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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Advanced Micro Devices, Inc.

Visibility96

Vibe93

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

Businesses/Semiconductors/Advanced Micro Devices, Inc.

AI Visibility & Sentiment

Advanced Micro Devices, Inc.

AMD is a global leader in high-performance and adaptive computing that specializes in designing advanced semiconductor solutions. The company provides critical hardware, including CPUs, GPUs, and FPGAs, for markets ranging from personal computing and gaming consoles to cloud data centers and AI infrastructure.

Active Monitoring

amd.com

Semiconductors

Partial scan

AI Visibility Score

96/100

Excellent

Sentiment Score

93/100

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 Advanced Micro Devices, Inc. today.

Advanced Micro Devices dominates high-stakes technical environments, maintaining a commanding presence for cloud infrastructure architects and professional video editing workflows in AI Overviews. While the brand enjoys strong authority within core computing ecosystems, it faces a significant visibility bottleneck among competitive PC enthusiasts and high-end gaming consumers where direct brand recall is currently inconsistent.

Working in your favor

Secured 100% mention rate among Cloud Infrastructure Architects with a top-tier average position of 1.7.

High visibility in AI Overviews for complex system integration queries, particularly regarding professional-grade workstation components.

Consistent, high-ranking performance in core category searches for high-end gaming processors.

Gaps to close

Total absence from Competitive PC Enthusiast queries, failing to capture the narrative for high-end consumer hardware selection.

Inconsistent representation in server CPU comparison searches, which creates an opening for competitors like Intel to define the conversation.

Minimal penetration into AI-driven hardware selection queries for local machine learning model training.

Opportunities

Capitalize on the existing high-authority positioning with Cloud Architects to pivot into explicit AI/ML hardware benchmarking content.

Deploy targeted educational content to bridge the brand-neutral gap in 'Intel vs. AMD' comparison queries.

Shift the consumer narrative for PC enthusiasts to ensure AMD hardware is prominently featured in 'best of' gaming processor results.

Highest-Impact Actions

Develop and syndicate technical white papers and comparison guides tailored to the Competitive PC Enthusiast persona.

The 0% mention rate among gamers indicates a critical disconnect in consumer-facing AI search results that is currently hindering market share.

Optimize landing pages for 'Intel vs. AMD' search intent with structured data that directly addresses comparative performance metrics.

These queries represent a significant 'trust' gap where current search responses are failing to favor AMD, despite high category performance elsewhere.

Increase presence in AI-focused hardware benchmarking for local model training via high-authority tech influencer partnerships.

As AI workloads move to local hardware, establishing AMD as the go-to brand for GPU/CPU combinations is essential for long-term category leadership.

Value Proposition

AMD distinguishes itself through its leadership in performance-per-dollar and an open ecosystem approach, offering a comprehensive hardware portfolio that includes CPUs, GPUs, and adaptive SoCs to enable end-to-end AI solutions from cloud to edge.

Overview

Mission

To build great products that accelerate next-generation computing experiences.

Products & Services

AMD Ryzen™ (Desktop and laptop processors)AMD Radeon™ (Graphics cards for gaming and visualization)AMD EPYC™ (Server-grade CPUs)AMD Instinct™ (AI accelerators and GPUs)AMD Alveo™ & Versal™ (Adaptive accelerators and SoCs)

Current State

Visibility Landscape

A high-level view of how Advanced Micro Devices, Inc. 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 Advanced Micro Devices, Inc.? What do they do and what's their reputation?”	—	—	—	—
Core4q Product/service category queries	—	—	—	96
“what are the best processors for a high-end gaming PC right now that won't break the bank”	—	—	—	—
“how do I determine if I should go with an Intel or AMD based server platform for our enterprise migration”	—	—	—	—
“compare the top server CPUs for a small business running heavy virtualization workloads”	—	—	—	—
“recommend the best GPU options for training local AI models on a workstation”	—	—	—	—
Growth Areas4q Adjacent, aspirational & visionary	—	—	—	75
“what are the best laptop brands for video editing that have good thermal management and battery life”	—	—	—	#2
“what hardware should I prioritize for a machine learning server rack build for an AI startup”	—	—	—	No
“what are some reliable brands for workstation components that handle heavy 3D rendering work”	—	—	—	—
“what are the most reliable brands for GPU and CPU combinations today for custom PC enthusiasts”	—	—	—	—

“What do you know about Advanced Micro Devices, Inc.? What do they do and what's their reputation?”

—

“what are the best processors for a high-end gaming PC right now that won't break the bank”

—

“how do I determine if I should go with an Intel or AMD based server platform for our enterprise migration”

—

“compare the top server CPUs for a small business running heavy virtualization workloads”

—

“recommend the best GPU options for training local AI models on a workstation”

—

“what are the best laptop brands for video editing that have good thermal management and battery life”

—

“what hardware should I prioritize for a machine learning server rack build for an AI startup”

—

“what are some reliable brands for workstation components that handle heavy 3D rendering work”

—

“what are the most reliable brands for GPU and CPU combinations today for custom PC enthusiasts”

—

Brand Ecosystem

Advanced Micro Devices, Inc.

6 mentions

NVIDIA

2 mentions

Corsair

2 mentions

Asus (ProArt P16)

1 mention

Dell (Precision 5690)

1 mention

Nvidia (RTX 5000-series)

1 mention

Intel Core i7-14700K

1 mention

Intel (Intel Core i7-14700K)

1 mention

Intel (Intel Xeon, Intel Xeon Gold 6526Y)

1 mention

Dell (Dell PowerEdge)

1 mention

HP (HP ProLiant)

1 mention

Analysis

Insights & Recommended Actions

What's working, what's not, and specific steps to improve Advanced Micro Devices, Inc.'s AI visibility.

Key Findings

Strength

Secured 100% mention rate among Cloud Infrastructure Architects with a top-tier average position of 1.7.

Strength

High visibility in AI Overviews for complex system integration queries, particularly regarding professional-grade workstation components.

Strength

Consistent, high-ranking performance in core category searches for high-end gaming processors.

Recommended Actions

Develop and syndicate technical white papers and comparison guides tailored to the Competitive PC Enthusiast persona.

The 0% mention rate among gamers indicates a critical disconnect in consumer-facing AI search results that is currently hindering market share.

Optimize landing pages for 'Intel vs. AMD' search intent with structured data that directly addresses comparative performance metrics.

These queries represent a significant 'trust' gap where current search responses are failing to favor AMD, despite high category performance elsewhere.

Increase presence in AI-focused hardware benchmarking for local model training via high-authority tech influencer partnerships.

As AI workloads move to local hardware, establishing AMD as the go-to brand for GPU/CPU combinations is essential for long-term category leadership.

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

High Performance Computing Hardware Selection(3 queries)

“what are the best processors for a high-end gaming PC right now that won't break the bank”

0/0 platforms mentioned

Core

“compare the top server CPUs for a small business running heavy virtualization workloads”

0/0 platforms mentioned

Core

The Competitive PC Enthusiast · Individual Consumer / Gamer

“recommend the best GPU options for training local AI models on a workstation”

0/0 platforms mentioned

Core

The Competitive PC Enthusiast · Individual Consumer / Gamer

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.

The best battery-life laptops of 2026: There's a clear winner

mashable.com

Advanced Micro Devices, Inc.

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Engineer content that makes AI agents recommend you

Explore Semiconductors

Start gettingrecommended by AI.

Frequently asked questions

Advanced Micro Devices, Inc.

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Engineer content that makes AI agents recommend you

Explore Semiconductors

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.