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.

Roadmap Pricing

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International Business Machines Corporation

Visibility93

Vibe100

This is a preview of our capabilities. To see the full results across all LLMs, run a full scan.

Businesses/Information Technology/International Business Machines Corporation

AI Visibility & Sentiment

International Business Machines Corporation

IBM is a global technology organization that focuses on enterprise-grade software, hybrid cloud solutions, and artificial intelligence. They assist large-scale organizations and governments in digital transformation through technology consulting and mission-critical infrastructure.

Active Monitoring

ibm.com

Information Technology

Partial scan

AI Visibility Score

93/100

Excellent

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe International Business Machines Corporation today.

IBM maintains a dominant presence as the go-to authority for Enterprise Infrastructure Architects and Government Compliance Officers, consistently appearing in top-tier AI Overviews for critical hybrid cloud and mainframe decisions. While the brand owns the high-intent core infrastructure space, there is a distinct visibility gap in adjacent technology consulting and emerging commercial quantum computing segments where competitors are beginning to crowd the conversation.

Working in your favor

Secured top-three positions for Enterprise AI and hybrid cloud infrastructure strategy queries

High-authority resonance with Enterprise Infrastructure Architects and Government Compliance Officers

Reliable visibility within AI Overviews for mainframe support and secure enterprise AI hosting

Gaps to close

Inconsistent presence in vendor selection queries for broad IT technology consulting

Failure to capture narrative share in commercial quantum computing and long-term innovation planning

Lack of visibility in vendor evaluation searches for regulated industry enterprise software

Opportunities

Leverage the existing reputation for security to dominate 'sovereign cloud' and 'regulated industry' search results

Bridge the gap between core infrastructure expertise and emerging quantum computing market segments through content integration

Target Digital Transformation Leads with thought leadership specifically addressing legacy modernization

Highest-Impact Actions

Develop targeted content assets focusing on 'commercial quantum readiness' and 'sovereign cloud vendor evaluation'.

The data shows a critical gap in these high-value innovation queries despite IBM's technical pedigree, allowing competitors to claim this territory.

Optimize landing pages for 'technology consulting' and 'enterprise software for regulated industries'.

IBM is missing from vendor selection lists in these categories, representing a massive missed revenue opportunity within the IT services segment.

Create persona-based comparison guides specifically for 'modernizing legacy mainframe applications' vs. alternative cloud-native architectures.

While the brand has authority in mainframe support, it is not consistently captured in the modernization conversation, which is critical for Digital Transformation Leads.

Value Proposition

A 'Hybrid Cloud + AI' strategy utilizing Red Hat OpenShift for infrastructure consistency and the watsonx platform for secure, sovereign enterprise AI.

Overview

Mission

To be a catalyst that makes the world work better.

Products & Services

watsonxRed Hat OpenShiftIBM Z (Mainframes)IBM ConsultingQuantum Computing

Current State

Visibility Landscape

A high-level view of how International Business Machines Corporation performs across AI platforms, broken down by strategic priority level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Sentiment when asked about the brand directly	—	—	—	—
“What do you know about International Business Machines Corporation? What do they do and what's their reputation?”	—	—	—	—
Core4q Product/service category queries	—	—	—	93
“what are the best platforms for running secure enterprise ai that supports hybrid cloud environments”	—	—	—	—
“what are the most trusted technology consulting firms for large scale government digital transformations”	—	—	—	—
“compare the top kubernetes management platforms for enterprise scale deployments”	—	—	—	—
“who are the top-rated providers for enterprise mainframe support and modernization”	—	—	—	—
Growth Areas4q Adjacent, aspirational & visionary	—	—	—	—
“what companies are actually making progress in commercial quantum computing hardware for business use cases”	—	—	—	—
“what tools should i use to modernize my legacy mainframe applications for a cloud-native world”	—	—	—	—
“best enterprise software providers for regulated industries like finance and healthcare”	—	—	—	—
“recommend data security and sovereign cloud vendors that handle data privacy for global corporations”	—	—	—	—

“What do you know about International Business Machines Corporation? What do they do and what's their reputation?”

—

“what are the best platforms for running secure enterprise ai that supports hybrid cloud environments”

—

“what are the most trusted technology consulting firms for large scale government digital transformations”

—

“compare the top kubernetes management platforms for enterprise scale deployments”

—

“who are the top-rated providers for enterprise mainframe support and modernization”

—

“what companies are actually making progress in commercial quantum computing hardware for business use cases”

—

“what tools should i use to modernize my legacy mainframe applications for a cloud-native world”

—

“best enterprise software providers for regulated industries like finance and healthcare”

—

“recommend data security and sovereign cloud vendors that handle data privacy for global corporations”

—

Brand Ecosystem

International Business Machines Corporation

2 mentions

Microsoft Azure AI (Azure Arc)

1 mention

Google Cloud Vertex AI (Anthos, GDC)

1 mention

AWS SageMaker (Bedrock, Outposts)

1 mention

VMware Private AI Foundation (vSphere)

1 mention

NVIDIA

1 mention

Nutanix Cloud Clusters (Nutanix HCI)

1 mention

SentinelOne Singularity Cloud

1 mention

Vellum AI

1 mention

Microsoft Azure (Microsoft Azure AI, Azure Arc, Azure Policy, Azure ExpressRoute)

1 mention

AWS (SageMaker, Bedrock, Outposts, AWS Control Tower, AWS Direct Connect)

1 mention

Analysis

Insights & Recommended Actions

What's working, what's not, and specific steps to improve International Business Machines Corporation's AI visibility.

Key Findings

Strength

Secured top-three positions for Enterprise AI and hybrid cloud infrastructure strategy queries

Strength

High-authority resonance with Enterprise Infrastructure Architects and Government Compliance Officers

Strength

Reliable visibility within AI Overviews for mainframe support and secure enterprise AI hosting

Recommended Actions

Develop targeted content assets focusing on 'commercial quantum readiness' and 'sovereign cloud vendor evaluation'.

The data shows a critical gap in these high-value innovation queries despite IBM's technical pedigree, allowing competitors to claim this territory.

Optimize landing pages for 'technology consulting' and 'enterprise software for regulated industries'.

IBM is missing from vendor selection lists in these categories, representing a massive missed revenue opportunity within the IT services segment.

Create persona-based comparison guides specifically for 'modernizing legacy mainframe applications' vs. alternative cloud-native architectures.

While the brand has authority in mainframe support, it is not consistently captured in the modernization conversation, which is critical for Digital Transformation Leads.

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

Enterprise AI And Hybrid Cloud Infrastructure Strategy(3 queries)

“what are the best platforms for running secure enterprise ai that supports hybrid cloud environments”

0/0 platforms mentioned

Core

“compare the top kubernetes management platforms for enterprise scale deployments”

0/0 platforms mentioned

Core

The Enterprise Infrastructure Architect · Chief Infrastructure Architect

“what tools should i use to modernize my legacy mainframe applications for a cloud-native world”

0/0 platforms mentioned

Adjacent

The Enterprise Infrastructure Architect · Chief Infrastructure Architect

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.

Top 10 Hybrid Cloud Providers in 2026 | AI-Ready Enterprise ...

clarifai.com

International Business Machines Corporation

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Engineer content that makes AI agents recommend you

Explore Information Technology

Start gettingrecommended by AI.

Frequently asked questions

International Business Machines Corporation

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Engineer content that makes AI agents recommend you

Explore Information Technology

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.