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

Pantheon

Visibility67

Vibe100

Businesses/Technology/Pantheon

AI Visibility & Sentiment

Pantheon

Pantheon is a WebOps platform that provides integrated operations, workflow, and governance for WordPress, Drupal, and Next.js websites. The platform enables organizations to build, launch, and manage exceptional web experiences at scale with enterprise-grade security and performance.

Active Monitoring

pantheon.io

Technology Startups

AI Visibility Score

67/100

Good

Sentiment Score

100/100

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 Pantheon today.

Pantheon has established a dominant footprint within Claude, where its 73% mention rate and elite 2.4 average position underscore a significant competitive advantage in high-intent technical evaluations. While the brand is the go-to recommendation for Higher Ed digital strategists, there is a critical visibility gap in enterprise reliability and performance queries where it currently remains invisible to AI models.

Working in your favor

Market-leading performance on Claude with a 73% mention rate and a top-tier average position of 2.4.

Dominance in the 'Higher Ed Digital Strategist' persona, achieving a 69% visibility rate and a 2.2 average position.

High-ranking authority for 'Multi-site Management and Governance' queries, often securing the #1 or #2 spot on Claude and AI Overviews.

Gaps to close

Total absence in 'Enterprise CMS Reliability and Performance' queries, allowing competitors to claim the narrative on stability.

Relatively low mention rate on Gemini (47%) and AI Overviews (40%) compared to Claude performance.

Underperformance with the 'Scaling SaaS Marketing Head' persona, where mention rates drop to 45%.

Opportunities

Translate Claude's high-trust indexing into better performance on Gemini by mirroring the technical depth Claude rewards.

Capture the 'Enterprise Reliability' narrative by optimizing content for queries related to scaling and infrastructure stability.

Leverage the brand's #1 position in AI Overviews for 'Enterprise Platform Evaluation' to drive traffic to high-conversion case studies.

Highest-Impact Actions

Develop and index technical documentation specifically targeting 'Enterprise CMS Reliability' and 'Performance' keywords.

Pantheon was not mentioned in this category despite being an enterprise platform; this is a clear vacancy that competitors are currently filling.

Optimize site architecture and content for Google's AI Overviews to improve the current 40% mention rate.

AI Overviews currently show Pantheon at a #1.8 average position when mentioned, meaning visibility is elite when it occurs but occurs too infrequently.

Create persona-specific landing pages for 'Scaling SaaS Marketing' leaders that focus on speed-to-market and agility.

This persona is Pantheon's weakest segment at 45% visibility, representing a significant untapped market for the WebOps value proposition.

Value Proposition

All-in-one website operations platform that simplifies the complexity of managing WordPress, Drupal, and Next.js sites by combining hosting, workflow automation, and governance tools so teams can focus on creating exceptional digital experiences.

Overview

Mission

To help organizations run exceptional web experiences on one platform, enabling agile teams to deliver fast launches and easy maintenance.

Products & Services

WordPress hosting and managementDrupal hosting and managementNext.js hosting and managementWebsite operations automationMulti-site governance and security

Current State

Visibility Landscape

A high-level view of how Pantheon 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 Pantheon? What do they do and what's their reputation?”	#1	#1	#1	#1
Core5q Product/service category queries	62	93	64	55
“how do i manage 50+ drupal sites across different university departments without losing my mind, any platform recommendations?”	#2	#1	#1	#1
“we want to move our wordpress site to a more modern headless setup with next.js, what platforms should we use to host both?”	#8	#2	#5	No
“most trusted enterprise webops platforms for large organizations that need high uptime”	No	#5	No	#1
“help me set up a centralized web management system for a government agency with high security and compliance needs”	—	#1	No	No
“find me a way to sync updates across hundreds of wordpress sites at once so they all stay secure”	—	#2	#2	No
Growth Areas1q Adjacent, aspirational & visionary	0	0	0	0
“best accounting solutions for agencies that have outgrown basic wordpress hosting, what are the top enterprise options?”	No	No	No	No

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

“how do i manage 50+ drupal sites across different university departments without losing my mind, any platform recommendations?”

“we want to move our wordpress site to a more modern headless setup with next.js, what platforms should we use to host both?”

“most trusted enterprise webops platforms for large organizations that need high uptime”

“help me set up a centralized web management system for a government agency with high security and compliance needs”

—

“find me a way to sync updates across hundreds of wordpress sites at once so they all stay secure”

—

“best accounting solutions for agencies that have outgrown basic wordpress hosting, what are the top enterprise options?”

Competitive Landscape

Pantheon

28 mentions

Drupal

16 mentions

Acquia

15 mentions

WP Engine

14 mentions

Cloudflare

11 mentions

Git

10 mentions

Platform.sh

10 mentions

GitHub Actions

10 mentions

AWS

9 mentions

Netlify

9 mentions

Kinsta

8 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Market-leading performance on Claude with a 73% mention rate and a top-tier average position of 2.4.

Strength

Dominance in the 'Higher Ed Digital Strategist' persona, achieving a 69% visibility rate and a 2.2 average position.

Strength

High-ranking authority for 'Multi-site Management and Governance' queries, often securing the #1 or #2 spot on Claude and AI Overviews.

Recommended Actions

Develop and index technical documentation specifically targeting 'Enterprise CMS Reliability' and 'Performance' keywords.

Pantheon was not mentioned in this category despite being an enterprise platform; this is a clear vacancy that competitors are currently filling.

Optimize site architecture and content for Google's AI Overviews to improve the current 40% mention rate.

AI Overviews currently show Pantheon at a #1.8 average position when mentioned, meaning visibility is elite when it occurs but occurs too infrequently.

Create persona-specific landing pages for 'Scaling SaaS Marketing' leaders that focus on speed-to-market and agility.

This persona is Pantheon's weakest segment at 45% visibility, representing a significant untapped market for the WebOps value proposition.

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

Multi Site Management And Governance(3 queries)

“how do i manage 50+ drupal sites across different university departments without losing my mind, any platform recommendations?”

4/4 platforms mentioned

Core

ChatGPT

1.Composer

2.Drush

3.Git

4.Acquia Site Factory

5.Pantheon

+38 more

Claude

1.Acquia Cloud

2.Pantheon

3.Platform.sh

4.Kubernetes

5.DigitalOcean

+7 more

Gemini

1.Drupal

2.Git

3.Jenkins

4.GitLab CI/CD

5.GitHub Actions

8.Pantheon

+15 more

AI Overviews

1.Acquia Site Factory

2.Pantheon Custom Upstreams

3.Aegir Hosting System

4.Pantheon

5.Pantheon.io

+8 more

“help me set up a centralized web management system for a government agency with high security and compliance needs”

0/3 platforms mentioned

Core

The Enterprise IT Governance Lead · Director of IT Governance & Infrastructure

Claude

1.Acquia Cloud Government

2.WordPress VIP Government

3.Sitecore Experience Cloud

4.Cloudflare

5.Acquia

+1 more

Gemini

1.Drupal

2.Cloudflare

3.AWS WAF

4.Amazon Web Services

5.Application Load Balancer

+23 more

AI Overviews

1.wiz.io

2.cloud.gov

3.Azure Front Door

4.Salesforce Government Cloud

5.Microsoft Dynamics 365 US Government

+6 more

“find me a way to sync updates across hundreds of wordpress sites at once so they all stay secure”

2/3 platforms mentioned

Core

The Enterprise IT Governance Lead · Director of IT Governance & Infrastructure

Claude

1.Acquia

2.Pantheon

3.WP Engine

4.WordPress VIP Go

5.AWS

+7 more

Gemini

1.WP Engine

2.Kinsta

3.Pantheon

4.Drupal

5.Acquia Cloud Platform

+7 more

AI Overviews

1.InstaWP

2.ManageWP

3.MainWP

4.InfiniteWP

5.WP Umbrella

+5 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.

Pantheon.io

pantheon.io

Pantheon

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 Technology

Start gettingrecommended by AI.

Frequently asked questions

Pantheon

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 Technology

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.