Luma Health vs Zocdoc

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

Zocdoc leads in AI visibility (86 vs 39)
Luma Health logo

Luma Health

EmergingHealthcare

Patient Engagement

Patient engagement platform with automated SMS reminders, self-scheduling, and EHR integration for health systems; $130M+ a16z-backed competing with Phreesia for healthcare communication automation.

AI VisibilityBeta
Overall Score
D39
Category Rank
#408 of 596
AI Consensus
84%
Trend
down
Per Platform
ChatGPT
35
Perplexity
39
Gemini
35

About

Luma Health is a San Francisco-based patient engagement and care orchestration platform that automates patient communication and administrative workflows for healthcare providers — providing appointment reminders, two-way SMS messaging, self-scheduling, waitlist management, referral coordination, and broadcast messaging that integrate directly with major electronic health record (EHR) systems including Epic, Cerner, Athenahealth, and eClinicalWorks. Backed by Andreessen Horowitz and other investors with $130+ million raised, Luma Health serves health systems, hospital groups, and ambulatory practices seeking to reduce no-shows and improve patient access.

Full profile
Zocdoc logo

Zocdoc

GrowthHealthTech

Patient Scheduling Marketplace

Zocdoc is a patient appointment booking marketplace that lets patients find and book in-network doctors in real time, with insurance verification and same-day availability filters.

AI VisibilityBeta
Overall Score
A86
Category Rank
#11 of 596
AI Consensus
70%
Trend
stable
Per Platform
ChatGPT
88
Perplexity
80
Gemini
92

About

Zocdoc operates a two-sided marketplace connecting patients with physicians, dentists, and mental health providers who accept their specific insurance and have real-time appointment availability. Patients can filter by specialty, insurance plan, location, and next available appointment, then book online in seconds — eliminating the phone-tag and hold-time historically required to schedule care. The platform verifies insurance acceptance in real time and sends automated reminders to reduce no-shows.

Full profile

AI Visibility Head-to-Head

39
Overall Score
86
#408
Category Rank
#11
84
AI Consensus
70
down
Trend
stable
35
ChatGPT
88
39
Perplexity
80
35
Gemini
92
39
Claude
92
41
Grok
86

Key Details

Category
Patient Engagement
Patient Scheduling Marketplace
Tier
Emerging
Growth
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Luma Health
Patient Engagement
Only Zocdoc
Patient Scheduling Marketplace

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