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

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Radiant Industries

Visibility32

Vibe84

Businesses/Energy/Radiant Industries

AI Visibility & Sentiment

Radiant Industries

Radiant Industries develops Kaleidos, a portable nuclear microreactor designed to replace diesel generators in remote locations and provide backup power for critical infrastructure. Their innovative air-cooled reactor technology offers clean, reliable energy without the need for on-site water or excavation.

Active Monitoring

radiantnuclear.com

Energy

AI Visibility Score

32/100

Low

Sentiment Score

84/100

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 Radiant Industries today.

Radiant Industries is currently a niche specialist in the AI landscape, commanding a dominant 58% visibility among Data Center Sustainability Strategists while remaining virtually non-existent to Remote Mining Directors. While the brand excels in technical specificity for 'waterless reactors' and 'arctic microgrids' on Claude and Gemini, it is suffering from a critical 8% mention rate on ChatGPT that cedes the broader market narrative to competitors like NuScale and Oklo.

Working in your favor

High-authority positioning on Gemini and Claude for specific technical queries like 'portable microgrids in the arctic' and 'reactors that don't need water'.

Exceptional engagement with the Data Center Sustainability Strategist persona, achieving a 58% mention rate.

Top-tier ranking (#1) on brand-direct 'vibe check' queries in Claude and AI Overviews, indicating strong sentiment when the brand is specifically identified.

Gaps to close

Systemic absence from ChatGPT, the industry's most-used platform, with a negligible 8% mention rate.

Complete failure to capture the 'Remote Mining Operations' segment, missing 97% of relevant queries despite having a product specifically designed for off-grid industrial use.

Invisible in critical infrastructure resilience queries, specifically failing to appear for hospital emergency backup power searches.

Opportunities

Leverage the existing technical authority in 'waterless' cooling to dominate the narrative for arid-region industrial power, a current white space in the data.

Disrupt the 'diesel-dependency' narrative in remote mining by targeting high-volume queries where AI currently fails to recommend microreactors as a viable alternative.

Bridge the visibility gap in AI Overviews by optimizing technical documentation for 'microreactor product evaluation' keywords where the brand is currently underperforming compared to X-energy.

Highest-Impact Actions

Execute an LLM Optimization sprint specifically targeting ChatGPT's training architecture.

With only an 8% mention rate on the world’s most popular AI, Radiant is missing the vast majority of top-of-funnel discovery compared to NuScale's 40%.

Develop and index 'Diesel-to-Nuclear' transition frameworks for the Mining Persona.

The 3% visibility for Remote Mining Directors is a massive market disconnect; the brand must provide the data points AI needs to link Radiant to 'off-grid industrial power'.

Aggressively target 'Critical Infrastructure Resilience' keywords via structured data and white papers.

Radiant is currently being bypassed for hospital and backup power queries in favor of legacy battery and diesel providers because the AI does not associate microreactors with 'reliability'.

Value Proposition

A portable, air-cooled nuclear microreactor that can be deployed anywhere by truck or aircraft, achieving full power within a day without site excavation or water requirements—offering clean, reliable energy to replace diesel generators.

Overview

Mission

Delivering clean, portable nuclear energy to replace diesel generators and power critical infrastructure anywhere in the world.

Products & Services

Kaleidos portable nuclear microreactorPower Purchase AgreementsDirect reactor salesThermal power generationBackup power solutions

Current State

Visibility Landscape

A high-level view of how Radiant Industries 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	70	97	70	97
“What do you know about Radiant Industries? What do they do and what's their reputation?”	Yes	#1	Yes	#1
Core7q Product/service category queries	0	64	70	47
“how do I buy a nuclear microreactor for a private industrial park”	No	#3	#5	#4
“who are the most reliable companies in the microreactor space right now”	No	No	No	#7
“what are the options for portable microgrids in the arctic, specific companies please”	—	#14	#1	No
“best clean energy solutions for off-grid industrial operations that need 24/7 power”	—	#2	#1	No
“compare long-term backup power options for a tier 4 data center, what should I actually buy”	No	#6	#1	No
“are there any portable nuclear reactors that don't need water for cooling”	No	#1	#9	#2
“explain the pros and cons of getting a power purchase agreement for a microreactor vs buying one”	No	No	No	No
Growth Areas3q Adjacent, aspirational & visionary	47	71	94	0
“how to power a remote mining site without relying on diesel fuel”	#42	#2	#2	No
“emergency backup power solutions for a large hospital that can last weeks not hours”	#25	No	#2	No
“how to ensure 100% uptime for critical infrastructure during a grid collapse, what equipment should I look at”	No	#2	#2	No

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

Yes

“how do I buy a nuclear microreactor for a private industrial park”

“who are the most reliable companies in the microreactor space right now”

“what are the options for portable microgrids in the arctic, specific companies please”

—

#14

“best clean energy solutions for off-grid industrial operations that need 24/7 power”

—

“compare long-term backup power options for a tier 4 data center, what should I actually buy”

“are there any portable nuclear reactors that don't need water for cooling”

“explain the pros and cons of getting a power purchase agreement for a microreactor vs buying one”

“how to power a remote mining site without relying on diesel fuel”

#42

“emergency backup power solutions for a large hospital that can last weeks not hours”

#25

“how to ensure 100% uptime for critical infrastructure during a grid collapse, what equipment should I look at”

Competitive Landscape

NuScale Power

40 mentions

Oklo

29 mentions

Bloom Energy

27 mentions

Schneider Electric

27 mentions

X-energy

26 mentions

Fluence

25 mentions

ABB

25 mentions

Radiant Industries

25 mentions

Plug Power

24 mentions

Caterpillar

24 mentions

Siemens

23 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

High-authority positioning on Gemini and Claude for specific technical queries like 'portable microgrids in the arctic' and 'reactors that don't need water'.

Strength

Exceptional engagement with the Data Center Sustainability Strategist persona, achieving a 58% mention rate.

Strength

Top-tier ranking (#1) on brand-direct 'vibe check' queries in Claude and AI Overviews, indicating strong sentiment when the brand is specifically identified.

Recommended Actions

Execute an LLM Optimization sprint specifically targeting ChatGPT's training architecture.

With only an 8% mention rate on the world’s most popular AI, Radiant is missing the vast majority of top-of-funnel discovery compared to NuScale's 40%.

Develop and index 'Diesel-to-Nuclear' transition frameworks for the Mining Persona.

The 3% visibility for Remote Mining Directors is a massive market disconnect; the brand must provide the data points AI needs to link Radiant to 'off-grid industrial power'.

Aggressively target 'Critical Infrastructure Resilience' keywords via structured data and white papers.

Radiant is currently being bypassed for hospital and backup power queries in favor of legacy battery and diesel providers because the AI does not associate microreactors with 'reliability'.

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

Remote Industrial Power Strategy(3 queries)

“how to power a remote mining site without relying on diesel fuel”

0/4 platforms mentioned

Adjacent

ChatGPT

1.PVWatts

2.SAM

3.PVSyst

4.WindPRO

5.OpenWind

+38 more

Claude

1.NuScale

Gemini

1.Tesla

2.Powerpack

3.Megapack

4.Fluence

5.Siemens

+3 more

AI Overviews

1.Nomad Solar Energy

2.Aggreko

3.247Solar

“what are the options for portable microgrids in the arctic, specific companies please”

0/3 platforms mentioned

Core

Remote Mining Operations Director · Director of Operations

Claude

1.Fluence

2.ABB

3.IQ Microgrid

4.Caterpillar Microgrid Solutions

5.Schneider Electric EcoStruxure

+4 more

Gemini

1.NuScale Power

2.Terrestrial Energy

3.Integral Molten Salt Reactor (IMSR)

4.Rolls-Royce SMR

5.Rolls-Royce

+4 more

AI Overviews

1.HDT Global

2.Arctic Grid Energy Solutions (AGES)

3.Blue Planet Energy

4.Blue Ion LX

5.ABB

+10 more

“best clean energy solutions for off-grid industrial operations that need 24/7 power”

0/3 platforms mentioned

Core

Remote Mining Operations Director · Director of Operations

Claude

1.NuScale Power Module

2.Rolls-Royce SMR

3.Caterpillar

4.Cummins PowerCommand

5.Vestas

+5 more

Gemini

1.NuScale Power

2.Terrestrial Energy

3.Integral Molten Salt Reactor (IMSR)

4.Kairos Power

5.X-Energy

+11 more

AI Overviews

1.Anern Store

2.MiniGeo

3.Bloom Energy

4.SolarTech

5.Discover Energy

+3 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.

Hiring for Remote Mining as Sites Shift to Renewable Power

nesfircroft.com

Radiant Industries

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 Energy

Start gettingrecommended by AI.

Frequently asked questions

Radiant Industries

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 Energy

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.