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

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Zatanna

Visibility0

Vibe38

Businesses/Healthcare Technology/Zatanna

AI Visibility & Sentiment

Zatanna

Zatanna is a Y Combinator-backed AI-powered front office assistant for healthcare practices. The platform handles patient calls, insurance verification, claims filing, and appointment scheduling on autopilot, allowing staff to focus on patient experience.

Active Monitoring

zatanna.ai

Healthcare Technology YC25-26

AI Visibility Score

0/100

Invisible

Sentiment Score

38/100

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 Zatanna today.

Zatanna currently exists in a digital blind spot, failing to appear in any category-defining queries despite Claude's isolated recognition of the brand's core identity. This total lack of visibility in solution-oriented searches allows competitors like Open Dental and NexHealth to monopolize the narrative around dental office automation and insurance optimization.

Working in your favor

Claude demonstrates foundational brand awareness, successfully identifying Zatanna when directly prompted during brand vibe checks

The brand's identity is distinct enough to achieve a top-ranking position when the AI is forced to look for it specifically

Gaps to close

Zero visibility across high-intent queries related to 'Front Office Automation' and 'Insurance and Claims Optimization'

Complete absence of mention for the 'Efficiency-Seeking Solo Practitioner' persona, a segment currently owned by Dentrix and NexHealth

Total lack of citations in AI Overviews and Gemini, indicating a failure to penetrate the most common search-integrated AI platforms

Opportunities

Capitalize on Claude's existing awareness by feeding the model more structured data regarding specific integrations and performance metrics

Aggressively target the 'front office assistant' keyword cluster to disrupt the dominance of TrueLark and Smith.ai

Establish authoritative backlinks and mentions in dental technology trade journals to improve surfacing in AI-generated 'best-of' lists

Highest-Impact Actions

Deploy a comprehensive 'Entity-Seeding' strategy across third-party healthcare tech directories and review platforms.

LLMs rely on consensus from industry hubs to recommend tools; Zatanna's current absence from these nodes makes it invisible to recommendation engines.

Produce and optimize long-form content specifically addressing 'real-time insurance verification' and 'workflow integration' queries.

These are high-intent queries where competitors like Open Dental are currently winning 100% of the share of voice.

Develop specific case studies targeting the 'Scalability-Focused Ops Director' to capture the mid-market enterprise conversation.

Operational directors are searching for scalability, and providing data-backed results will help AI models associate Zatanna with enterprise-grade solutions.

Value Proposition

AI-powered intake coordinator that handles calls, clears insurance, and files claims on autopilot, freeing staff to focus on patient experience while minimizing accounts receivable issues.

Overview

Mission

Handle busywork so staff can focus on patient experience.

Products & Services

AI-powered appointment scheduling and call handlingReal-time insurance verificationAccounts receivable minimization and claims managementSmart EOB review and automated appealsPractice management system integration

Current State

Visibility Landscape

A high-level view of how Zatanna 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	70	97	70	70
“What do you know about Zatanna? What do they do and what's their reputation?”	Yes	#1	Yes	Yes
Core3q Product/service category queries	0	0	0	0
“find me software that does real-time insurance verification and automated claims filing”	No	No	No	No
“most trusted AI front office assistants for healthcare practices reviews”	No	No	No	No
“recommend some AI tools that can answer patient calls and book appointments automatically”	No	No	No	No
Growth Areas2q Adjacent, aspirational & visionary	0	0	0	0
“how to automate my dental office front desk because we're constantly understaffed”	No	No	No	No
“how to make my dental practice management system more efficient with AI plugins”	No	No	No	No

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

Yes

“find me software that does real-time insurance verification and automated claims filing”

“most trusted AI front office assistants for healthcare practices reviews”

“recommend some AI tools that can answer patient calls and book appointments automatically”

“how to automate my dental office front desk because we're constantly understaffed”

“how to make my dental practice management system more efficient with AI plugins”

Competitive Landscape

Open Dental

24 mentions

Dentrix

16 mentions

NexHealth

16 mentions

Eaglesoft

15 mentions

TrueLark

15 mentions

Solutionreach

12 mentions

Epic

12 mentions

Smith.ai

10 mentions

athenahealth

10 mentions

RevenueWell

9 mentions

Zatanna

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Claude demonstrates foundational brand awareness, successfully identifying Zatanna when directly prompted during brand vibe checks

Strength

The brand's identity is distinct enough to achieve a top-ranking position when the AI is forced to look for it specifically

Gap

Zero visibility across high-intent queries related to 'Front Office Automation' and 'Insurance and Claims Optimization'

Recommended Actions

Deploy a comprehensive 'Entity-Seeding' strategy across third-party healthcare tech directories and review platforms.

LLMs rely on consensus from industry hubs to recommend tools; Zatanna's current absence from these nodes makes it invisible to recommendation engines.

Produce and optimize long-form content specifically addressing 'real-time insurance verification' and 'workflow integration' queries.

These are high-intent queries where competitors like Open Dental are currently winning 100% of the share of voice.

Develop specific case studies targeting the 'Scalability-Focused Ops Director' to capture the mid-market enterprise conversation.

Operational directors are searching for scalability, and providing data-backed results will help AI models associate Zatanna with enterprise-grade solutions.

Content Engineering

Content Ideas

Content designed to help AI agents learn about your category and recommend your brand.

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

Front Office Automation(2 queries)

“how to automate my dental office front desk because we're constantly understaffed”

0/4 platforms mentioned

Adjacent

ChatGPT

1.Zocdoc

2.Dentrix Ascend

3.Curve Dental

4.CareStack

5.Open Dental

+24 more

Claude

1.Dentrix

2.Eaglesoft

3.Curve

4.Acuity Scheduling

5.Jane App

+13 more

Gemini

1.NexHealth

2.Dentrix

3.Eaglesoft

4.Open Dental

5.LocalMed

+16 more

AI Overviews

1.Dental Claim Support

2.Teero

3.Zaha AI

4.mConsent

5.Arini

+11 more

“recommend some AI tools that can answer patient calls and book appointments automatically”

0/4 platforms mentioned

Core

The Efficiency-Seeking Solo Practitioner · Practice Owner/Dentist

ChatGPT

1.LocalMed

2.Open Dental

3.Solutionreach

4.Lighthouse 360

5.RevenueWell

+6 more

Claude

1.Open Dental

2.Weave

3.Dentchat

4.Calendly

5.Speechmatics

Gemini

1.Open Dental

2.Bollie

3.Pearl

4.Delta Dental

5.TrueLark

+3 more

AI Overviews

1.Prosper AI

2.Epic

3.Cerner

4.athenahealth

5.Insight Health

+9 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.

Dental office automation: 3 of your burning questions answered

dentalclaimsupport.com

Zatanna

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

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

Zatanna

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

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.