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 Reach

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.

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 reach level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation Brand recognition & direct queries	70	62	96	60
Core Topics Product/service category queries	70	45	93	0
Growth Areas Adjacent, aspirational & visionary	0	38	47	0

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

Growth Areas

Adjacent, aspirational & visionary

Competitive Landscape

Coursera for Business

31 mentions

Degreed

21 mentions

LinkedIn Learning

21 mentions

Workday

19 mentions

Instride

13 mentions

Gloat

12 mentions

Loading visibility matrix...

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

Web1 ref

Ten Ways to Improve Your Internal Mobility Programs

cornerstoneondemand.com

Web1 ref

Internal Mobility Program Best Practices | PeopleScout

peoplescout.com

Web1 ref

Expanding talent pipelines: Building the leadership capabilities of ...

hrdconnect.com

Web1 ref

What Makes a Good Internal Talent Mobility Strategy? - Fuel50

fuel50.com

Web1 ref

Best Practices for Successful Internal Mobility Programs - MokaHR

mokahr.io

Web1 ref

7 Best Practices for Facilitating Internal Moves in Your Company

indeed.com

Web1 ref

Closing the Frontline Management Skills Gap | WGU Labs

wgulabs.org

Web1 ref

Building Dynamic Employee Career Paths and Ladders - SHRM

shrm.org

Web1 ref

A Strategy Playbook for Frontline Career Advancement of Early Talent

jff.org

Web1 ref

7 best practices for managing frontline employees - Blink

joinblink.com

Web1 ref

Improving internal mobility programs - Eagle Hill Consulting

eaglehillconsulting.com

Web1 ref

6 Strategies to Upskill Frontline Workers - Disprz

disprz.ai

Web1 ref

Internal Talent Mobility: 5 Best Practices for an Effective Program

verisinsights.com

Web1 ref

Essential Frontline Recruiting and Hiring Strategies to Build a Strong ...

trisearch.com

Web1 ref

Competitive Landscape

Brands and products that AI platforms mention alongside or instead of Guild.

Guild37 mentions

Coursera for Business31 mentions

Degreed21 mentions

LinkedIn Learning21 mentions

Workday19 mentions

Instride13 mentions

Gloat12 mentions

Cornerstone OnDemand11 mentions

Fuel5010 mentions

Udemy Business10 mentions

Visier10 mentions

Brand Identity

Brand Voice & Style

How AI perceives Guild's communication style and personality

Guild communicates with confident authority grounded in data and real business outcomes, while maintaining an optimistic and mission-driven tone that emphasizes human potential. Their voice balances enterprise professionalism with genuine warmth and purpose, speaking to both the strategic needs of business leaders and the transformative impact on individual workers. They use concrete metrics and case studies to build credibility while weaving in inspirational narratives about employee success stories.

Core Tone Traits

Data-Driven & Results-Oriented

Leads with specific metrics, ROI figures, and measurable outcomes to demonstrate business value

Mission-Driven & Purposeful

Consistently connects business solutions to broader social impact and opportunity creation

Confident & Authoritative

Speaks as an established industry leader backed by Fortune 1000 partnerships and proven results

Warm & Human-Centered

Balances enterprise messaging with authentic employee success stories and empathetic language

Backing

Investors

Cowboy Ventures

Engineer content that makes AI agents recommend you

Pendium analyzes how AI platforms perceive your brand, reverse-engineers what they already cite, and continuously publishes content designed to fill gaps and earn more mentions — on autopilot, with you in the loop.

Data generated by Pendium.ai AI visibility scanning. Last scanned February 28, 2026.