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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Noyo

Visibility47

Vibe97

Businesses/Insurance Technology (InsurTech)/Noyo

AI Visibility & Sentiment

Noyo

Noyo is a benefits technology company that provides a unified operating system for employee benefits administration. They connect benefits administration software with insurance carriers through modern APIs, enabling real-time enrollment, data management, and reconciliation across the benefits ecosystem.

Active Monitoring

noyo.com

Insurance Technology (InsurTech)Startups

AI Visibility Score

47/100

Moderate

Sentiment Score

97/100

AI Perception

Summary

Noyo has achieved a dominant status within Google Gemini, where it holds a near-perfect position as the top-ranked solution for API-first benefits infrastructure. However, this technical authority has not yet translated into the enterprise sector, leaving a significant opening for competitors like Ideon to capture the high-value 'Infrastructure Modernization' narrative.

Value Proposition

The industry's first unified benefits operating system that replaces manual EDI processes with real-time API connections, enabling faster carrier connectivity, seamless enrollment, and automated reconciliation.

Overview

Mission

We envision a world where people are always connected to their benefits through simpler data, seamless connections, and more transparent systems.

Products & Services

BenefitsOS - Unified benefits operating systemNoyo Carrier Network - On-demand carrier connectionsMember Enrollment APIReconciliation & Audit ToolsNoyo Advisory - API strategy consulting

Agent Breakdown

AI Platforms

How often do different AI platforms reference Noyo?

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Conversation Analysis

Topics

What conversations is Noyo included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Noyo to, and when?

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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

Infrastructure Modernization(3 queries)

“how to move from legacy EDI to APIs for health insurance enrollment”

0/4 platforms mentioned

ChatGPT

1.Apigee

2.AWS API Gateway

3.Azure API Management

4.Kafka

5.RabbitMQ

+27 more

Claude

1.MuleSoft

2.Apigee

3.AWS API Gateway

4.Kong

5.Boomi

+2 more

Gemini

1.Apigee

2.Google Cloud

3.MuleSoft Anypoint Platform

4.Kong Gateway

5.InterSystems IRIS for Health

+9 more

AI Overviews

1.The HR Gazette

“build a modern tech stack for a new benefits administration platform”

2/3 platforms mentioned

Claude

1.FastAPI

2.Node.js

3.Express

4.OpenAPI

5.Swagger

14.Noyo

+42 more

Gemini

1.Noyo

2.Ideon

3.Finch

4.Go (Golang)

5.Node.js

+20 more

AI Overviews

1.Asure Software

2.Roadmap.sh

3.Next.js

4.React

5.Tailwind CSS

+15 more

“best api-first solutions for managing group benefits data”

3/4 platforms mentioned

ChatGPT

1.Noyo

2.Ideon

3.PlanSource

4.Benefitfocus

5.bswift

+16 more

Claude

1.Noyo

2.Ideon

3.Stride Health

4.Catch

5.Catch Benefits

+3 more

Gemini

1.Noyo

2.Ideon

3.Finch

4.Noyo Sync

5.Vericred

+2 more

AI Overviews

1.Ideon

2.Zywave Group Benefits Quoting API

3.Bindbee

4.WTW

5.Willis Towers Watson

+12 more

Streamlining Carrier Connectivity(1 query)

“easiest way to connect an hr software to multiple insurance carriers at once”

1/4 platforms mentioned

ChatGPT

1.Benefitfocus

2.bswift

3.PlanSource

4.Ease

5.Employee Navigator

+16 more

Claude

1.ADP Workforce Now

2.Workday

3.BambooHR

4.Guidepoint

5.Catch

+4 more

Gemini

1.Noyo

2.Ideon

3.Finch

4.Employee Navigator

5.Ease

+7 more

AI Overviews

1.Employee Navigator

2.Finch

3.Rippling

4.ADP

5.Unum

Operational Accuracy & Data Audit(1 query)

“best tools for auditing and reconciling insurance member data automatically”

0/4 platforms mentioned

ChatGPT

1.Reltio

2.Stibo Systems

3.STEP

4.Informatica MDM

5.Tamr

+46 more

Claude

1.Conduent

2.Optum

3.United Healthcare

4.Trizetto

5.Cognizant

+7 more

Gemini

1.Tabulera

2.Certifi

3.William

4.Ideon

5.Vericred

+11 more

AI Overviews

1.Tabulera

2.Reveleer

3.Beneration

4.Grayscale

5.AdminaHealth

+17 more

InsurTech Category Comparison & Trust(1 query)

“most reliable api-based insurance infrastructure providers for startups”

0/4 platforms mentioned

ChatGPT

1.Cover Genius

2.XCover

3.Sure

4.Zego

5.Slice Labs

+16 more

Claude

1.Insuro

2.Lemonade

3.Stripe Insurance

4.Stripe

5.Wefox

+10 more

Gemini

1.Boost Insurance

2.Boost

3.AM Best

4.Root Enterprise

5.Root

+13 more

AI Overviews

1.Boost Insurance

2.Sure

3.Coterie Insurance

4.Ideon

5.Bestow

+2 more

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

Absolute dominance on Gemini with an 80% mention rate and an average position of 1.5.

Strength

High resonance with 'The Scaling Startup Product Manager' (83%) and 'HR Tech Platform Architect' (77%) personas.

Strength

Clear winner for specific high-intent queries like 'best api-first solutions for managing group benefits data' across multiple platforms.

Gap

Significant invisibility in 'Infrastructure Modernization' and 'Category Comparison' queries, where Noyo was frequently not mentioned at all.

Gap

Weak performance in Google AI Overviews (20% mention rate), missing critical real estate for broad search visibility.

Gap

Underperforming with 'The Enterprise Carrier Operations Lead' persona compared to developer-centric roles.

Opportunity

Displace Ideon's lead in raw citations by publishing more comparative 'Modern vs Legacy' technical documentation.

Opportunity

Capitalize on existing positive sentiment to expand into 'Operational Accuracy & Data Audit' queries where mentions are currently inconsistent.

Opportunity

Leverage current architect-level favorability to influence the broader enterprise procurement cycle.

Technical Health

Site Health for AI Visibility

How well Noyo's website is optimized for AI agent discovery and comprehension.

93/100

20 passed 1 warnings 1 issues

Audited 3/2/2026

Crawlability100

Can AI bots find your pages?

Technical100

SSL, mobile, doctype basics

On-Page SEO84

Titles, descriptions, headings

Content Quality87

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG100

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Critical Issues

Page has no H1 heading

Add a single H1 tag as the main page heading.

Warnings

Meta description may be truncated (211 characters)

Shorten to under 160 characters.

Want a full technical audit with AI-specific recommendations?

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Brand Identity

Brand Voice & Style

How AI perceives Noyo's communication style and personality

Noyo communicates with confident expertise while remaining accessible and forward-thinking. Their voice balances technical credibility with a vision for transforming an outdated industry. They speak directly to the pain points of manual benefits administration while positioning themselves as the clear solution. The tone is professional yet energetic, emphasizing innovation and the promise of a better future for benefits technology.

Core Tone Traits

Confidently Visionary

Speaks with authority about transforming the benefits industry and leading the way forward

Technically Credible

Demonstrates deep expertise in APIs, data infrastructure, and benefits operations

Solution-Oriented

Focuses on solving real pain points like manual processes, EDI files, and enrollment delays

Modern & Progressive

Emphasizes innovation, real-time capabilities, and the future of connected benefits

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of Noyo

Noyo26 mentions

Ideon19 mentions

Rippling13 mentions

Mulesoft12 mentions

Finch10 mentions

AWS10 mentions

ADP9 mentions

React9 mentions

PostgreSQL9 mentions

Gusto8 mentions

Workday8 mentions

Source Intelligence

Citations

Sources that AI assistants cite. Getting featured here improves visibility.

Insurance Eligibility Verification: EDI and API Guide - Invene

https://www.invene.com/blog/insurance-eligibility-verification

Referenced in 1 query

Review

How APIs Are Transforming Employee Benefits Enrollment

https://hr-gazette.com/how-apis-are-transforming-employee-benefits-enrollment/

Referenced in 1 query

Review

Electronic data transfer: How API and EDI can improve ...

https://www.symetra.com/benefitsblog/group-supplemental-health-blog/electronic-data-transfer-how-API-EDI-can-improve-benefits-efficiencies-provide-better-user-experience/

Referenced in 1 query

Review

EDI vs API Integration: Differences, Similarities, and Benefits - Adeptia

https://www.adeptia.com/blog/edi-vs-api-integration

Referenced in 1 query

Review

Comparing EDI vs API integrations for health insurance - Noyo

https://noyo.com/blog/comparing-edi-vs-api-health-insurance-industry

Referenced in 1 query

Review

Why Do We Need APIs in Group Insurance? - Vitech

https://www.vitechinc.com/blog/why-do-we-need-apis-in-group-insurance/

Referenced in 1 query

Review

Bridging the Carrier-Benefits Platform Divide with APIs - Ideon

https://ideonapi.com/resources/blog/bridging-the-carrier-benefits-platform-divide-with-apis/

Referenced in 1 query

Review

Using APIs for EOI and Medical Underwriting Decisions

https://www.prudential.com/employers/group-insurance/industry-insights/eoi-api

Referenced in 1 query

Review

Modernizing Healthcare X12 EDI: Overcoming Legacy ...

https://medium.com/@dblock_67741/modernizing-healthcare-x12-edi-overcoming-legacy-challenges-for-a-more-interoperable-future-d57abf13e57e

Referenced in 1 query

Review

Payer Integration: X12 EDI & CMS-0057-F (FHIR APIs)

https://healthcare.pilotfishtechnology.com/payer-integration-cms-0057-f/

Referenced in 1 query

Review

From legacy systems to modern EDI solutions: A migration guide

https://www.ibm.com/think/insights/edi-solutions

Referenced in 1 query

Review

Bridging the Gap: How Modern APIs are Transforming Healthcare ...

https://www.enter.health/post/modern-apis-transforming-healthcare-interoperability

Referenced in 1 query

Review

Content Engineering

Recommended Actions

Develop and index comprehensive 'EDI to API transition' guides focused on carrier-side modernization.

Noyo is currently 'NOT MENTIONED' in core infrastructure modernization queries, allowing competitors to claim the category leadership role.

Impact: High

Optimize technical documentation for ChatGPT and Claude to improve average rank and mention frequency.

While Gemini is won, Claude and ChatGPT show mention rates under 50%, representing a significant gap in the developer discovery path.

Impact: High

Create content specifically targeting 'Operational Accuracy' and 'Data Reconciliation' use cases.

These are critical pain points for the Enterprise Carrier persona where Noyo's current visibility is fluctuating and inconsistent.

Impact: Medium

Aggressively target Google AI Overviews with structured data and 'Best of' listicle placements.

A 20% mention rate in AI Overviews is a critical bottleneck for a brand positioning itself as the future of insurance infrastructure.

Impact: Medium

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Data generated by Pendium.ai AI visibility scanning. Last scanned March 2, 2026.

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