SmithRx vs Zocdoc

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

Zocdoc leads in AI visibility (86 vs 54)
SmithRx logo

SmithRx

ChallengerHealthcare

Radically Transparent Pharmacy Benefits Manager (PBM)

SmithRx is a San Francisco-based modern PBM founded in 2016 with ~$105M raised; operates on a 100% pass-through model with zero spread pricing; reduces employer drug costs by an average of 30%;

AI VisibilityBeta
Overall Score
C54
Category Rank
#189 of 596
AI Consensus
82%
Trend
stable
Per Platform
ChatGPT
52
Perplexity
56
Gemini
53

About

SmithRx is a San Francisco-based pharmacy benefits manager (PBM) founded in 2016 by Jake Frenz with a mission to eliminate the opacity, conflicts of interest, and hidden revenue practices that characterize the legacy PBM industry. Operating on a fully transparent, fiduciary-aligned model, SmithRx passes through 100% of rebates and discounts to its employer clients, charges flat administrative fees rather than spread pricing, and provides detailed, auditable reporting on every pharmacy transaction — a stark departure from the "black box" model used by the three dominant PBMs (CVS Caremark, Express Scripts, and OptumRx) that collectively control approximately 80% of the U.S. prescription drug market.

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

54
Overall Score
86
#189
Category Rank
#11
82
AI Consensus
70
stable
Trend
stable
52
ChatGPT
88
56
Perplexity
80
53
Gemini
92
58
Claude
92
51
Grok
86

Key Details

Category
Radically Transparent Pharmacy Benefits Manager (PBM)
Patient Scheduling Marketplace
Tier
Challenger
Growth
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Zocdoc
Patient Scheduling Marketplace

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