Oto vs Zocdoc

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

Zocdoc leads in AI visibility (86 vs 38)
Oto logo

Oto

EmergingHealthcare

General

London digital CBT app for tinnitus with DEFINE Trial evidence showing 86% benefit in one month; £2.8M seed competing with Widex and ReSound for 750M global tinnitus sufferers needing accessible specialist care.

AI VisibilityBeta
Overall Score
D38
Category Rank
#455 of 596
AI Consensus
85%
Trend
stable
Per Platform
ChatGPT
36
Perplexity
33
Gemini
40

About

Oto is a London-based digital health company providing clinically validated, app-based CBT (cognitive behavioral therapy) treatment for tinnitus — the persistent ringing, buzzing, or hissing in the ears that affects 15% of the global population (750 million+ people) with no pharmaceutical cure — delivering structured therapeutic programs designed by tinnitus specialists that help patients manage and reduce tinnitus distress through evidence-based psychological and sound therapy techniques. Founded and backed with £2.8 million in seed funding raised in 2022, Oto demonstrated in the DEFINE Trial (the largest randomized controlled trial for any digital tinnitus program) that 86% of users experience measurable benefits within one month of the program.

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

38
Overall Score
86
#455
Category Rank
#11
85
AI Consensus
70
stable
Trend
stable
36
ChatGPT
88
33
Perplexity
80
40
Gemini
92
36
Claude
92
37
Grok
86

Key Details

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

Capabilities & Ecosystem

Capabilities

Only Zocdoc
Patient Scheduling Marketplace

Track AI Visibility in Real Time

Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.