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.

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Eridu

Visibility0

Vibe83

Businesses/Semiconductors & Networking Hardware/Eridu

AI Visibility & Sentiment

Eridu

Eridu is a deep-tech infrastructure company developing next-generation networking solutions designed to eliminate the critical bottlenecks in AI scale-up and scale-out architectures. By providing an order-of-magnitude leap in throughput and efficiency, Eridu enables the future of high-performance AI systems.

Active Monitoring

eridu.ai

Semiconductors & Networking Hardware

AI Visibility Score

0/100

Invisible

Sentiment Score

83/100

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 Eridu today.

Eridu is currently a ghost in the machine of AI-driven enterprise decision-making, failing to appear in critical queries where Infrastructure Architects and Procurement Directors are scouting for networking solutions. While the brand maintains a clear identity in direct 'vibe check' inquiries, it has completely ceded the narrative to established heavyweights like NVIDIA and Arista in the high-stakes battle for AI infrastructure authority.

Working in your favor

Successfully maintains brand recognition and operational clarity in direct corporate identity queries on ChatGPT and Gemini.

Gaps to close

Total absence in technical search queries related to solving AI data center bottlenecks and LLM high-performance computing optimization.

Failure to position as a viable alternative for Procurement Strategy Directors seeking reliable AI-optimized hardware providers.

Complete lack of presence in strategic infrastructure planning roadmaps where competitors like Arista and Cisco are currently dominating the conversation.

Opportunities

Capitalize on the 'Strategic AI Infrastructure Planning' gap by producing technical white papers that address energy-efficient, high-throughput network scaling.

Target the Infrastructure Systems Architect persona through authoritative, problem-solving content that directly answers network congestion challenges.

Establish Eridu as a challenger brand in 'AI-optimized networking' by seeding technical documentation and performance benchmarks into the training data utilized by LLMs.

Highest-Impact Actions

Develop a technical content program focusing on 'AI-optimized networking' benchmarks and high-throughput architecture.

Competitors like NVIDIA and Arista dominate because they are the default answers for technical queries; Eridu must populate the knowledge base to become part of the consideration set.

Optimize digital infrastructure footprints to align with specific 'Data Center Bottleneck' troubleshooting queries.

Infrastructure Architects are currently seeking solutions that Eridu offers, but the brand is missing the opportunity to be the recommended solution for these specific pain points.

Publish procurement-focused 'Reliable Supplier' collateral aimed at IT leadership personas.

Procurement Directors are actively searching for hardware suppliers; Eridu is currently missing from the list of reliable options, allowing competitors to capture all market intent.

Value Proposition

Eridu provides a novel, clean-sheet networking architecture that solves the critical data bottleneck currently limiting AI performance, enabling massive scale and efficiency.

Overview

Mission

To deliver the order-of-magnitude advance in performance, radix, and efficiency needed to meet current and future AI needs.

Products & Services

AI-optimized network switchesHigh-throughput networking architectureScale-out AI infrastructure solutionsScale-up AI networking hardware

Current State

Visibility Landscape

A high-level view of how Eridu 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	70	97	0
“What do you know about Eridu? What do they do and what's their reputation?”	#1	Yes	#1	No
Core2q Product/service category queries	0	0	0	0
“how do I fix network congestion issues in a large scale-out AI training cluster”	—	No	No	No
“who are the most reliable suppliers for AI-optimized network switches right now”	No	No	No	No
Growth Areas1q Adjacent, aspirational & visionary	0	0	0	0
“give me a roadmap for building an energy-efficient high-throughput data center for AI”	No	No	No	No

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

Yes

“how do I fix network congestion issues in a large scale-out AI training cluster”

—

“who are the most reliable suppliers for AI-optimized network switches right now”

“give me a roadmap for building an energy-efficient high-throughput data center for AI”

Competitive Landscape

NVIDIA

37 mentions

Arista Networks

16 mentions

Cisco

14 mentions

Mellanox

13 mentions

Spectrum-X

12 mentions

NCCL

12 mentions

NVLink

10 mentions

Prometheus

9 mentions

Juniper Networks

9 mentions

Extreme Networks

8 mentions

Eridu

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Successfully maintains brand recognition and operational clarity in direct corporate identity queries on ChatGPT and Gemini.

Gap

Total absence in technical search queries related to solving AI data center bottlenecks and LLM high-performance computing optimization.

Gap

Failure to position as a viable alternative for Procurement Strategy Directors seeking reliable AI-optimized hardware providers.

Recommended Actions

Develop a technical content program focusing on 'AI-optimized networking' benchmarks and high-throughput architecture.

Competitors like NVIDIA and Arista dominate because they are the default answers for technical queries; Eridu must populate the knowledge base to become part of the consideration set.

Optimize digital infrastructure footprints to align with specific 'Data Center Bottleneck' troubleshooting queries.

Infrastructure Architects are currently seeking solutions that Eridu offers, but the brand is missing the opportunity to be the recommended solution for these specific pain points.

Publish procurement-focused 'Reliable Supplier' collateral aimed at IT leadership personas.

Procurement Directors are actively searching for hardware suppliers; Eridu is currently missing from the list of reliable options, allowing competitors to capture all market intent.

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

Solving AI Data Center Bottlenecks(3 queries)

“how do I fix network congestion issues in a large scale-out AI training cluster”

0/3 platforms mentioned

Core

Claude

1.Oracle

2.Prometheus

3.TensorBoard

4.GPT-4

Gemini

1.NVIDIA

2.Spectrum-X

3.GIGABYTE

4.GIGAPOD

5.NVLink

+11 more

AI Overviews

No brands listed

“what kind of networking architecture do I actually need to support thousands of GPUs without throughput drops”

0/3 platforms mentioned

The Infrastructure Systems Architect · Chief Network Architect

Claude

1.Nvidia

2.NVLink

3.Blackwell

4.NVSwitch

5.InfiniBand

+9 more

Gemini

1.NVIDIA

2.Spectrum-4

3.Spectrum-5

4.Arista Networks

5.7000 Series

+9 more

AI Overviews

1.NADDOD

2.NVIDIA Quantum-2

3.AMAX Engineering

4.Exxact Corp.

5.WEKA

+3 more

“how to optimize high-performance computing networks for LLM training workloads”

0/3 platforms mentioned

The Infrastructure Systems Architect · Chief Network Architect

Claude

1.LLaMA 3

2.PCIe

3.NVLink

4.ICCL

5.NCCL

+6 more

Gemini

1.LLaMA 3

2.InfiniBand

3.NVIDIA

4.NVLink

5.NVSwitch

+3 more

AI Overviews

1.Dell

2.InfiniBand

3.NVIDIA GPUDirect

4.GitHub

5.Massachusetts Institute of Technology

+6 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.

The role of compute cluster networking for AI training and inference

nebius.com

Eridu

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Eridu

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.