Radiant Industries AI Visibility Score: 15/100 — What AI Thinks | Pendium.ai
Pendium
Radiant Industries
Radiant Industries
Visibility27
Vibe84
Businesses/Energy/Radiant Industries
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
27/100

Low

Sentiment Score
84/100
AI Perception

Summary

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.

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

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.

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
Agent Breakdown

AI Platforms

How often do different AI platforms reference Radiant Industries?

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Conversation Analysis

Topics

What conversations is Radiant Industries included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Radiant Industries to, and when?

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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”
ChatGPT
Claude
Gemini
AI Overviews
0/4
“what are the options for portable microgrids in the arctic, specific companies please”
ChatGPT
Claude
Gemini
AI Overviews
0/4
“best clean energy solutions for off-grid industrial operations that need 24/7 power”
ChatGPT
Claude
Gemini
AI Overviews
0/4

Critical Infrastructure Resilience Planning

3 queries
“emergency backup power solutions for a large hospital that can last weeks not hours”
ChatGPT
Claude
Gemini
AI Overviews
0/4
“compare long-term backup power options for a tier 4 data center, what should I actually buy”
ChatGPT
Claude
Gemini
AI Overviews
0/4
“how to ensure 100% uptime for critical infrastructure during a grid collapse, what equipment should I look at”
ChatGPT
Claude
Gemini
AI Overviews
0/4

Microreactor Product Evaluation

3 queries
“how do I buy a nuclear microreactor for a private industrial park”
ChatGPT
Claude
Gemini
AI Overviews
0/4
“are there any portable nuclear reactors that don't need water for cooling”
ChatGPT
Claude
Gemini
AI Overviews
0/4
“explain the pros and cons of getting a power purchase agreement for a microreactor vs buying one”
ChatGPT
Claude
Gemini
AI Overviews
0/4

Evaluating Microreactor Providers

1 query
“who are the most reliable companies in the microreactor space right now”
ChatGPT
Claude
Gemini
AI Overviews
1/4
Analysis

Key Insights

What AI visibility analysis reveals about this brand

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.

Gap

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

Gap

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.

Gap

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

Opportunity

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

Opportunity

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

Opportunity

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.

Technical Health

Site Health for AI Visibility

How well Radiant Industries's website is optimized for AI agent discovery and comprehension.

88/100
13 passed 4 warnings
Audited 2/24/2026
Crawlability83

Can AI bots find your pages?

Technical96

SSL, mobile, doctype basics

On-Page SEO95

Titles, descriptions, headings

Content Quality73

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG82

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Warnings

!

No robots.txt file found

Create a robots.txt file at your domain root. Optional but recommended.

!

1 render-blocking resource(s) detected

Consider deferring or async-loading non-critical scripts and stylesheets.

!

Title may be truncated in search results (95 characters)

Shorten the title to under 60 characters.

!

Few headings on page

Add more H2 and H3 headings to organize content into sections.

!

Content may be too short

Expand your content to at least 500 words with valuable information.

+ 1 more warnings

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Brand Identity

Brand Voice & Style

How AI perceives Radiant Industries's communication style and personality

Radiant Industries communicates with confident technical authority while maintaining accessibility for non-expert audiences. The brand voice is forward-thinking and innovative, emphasizing breakthrough technology and clean energy solutions. There's an understated boldness—making ambitious claims backed by engineering specifics. The tone balances serious infrastructure expertise with an optimistic vision for energy transformation.

Core Tone Traits

Technically Authoritative

Speaks with engineering precision and deep domain expertise in nuclear technology

Innovative & Forward-Thinking

Emphasizes breakthrough solutions and pioneering achievements in the industry

Confidently Understated

Makes bold claims without hyperbole, letting the technology speak for itself

Mission-Driven

Focused on solving real-world energy challenges with clean, reliable power

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of Radiant Industries

1NuScale Power40 mentions
2Radiant Industries32 mentions
3Oklo29 mentions
4Bloom Energy27 mentions
5Schneider Electric27 mentions
6X-energy26 mentions
7Fluence25 mentions
8ABB25 mentions
9Plug Power24 mentions
10Caterpillar24 mentions
11Siemens23 mentions
Source Intelligence

Citations

Sources that AI assistants cite. Getting featured here improves visibility.

Hiring for Remote Mining as Sites Shift to Renewable Power

https://www.nesfircroft.com/resources/blog/hiring-for-remote-mining-as-sites-shift-to-renewable-power/#:~:text=Key%20Takeaways:-,Mining%20companies%20across%20North%20and%20South%20America%20are%20turning%20to,staff%20and%20support%20remote%20projects.

Referenced in 1 query

Review
Hiring for Remote Mining as Sites Shift to Renewable Power

https://www.nesfircroft.com/resources/blog/hiring-for-remote-mining-as-sites-shift-to-renewable-power/#:~:text=Which%20renewable%20energy%20products%20are,ensures%20continuity%20when%20conditions%20fluctuate.

Referenced in 1 query

Review
Alternative to diesel generators in mining: hybrid solar energy ...

https://nomadsolar.energy/en/blog/Alternative-to-diesel-generators-in-mining%3A-hybrid-solar-energy-for-remote-mines/#:~:text=without%20compromising%20reliability.-,Are%20you%20looking%20for%20an%20alternative%20to%20diesel%20generators%20in,system%20tailored%20to%20your%20site.

Referenced in 1 query

Review
Power Generation Units for Remote Sites: A Guide to Reliable ...

https://www.craftsmenind.com/blog/power-generation-units-for-remote-sites#:~:text=A%20hybrid%20system%20combining%20solar,performance%20you%20can%20rely%20on.

Referenced in 1 query

Review
Renewable energy in the mining industry - ScienceDirect.com

https://www.sciencedirect.com/science/article/pii/S2211467X24003067#:~:text=Currently%2C%20the%20RE%20technologies%20applied,garnered%20widespread%20attention%20%5B20%5D.

Referenced in 1 query

Review
Off-Grid Power for Remote Mines | Site Power | Aggreko US

https://www.aggreko.com/en-us/sectors/mining/bridging-the-power-gap-for-off-grid-mines#:~:text=A%20solar%20thermal%20hybrid%20power,disruption%20with%20heat%20exchanger%20rental.

Referenced in 1 query

Review
A Renewable Hydrogen Way Forward for the Mining Industry?

https://rmi.org/a-renewable-hydrogen-way-forward-for-the-mining-industry/#:~:text=We%20have%20attempted%20to%20show,more%20self%2Dsufficient%20and%20safer.

Referenced in 1 query

Review
Integrating solar and wind energy into the electricity grid for ...

https://www.sciencedirect.com/science/article/pii/S2666519024000578#:~:text=This%20concept%20of%20combining%20solar,day%20and%20across%20different%20seasons.

Referenced in 1 query

Review
Carbon Neutral Mining Market Latest Report 2025

https://www.insightaceanalytic.com/report/carbon-neutral-mining-market/3280#:~:text=Mining%20corporations%20are%20progressively%20using%20solar%2C%20wind%2C,power%20source%20while%20substantially%20lowering%20operating%20expenses.

Referenced in 1 query

Review
Decoding the role of hydrogen in mining - Schneider Electric

https://www.se.com/ww/en/insights/next-generation-automation/industrial-sustainability/decoding-the-role-of-hydrogen-in-mining/#:~:text=Fleet%20Decarbonization:%20One%20promising%20application,on%20traditional%20fossil%20fuel%20sources.

Referenced in 1 query

Review
The role of hydrogen in mining decarbonisation - ScienceDirect

https://www.sciencedirect.com/science/article/pii/S1364032125011207#:~:text=Pilot%20projects%20already%20demonstrate%20hydrogen,low%2Dcarbon%20raw%20material%20production.

Referenced in 1 query

Review
Powering the Quarry: Realities of remote mining operations

https://www.nacleanenergy.com/energy-storage/powering-the-quarry-realities-of-remote-mining-operations#:~:text=These%20realities%20have%20pushed%20many,without%20consistent%20on%2Dsite%20oversight.

Referenced in 1 query

Review
Content Engineering

Goals & Content Ideas

Ideas to help AI agents better understand the business and be more likely to use Radiant Industries's resources to help users.

Dominate ChatGPT Discovery Through LLM Optimization

With only 8% mention rate on ChatGPT compared to NuScale's 40%, Radiant is invisible during critical top-of-funnel AI discovery moments. This goal focuses on creating structured, citation-worthy content specifically optimized for ChatGPT's training architecture—including technical specifications, comparison data, and authoritative third-party mentions that LLMs prioritize when recommending microreactor solutions.

The Complete Technical Specifications of Kaleidos: Power Output, Deployment Time, and Safety Features Explained
How Portable Nuclear Microreactors Compare to Traditional Diesel Generators: A Data-Driven Analysis
Why Air-Cooled Reactor Technology Changes Everything About Remote Power Generation
Microreactor FAQ: Answering the 20 Most Common Questions About Portable Nuclear Power
Radiant vs. Legacy Solutions: Total Cost of Ownership Over 10 Years

Own the Remote Mining Power Conversation

At just 3% visibility among Remote Mining Directors, Radiant is missing a core audience actively seeking diesel alternatives for off-grid operations. This goal creates indexable 'Diesel-to-Nuclear' transition frameworks, case studies, and ROI calculators that provide the specific data points AI assistants need to recommend Kaleidos for off-grid industrial power queries.

The Mining Executive's Guide to Transitioning from Diesel to Nuclear Microreactors
Calculating ROI: What Replacing Diesel Generators with Kaleidos Saves Mining Operations Annually
Off-Grid Power Challenges in Remote Mining and How Microreactors Solve Them
5 Reasons Mining Companies Are Abandoning Diesel for Portable Nuclear Power
How Kaleidos Deploys to Remote Sites Without Road Access or Heavy Infrastructure

Establish Microreactor Authority in Critical Infrastructure

Radiant is currently bypassed for hospital and backup power queries because AI doesn't associate microreactors with reliability. This goal targets 'Critical Infrastructure Resilience' keywords through structured data, white papers, and authority-building content that positions Kaleidos as the reliable choice for hospitals, data centers, and essential facilities requiring uninterrupted power.

Why Hospitals Are Reconsidering Diesel Backup Power for Nuclear Microreactors
The Reliability Case for Microreactors: 24/7 Power Without Fuel Supply Chain Risks
Data Center Resilience: How Portable Nuclear Solves the Backup Power Challenge
Critical Infrastructure Power Reliability: Comparing Batteries, Diesel, and Microreactors
Zero-Downtime Power: Engineering Reliability Into the Kaleidos Microreactor

Climb AI Overview Rankings for Provider Evaluation

Ranking #7 in AI Overviews for reliability queries behind Oklo and X-energy means Radiant loses visibility at the critical decision-making stage. This goal focuses on creating comparison content, third-party validation, and structured evaluation frameworks that help AI assistants rank Radiant higher when users ask about evaluating microreactor providers.

How to Evaluate Microreactor Providers: Key Criteria for Industrial Buyers
What Sets Radiant Apart: Deployment Speed, Portability, and Air-Cooled Technology
Independent Validation: Third-Party Testing Results for Kaleidos Performance
Microreactor Provider Comparison: Deployment Requirements, Timeline, and Total Cost
Customer Decision Framework: Choosing the Right Microreactor for Your Application
Content Engineering

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%.

Impact: High
!

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'.

Impact: High
~

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'.

Impact: Medium
~

Optimize for 'Evaluating Microreactor Providers' queries to improve AI Overview rankings.

The brand currently ranks #7 in AI Overviews for reliability queries, trailing significantly behind Oklo and X-energy in categorical authority.

Impact: Medium

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Data generated by Pendium.ai AI visibility scanning. Last scanned February 24, 2026.

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