What does "AI visibility" mean for my business?

When someone asks ChatGPT, Claude, or Gemini "what is the best..." or "where can I find...", AI gives specific recommendations. AI visibility is a measure of how often — and how positively — these AI platforms mention your business. It's the new version of being on the first page of Google, except now there are no pages — just one answer.

Which AI platforms do you monitor?

Pendium monitors ChatGPT, Claude, Gemini, Grok, Perplexity, DeepSeek, and Google AI Overviews — seven major AI platforms that consumers use to research local services. We run real queries that your customers actually ask and analyze the responses for mentions of your business, competitors, and industry topics.

How does Pendium improve my visibility?

Three ways. First, we identify the exact queries and topics where you're invisible. Second, we generate AI-optimized content — articles, guides, social posts — designed to help AI agents understand your business and recommend your services to the right people. Third, we continuously monitor to track improvement and find new opportunities. Most clients see measurable improvement within 60 days.

How long until I see results?

You'll get your first visibility report within minutes of signing up. Actual visibility improvement varies, but our clients typically see a 47% average improvement within 60 days. Some see results faster — it depends on your current online presence and how competitive your local market is.

Do I need to be technical to use this?

Not at all. Enter your website URL and Pendium handles everything: scanning AI platforms, analyzing your visibility, generating content, and tracking improvement. The dashboard is designed for business owners, not engineers. If you can check your email, you can use Pendium.

What makes this different from SEO?

Traditional SEO optimizes for Google's search rankings — blue links on a results page. AI visibility is different: AI doesn't show links, it gives direct answers. Even if you rank #1 on Google, ChatGPT might recommend a competitor. Pendium optimizes for the new paradigm — making sure AI platforms know about, trust, and recommend your business.

Pricing

Get a demo

Zocdoc

Visibility82

Vibe97

Businesses/Healthcare Technology/Zocdoc

AI Visibility & Sentiment

Zocdoc

Zocdoc is a digital healthcare marketplace that connects patients with local doctors and dentists who accept their insurance. The platform enables instant online appointment booking, features verified patient reviews, and works with over 1,000 insurance plans to simplify healthcare access across the United States.

Active Monitoring

zocdoc.com

Healthcare Technology Startups

AI Visibility Score

82/100

Excellent

Sentiment Score

97/100

Score by Priority

How often this business is recommended to users across different types of conversations — from direct product queries to broader open-ended conversations where AI could recommend this company's products and services

core

adjacent

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Zocdoc today.

Zocdoc has cemented itself as the definitive 'trust authority' in AI healthcare discovery, consistently capturing the top recommendation for provider verification and insurance matching across every major platform. While the brand is the undisputed leader for urban professionals seeking immediate care, it faces a strategic blind spot in the B2B practice management sector where AI models currently favor specialized administrative tools over Zocdoc's ecosystem.

Working in your favor

Absolute dominance in 'Trust & Provider Verification' queries, maintaining #1 rankings across ChatGPT, Claude, Gemini, and AI Overviews.

Perfect 100% mention rate among Relocated Urban Professionals with highly competitive average positioning.

Exceptional brand sentiment and recall, evidenced by unanimous #1 rankings in brand vibe checks.

Gaps to close

Significant visibility drop-off in B2B practice management queries, with rankings falling as low as #11 for office efficiency and AI administrative tools.

Lower mention rates for Mental Health Advocates (75%) compared to general medical and parenting personas.

Healthgrades maintains a higher total mention count across the tested query set, posing a direct threat to Zocdoc's market share in general discovery.

Opportunities

Pivot content strategy to highlight Zocdoc's AI-driven administrative benefits for medical offices to capture the underserved practice management segment.

Strengthen the 'Insurance-First' narrative within the mental health niche to improve persona-specific mention rates.

Capitalize on the existing 'Trust' moat to expand into more complex medical referral queries where competitors like UW Medicine currently compete.

Highest-Impact Actions

Develop and index B2B-focused content centered on 'AI for medical office efficiency' and 'reducing phone volume'.

Zocdoc currently ranks poorly (#7 to #11) for practice management queries, missing the opportunity to capture providers looking for administrative AI solutions.

Launch a mental-health-specific 'Insurance-First' landing page strategy optimized for LLM training data.

The Mental Health Advocate persona has the lowest visibility (75%), and targeted content will help bridge the gap to match the 100% visibility seen in other segments.

Reinforce 'Provider Verification' authority through white papers on verification protocols.

This is Zocdoc's strongest area; maintaining these #1 rankings is critical to fending off Healthgrades, which has higher overall volume but lower trust-specific positioning.

Value Proposition

Book local doctors who take your insurance instantly online, with access to verified patient reviews and same-day or next-day appointments across thousands of providers.

Overview

Mission

Transform healthcare for everyone by making it easier for patients to find and book care with providers who accept their insurance.

Products & Services

Online doctor and dentist appointment bookingInsurance verification and in-network provider matchingVerified patient reviews platformZocdoc mobile app for appointment managementZo AI phone assistant for healthcare practices

Current State

Visibility Landscape

A high-level view of how Zocdoc performs across AI platforms, broken down by strategic priority level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Brand recognition & direct queries	97	97	97	97
“What do you know about Zocdoc? What do they do and what's their reputation?”	#1	#1	#1	#1
Core4q Product/service category queries	96	96	93	95
“i'm in seattle and need to see a doctor today for a sinus infection, what's the best way to find someone with an open slot”	#2	#1	#2	#2
“how can i find a therapist who actually takes my insurance without spending hours on the phone calling offices”	#1	#2	#4	#3
“what are the most reliable sites for finding doctors with verified patient reviews and ratings”	#1	#1	#1	#1
“help me find a dentist in dallas that has appointments available this weekend, specific booking sites please”	#1	#1	#2	#1
Growth Areas1q Adjacent, aspirational & visionary	79	88	79	85
“my medical office is getting too many phone calls, what AI tools can help manage the phones and schedule patients”	#7	#4	#7	#5

“What do you know about Zocdoc? What do they do and what's their reputation?”

“i'm in seattle and need to see a doctor today for a sinus infection, what's the best way to find someone with an open slot”

“how can i find a therapist who actually takes my insurance without spending hours on the phone calling offices”

“what are the most reliable sites for finding doctors with verified patient reviews and ratings”

“help me find a dentist in dallas that has appointments available this weekend, specific booking sites please”

“my medical office is getting too many phone calls, what AI tools can help manage the phones and schedule patients”

Competitive Landscape

Zocdoc

40 mentions

Healthgrades

13 mentions

UnitedHealthcare

12 mentions

ZoomCare

10 mentions

Cigna

10 mentions

Doctor on Demand

9 mentions

UW Medicine

8 mentions

MDLive

8 mentions

Psychology Today

8 mentions

Vitals

8 mentions

Teladoc

7 mentions

Analysis

Insights & Recommended Actions

What's working, what's not, and specific steps to improve Zocdoc's AI visibility.

Key Findings

Strength

Absolute dominance in 'Trust & Provider Verification' queries, maintaining #1 rankings across ChatGPT, Claude, Gemini, and AI Overviews.

Strength

Perfect 100% mention rate among Relocated Urban Professionals with highly competitive average positioning.

Strength

Exceptional brand sentiment and recall, evidenced by unanimous #1 rankings in brand vibe checks.

Recommended Actions

Develop and index B2B-focused content centered on 'AI for medical office efficiency' and 'reducing phone volume'.

Zocdoc currently ranks poorly (#7 to #11) for practice management queries, missing the opportunity to capture providers looking for administrative AI solutions.

Launch a mental-health-specific 'Insurance-First' landing page strategy optimized for LLM training data.

The Mental Health Advocate persona has the lowest visibility (75%), and targeted content will help bridge the gap to match the 100% visibility seen in other segments.

Reinforce 'Provider Verification' authority through white papers on verification protocols.

This is Zocdoc's strongest area; maintaining these #1 rankings is critical to fending off Healthgrades, which has higher overall volume but lower trust-specific positioning.

Programmatic Testing

Sample Conversations

We programmatically analyze questions that real customers are asking to AI agents and chatbots, extract brand mentions and sentiment, analyze every response, and synthesize the data into an action plan to increase AI visibility.

ChatGPT

Claude

Gemini

AI Overviews

Seamless Healthcare Discovery(2 queries)

“i'm in seattle and need to see a doctor today for a sinus infection, what's the best way to find someone with an open slot”

2/4 platforms mentioned

Core

ChatGPT

1.Teladoc

2.Doctor on Demand

3.Amwell

4.ZoomCare Virtual

5.UW Medicine ExpressCare

8.Zocdoc

+13 more

Claude

1.Harborview Urgent Care

2.Swedish First Hill Urgent Care

3.UW Medicine Urgent Care

4.Amazon Clinic

5.Teladoc

+4 more

Gemini

1.Solv Health

2.Zocdoc

3.ZoomCare

4.MultiCare Indigo Urgent Care

5.CityMD

+8 more

AI Overviews

1.ZoomCare

2.MultiCare Indigo Urgent Care

3.UW Medicine Urgent Care

4.Swedish Urgent Care

5.Swedish Health Services

“help me find a dentist in dallas that has appointments available this weekend, specific booking sites please”

4/4 platforms mentioned

Core

The Relocated Urban Professional · Senior Product Designer

ChatGPT

1.Zocdoc

2.Solv

3.SolvHealth

4.1-800-DENTIST

5.Aspen Dental

+4 more

Claude

1.Zocdoc.com

2.Healthgrades.com

3.Getcarehere.com

4.Dentalplans.com

5.Zocdoc

+1 more

Gemini

1.Blue Cross Blue Shield of Texas

2.BCBSTX

3.Zocdoc

4.Opencare

5.Ideal Dental

+2 more

AI Overviews

1.Zocdoc

2.Opencare

3.Mylo Dental Studio

4.Gateway Dental

5.NexHealth

+3 more

Source Intelligence

Citations

The sources AI platforms cite when recommending this brand. Pendium reverse-engineers what's already proven to be catnip to AI agents, then engineers content that fills gaps and helps agents do their job — which means more citations for you.

Urgent Care & Walk-In Clinics | Seattle, WA - UW Medicine

uwmedicine.org

Zocdoc

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Healthcare Technology

Start gettingrecommended by AI.

Frequently asked questions

Zocdoc

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Healthcare Technology

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.