raised total including a $15 million Series A led by Atlantic Bridge in 2024 and a €6.4 million Irish Government grant in 2025, Luminate is pursuing FDA clearance for US market entry with first commercial revenues expected in 2025.

Full profile
Warby Parker logo

Warby Parker

UnknownFashion & Apparel

General

NYSE-listed (WRBY) DTC eyewear brand with $669M revenue and 240+ stores; vertical integration enabling $95-195 glasses competing with LensCrafters while pursuing profitability path after 2021 IPO.

AI VisibilityBeta
Overall Score
D17
Category Rank
#405 of 1158
AI Consensus
80%
Trend
stable
Per Platform
ChatGPT
27
Perplexity
19
Gemini
26

About

Warby Parker is a New York-based direct-to-consumer eyewear company that disrupted the traditional optical retail industry by designing, manufacturing, and selling prescription glasses and sunglasses directly to consumers at $95-$195 price points — compared to $300-500 at traditional optical retailers that added brand markups, optician markups, and optical shop overhead. Listed on NYSE (NYSE: WRBY), Warby Parker generated $669 million in net revenue in fiscal year 2023 and operates 240+ retail stores across the US and Canada alongside its e-commerce and home try-on program.

Full profile

AI Visibility Head-to-Head

20
Overall Score
17
#837
Category Rank
#405
61
AI Consensus
80
up
Trend
stable
21
ChatGPT
27
11
Perplexity
19
12
Gemini
26
24
Claude
23
24
Grok
26

Key Details

Category
General
General
Tier
Emerging
Unknown
Entity Type
brand
company

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