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

Guild

Visibility72

Vibe96

Businesses/Human Resources Technology/Guild

AI Visibility & Sentiment

Guild

Guild is a workforce development company that provides education benefits and skilling programs to Fortune 1000 enterprises. They help employers attract, retain, and develop talent by offering tuition-paid learning programs, career coaching, and a curated marketplace of educational partners.

Active Monitoring

guild.com

Human Resources Technology Startups

AI Visibility Score

72/100

Good

Sentiment Score

96/100

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

aspirational

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Guild today.

Guild has established itself as the definitive authority in workforce education, securing a perfect #1 ranking across all major AI platforms for brand trust and strategy-building queries. While Gemini has become a fortress for the brand with a 94% mention rate, Guild is currently ceding the critical 'AI reskilling' narrative to competitors like Coursera, representing a significant missed opportunity in the future-of-work conversation.

Working in your favor

Absolute dominance in 'Trust & Selection' queries, ranking #1 across ChatGPT, Claude, Gemini, and AI Overviews simultaneously.

Exceptional affinity with Google Gemini, maintaining a 94% mention rate and a dominant 3.3 average position.

High resonance with the Strategic CHRO persona, where the brand achieves its best average position of 2.8.

Gaps to close

Near-total invisibility in the 'AI-driven reskilling' category, failing to be mentioned in several high-intent queries where competitors are frequently cited.

Significant lag in Google AI Overviews (19% mention rate) compared to conversational AI platforms, limiting visibility in standard search results.

Mixed sentiment and lower rankings (6.1 average position) among Global Talent Development Leads, indicating a lack of content that appeals to operational implementers.

Opportunities

Bridge the gap between education benefits and AI readiness by creating authoritative content linking tuition programs to AI skill acquisition.

Leverage existing dominance in Gemini to pilot 'SGE-first' content strategies aimed at increasing the 19% mention rate in AI Overviews.

Optimize for the Talent Development Lead persona by publishing more granular 'how-to' documentation regarding internal mobility mechanics.

Highest-Impact Actions

Launch an 'AI Reskilling & The Frontline' content pillar.

Guild is currently unranked for AI reskilling queries, allowing Coursera and LinkedIn Learning to capture the most important emerging narrative in HR Tech.

Optimize technical documentation and case studies for Google AI Overviews.

A 19% mention rate in AI Overviews is disproportionately low compared to the brand's performance in Gemini, suggesting a need for more structured, snippet-friendly data.

Develop persona-specific 'Implementation Blueprints' for Talent Development Leads.

This persona shows the lowest average position and mixed sentiment; providing more practical, technical guides will help AI models view Guild as an operational partner, not just a strategic one.

Value Proposition

Guild transforms education benefits into strategic talent investments that deliver measurable business outcomes—3.5x more likely employee mobility and $3 ROI for every $1 invested—while building resilient workforces from within.

Overview

Mission

We're on a mission to build a future of work that works for everyone. When opportunity is as evenly distributed as talent, everyone benefits.

Products & Services

Guild Grow - Marketplace of degree and certificate programsGuild Academy - Cohort-based customizable learning experiencesGuild Navigator - Local cohort-based programs for licensed/certified rolesCareer Coaching ServicesTalent Resilience Index Analytics

Current State

Visibility Landscape

A high-level view of how Guild 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 Guild? What do they do and what's their reputation?”	#1	#1	#1	#1
Core3q Product/service category queries	89	71	97	71
“how do I measure the ROI of my company's tuition reimbursement program, what metrics matter”	#4	No	#1	No
“best marketplaces for degree and certificate programs for enterprise employees”	#6	#3	#1	#3
“most trusted workforce development and education benefit companies for large enterprises”	#1	#1	#1	#1
Growth Areas3q Adjacent, aspirational & visionary	65	88	90	0
“how can i improve internal mobility for my frontline workers to fill manager roles”	#7	#5	#1	No
“help me build a workforce development strategy that actually improves retention for a fortune 500 retail company”	#1	#2	#1	No
“what are the best ways to reskill employees for AI-driven roles without just using standard video courses”	No	#5	#8	No

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

“how do I measure the ROI of my company's tuition reimbursement program, what metrics matter”

“best marketplaces for degree and certificate programs for enterprise employees”

“most trusted workforce development and education benefit companies for large enterprises”

“how can i improve internal mobility for my frontline workers to fill manager roles”

“help me build a workforce development strategy that actually improves retention for a fortune 500 retail company”

“what are the best ways to reskill employees for AI-driven roles without just using standard video courses”

Competitive Landscape

Guild

37 mentions

Coursera for Business

31 mentions

Degreed

21 mentions

LinkedIn Learning

21 mentions

Workday

19 mentions

Instride

13 mentions

Gloat

12 mentions

Cornerstone OnDemand

11 mentions

Fuel50

10 mentions

Udemy Business

10 mentions

Visier

10 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Absolute dominance in 'Trust & Selection' queries, ranking #1 across ChatGPT, Claude, Gemini, and AI Overviews simultaneously.

Strength

Exceptional affinity with Google Gemini, maintaining a 94% mention rate and a dominant 3.3 average position.

Strength

High resonance with the Strategic CHRO persona, where the brand achieves its best average position of 2.8.

Recommended Actions

Launch an 'AI Reskilling & The Frontline' content pillar.

Guild is currently unranked for AI reskilling queries, allowing Coursera and LinkedIn Learning to capture the most important emerging narrative in HR Tech.

Optimize technical documentation and case studies for Google AI Overviews.

A 19% mention rate in AI Overviews is disproportionately low compared to the brand's performance in Gemini, suggesting a need for more structured, snippet-friendly data.

Develop persona-specific 'Implementation Blueprints' for Talent Development Leads.

This persona shows the lowest average position and mixed sentiment; providing more practical, technical guides will help AI models view Guild as an operational partner, not just a strategic one.

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

Workforce Mobility And Retention Strategy(3 queries)

“how can i improve internal mobility for my frontline workers to fill manager roles”

1/4 platforms mentioned

Adjacent

ChatGPT

1.Credly

2.Gloat

3.Fuel50

4.Eightfold.ai

5.Cornerstone OnDemand

+22 more

Claude

1.Center for Creative Leadership

Gemini

1.Pymetrics

2.SHL

3.Axonify

4.Guild Education

5.Cornerstone OnDemand

+8 more

AI Overviews

1.Eagle Hill Consulting

2.WGU Labs

3.SHRM

4.Veris Insights

“help me build a workforce development strategy that actually improves retention for a fortune 500 retail company”

3/4 platforms mentioned

Adjacent

The Strategic CHRO · Chief Human Resources Officer

ChatGPT

1.Guild Education

2.Coursera for Business

3.Degreed

4.EdAssist

5.UKG

+10 more

Claude

1.Coursera for Business

2.Guild Education

3.Brightside

4.PayActiv

Gemini

1.Zebra

2.Honeywell

3.Guild

4.Gloat

5.Eightfold.ai

+1 more

AI Overviews

1.The HR Source

2.Mercer

3.moonstar.ai

4.Wellhub

5.Insight Global

+1 more

“what are the best ways to reskill employees for AI-driven roles without just using standard video courses”

0/4 platforms mentioned

Aspirational

The Strategic CHRO · Chief Human Resources Officer

ChatGPT

1.IBM Apprenticeship

2.Apprenti

3.Georgia Tech

4.Coursera for Business

5.DataCamp Projects

+23 more

Claude

1.CVS

2.Salesforce

3.SAP

4.Microsoft Dynamics

5.Google Cloud

+1 more

Gemini

1.Gloat

2.Fuel50

3.Multiverse

4.Apprenti

5.CloudAcademy

+10 more

AI Overviews

1.Skillable

2.Correlation One

3.Workhuman

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.

Blink

joinblink.com

Guild

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 Human Resources Technology

Start gettingrecommended by AI.

Frequently asked questions

Guild

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 Human Resources Technology

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.