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Last Energy
Last Energy
Visibility24
Vibe94
Businesses/Energy/Last Energy
Last Energy
AI Visibility & Sentiment

Last Energy

Last Energy is a nuclear energy company that designs, owns, and operates proprietary small modular reactor technology. They provide decarbonized, reliable, and affordable baseload power to energy-intensive industries through a full-service delivery model from design to operations.

Active Monitoring
lastenergy.com
EnergyStartups
AI Visibility Score
24/100

Low

Sentiment Score
94/100
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
24
adjacent
41
OverviewLandscapeInsights & ActionsContent IdeasConversationsCitationsBrand Voice

Is this your business?

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Last Energy today.

Last Energy is currently a hidden champion for heavy industrial decarbonization, dominating the Chemical Plant Operations persona while remaining dangerously invisible in the high-stakes race for data center power dominance. While Claude and Gemini are beginning to recognize the brand's baseload potential, a complete blackout on ChatGPT and negligible presence in Google AI Overviews allows legacy competitors like NuScale and X-energy to own the broader small modular reactor narrative.

Working in your favor

Exceptional resonance with Chemical Plant Operations Leads, achieving a 67% mention rate and top-tier positioning (avg pos 2.2)

Strong performance on Claude and Gemini for specific industrial decarbonization and baseload green energy queries

High sentiment and authoritative ranking (pos 1.3) when mentioned in Claude, signaling strong technical validation by the model

Gaps to close

Complete invisibility on ChatGPT across all core industry queries, missing a critical segment of the market research funnel

Failing to appear in competitive 'SMR provider' evaluation queries where NuScale and X-energy are currently the default recommendations

Severe underperformance in Google AI Overviews with only a 7% mention rate, limiting visibility in general search-driven AI discovery

Opportunities

Leverage current industrial baseload dominance to bridge into the data center infrastructure market where visibility is currently fragmented

Capture the 'Hyperscale Data Center VP' persona by aligning content with specific dedicated power and scaling requirements

Aggressively target the 'SMR reliability' keyword cluster to challenge NuScale's lead in provider evaluations

Highest-Impact Actions
1

Launch a targeted narrative seeding campaign to bridge the ChatGPT data gap and fix the 0% mention rate.

ChatGPT is the primary tool for executive research; total absence there means Last Energy is excluded from the initial consideration set for large-scale energy projects.

2

Develop and publish technical white papers and case studies specifically linking SMR technology to hyperscale data center power needs.

The 42% persona mention rate suggests potential, but the brand is missing from specific 'dedicated power' queries that drive high-value data center leads.

3

Optimize digital assets for Google AI Overviews by structuring content around 'baseload green energy' and 'on-site generation' entity schemas.

A 7% mention rate in AI Overviews represents a massive failure to capture the top-of-funnel search audience currently migrating from traditional search to AI summaries.

Value Proposition

Full-service nuclear energy delivery that combines proprietary reactor technology with an integrated owner-operator model, enabling industrial customers to access clean, reliable baseload power without the complexity of managing nuclear infrastructure themselves.

Overview

Last Energy is a nuclear energy company that designs, owns, and operates proprietary small modular reactor technology. They provide decarbonized, reliable, and affordable baseload power to energy-intensive industries through a full-service delivery model from design to operations.

Mission

To build a future with nuclear energy at scale, providing decarbonized, reliable, and affordable power to industries that need it most.

Products & Services
Small modular reactor design and manufacturingNuclear power plant ownership and operationBaseload power supply for industrial facilitiesFull-service energy delivery from design to operationsDecarbonization solutions for heavy industry
Current State

Visibility Landscape

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

ChatGPTChatGPT
ClaudeClaude
GeminiGemini
AI OverviewsAI Overviews

Reputation1q

Brand recognition & direct queries

97
97
97
97
“What do you know about Last Energy? What do they do and what's their reputation?”
#1
#1
#1
#1

Core5q

Product/service category queries

0
55
72
14
“how can i get dedicated power for a new hyperscale data center without waiting years for a grid connection”
No
No
No
No
“who are the most reliable small modular reactor companies for private industrial use”
—
#1
#8
No
“options for on-site power generation for a paper mill that needs to replace coal or gas”
—
No
#3
No
“what are the best options for reliable baseload green energy for industrial manufacturing, specific companies please”
—
#1
#1
#11
“how can a steel mill switch to carbon free energy without losing its constant power supply”
—
No
#7
No

Growth Areas1q

Adjacent, aspirational & visionary

—
97
97
0
“help me plan a decarbonization strategy for a chemical plant that needs 24/7 power”
—
#1
#1
No
ChatGPT
Claude
Gemini
AI Overviews

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

ChatGPT#1
Claude#1
Gemini#1
AI Overviews#1

“how can i get dedicated power for a new hyperscale data center without waiting years for a grid connection”

ChatGPTNo
ClaudeNo
GeminiNo
AI OverviewsNo

“who are the most reliable small modular reactor companies for private industrial use”

ChatGPT—
Claude#1
Gemini#8
AI OverviewsNo

“options for on-site power generation for a paper mill that needs to replace coal or gas”

ChatGPT—
ClaudeNo
Gemini#3
AI OverviewsNo

“what are the best options for reliable baseload green energy for industrial manufacturing, specific companies please”

ChatGPT—
Claude#1
Gemini#1
AI Overviews#11

“how can a steel mill switch to carbon free energy without losing its constant power supply”

ChatGPT—
ClaudeNo
Gemini#7
AI OverviewsNo

“help me plan a decarbonization strategy for a chemical plant that needs 24/7 power”

ChatGPT—
Claude#1
Gemini#1
AI OverviewsNo
Competitive Landscape
1
NuScale Power
21 mentions
2
X-energy
15 mentions
3
NuScale
12 mentions
4
Last Energy
12 mentions
5
Plug Power
10 mentions
6
Fervo Energy
10 mentions
7
BWRX-300
10 mentions
8
GE Hitachi Nuclear Energy
9 mentions
9
Rolls-Royce SMR
8 mentions
10
Siemens Energy
7 mentions
11
Wärtsilä
7 mentions
Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Exceptional resonance with Chemical Plant Operations Leads, achieving a 67% mention rate and top-tier positioning (avg pos 2.2)

Strength

Strong performance on Claude and Gemini for specific industrial decarbonization and baseload green energy queries

Strength

High sentiment and authoritative ranking (pos 1.3) when mentioned in Claude, signaling strong technical validation by the model

Recommended Actions

1

Launch a targeted narrative seeding campaign to bridge the ChatGPT data gap and fix the 0% mention rate.

ChatGPT is the primary tool for executive research; total absence there means Last Energy is excluded from the initial consideration set for large-scale energy projects.

2

Develop and publish technical white papers and case studies specifically linking SMR technology to hyperscale data center power needs.

The 42% persona mention rate suggests potential, but the brand is missing from specific 'dedicated power' queries that drive high-value data center leads.

3

Optimize digital assets for Google AI Overviews by structuring content around 'baseload green energy' and 'on-site generation' entity schemas.

A 7% mention rate in AI Overviews represents a massive failure to capture the top-of-funnel search audience currently migrating from traditional search to AI summaries.

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.

ChatGPTChatGPTClaudeClaudeGeminiGeminiAI OverviewsAI Overviews
Industrial Decarbonization & Baseload Solutions(3 queries)

“help me plan a decarbonization strategy for a chemical plant that needs 24/7 power”

0/3 platforms mentioned

Adjacent
ClaudeClaude
1.NuScale
2.Rolls-Royce
3.Mitsubishi Heavy Industries
4.Siemens Energy
5.CATL

+3 more

GeminiGemini
1.Siemens
2.Schneider Electric
3.Aspen Plus
4.HYSYS
5.Persefoni

+12 more

AI OverviewsAI Overviews

No brands listed

“what are the best options for reliable baseload green energy for industrial manufacturing, specific companies please”

1/3 platforms mentioned

Core
Hyperscale Data Center Infrastructure VP · VP of Infrastructure and Energy Strategy
ClaudeClaude
1.NuScale Power
2.TerraPower
3.X-energy
4.Fervo Energy
5.Baseload Capital

+1 more

GeminiGemini
1.NuScale Power
2.Last Energy
3.PWR-20
4.Terrestrial Energy
5.IMSR

+11 more

AI OverviewsAI Overviews
1.Ormat Technologies
2.Fervo Energy
3.Calpine Corporation
4.Drax Group
5.Arbor Energy

+8 more

“how can a steel mill switch to carbon free energy without losing its constant power supply”

1/3 platforms mentioned

Core
Hyperscale Data Center Infrastructure VP · VP of Infrastructure and Energy Strategy
ClaudeClaude
1.NuScale
2.X-energy
3.Tesla Megapack
4.Eos Aurora
5.PJM

+1 more

GeminiGemini
1.First Solar
2.SunPower
3.GE Renewable Energy
4.Vestas
5.Ormat Technologies
7.Last Energy

+6 more

AI OverviewsAI Overviews
1.HYBRIT
2.H2 Green Steel
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.

Potential pathways to green chemical industrial processes

sciencedirect.com

Web1 ref

Electrification or Hydrogen? The Challenge of Decarbonizing Industrial (High-Temperature) Process Heat

mdpi.com

Web1 ref

Fuel cell technology for domestic built environment applications: State of-the-art review

sciencedirect.com

Web1 ref

Tri-Generation - UnderstandingCHP.com

understandingchp.com

Web1 ref

Petrochemical Replacement → Term

lifestyle.sustainability-directory.com

Web1 ref

Decarbonizing the chemical industry through digital technologies

sciencedirect.com

Web1 ref

Getting real about the energy transition | Article Page

knowledge.energyinst.org

Web1 ref

10 Top Tips for Targeting Net Zero Carbon

netzerocarbonguide.co.uk

Web1 ref

Sustainable Energy Systems: Challenging the Emerging Energy Technologies | Springer Nature Link

link.springer.com

Web1 ref

Waste heat recovery technologies and applications - ScienceDirect

sciencedirect.com

Web1 ref

A multi-objective bilevel planning for data center integrated energy systems with waste heat utilization

sciencedirect.com

Web1 ref

Waste Heat Recovery | Advanced Heat Recovery & Waste Heat Solutions

apollo.engineer

Web1 ref

Low grade waste heat recovery using heat pumps and power cycles

sciencedirect.com

Web1 ref

Application of organic Rankine cycle in integration of thermal power plant with post-combustion CO2 capture and compression

sciencedirect.com

Web1 ref

Businesses can lead the charge towards 24/7 carbon-free electricity

theclimategroup.org

Web1 ref
Brand Identity

Brand Voice & Style

How AI perceives Last Energy's communication style and personality

Last Energy communicates with bold confidence and engineering precision, positioning itself as a builder rather than a dreamer in the nuclear energy space. The brand voice is direct and action-oriented, emphasizing tangible results over theoretical possibilities. They balance technical credibility with accessible language, making complex nuclear technology feel achievable and practical for industrial decision-makers.

Core Tone Traits

Bold & Action-Oriented

Uses decisive language that emphasizes building and doing rather than imagining or planning

Technically Credible

Demonstrates deep engineering expertise while remaining accessible to business audiences

Confidently Pragmatic

Presents nuclear energy as a practical, achievable solution rather than a futuristic concept

Industry-Focused

Speaks directly to the needs of heavy industry and energy-intensive operations

Visual Identity

Primary

#1A2744

Secondary

#D4715A

Accent

#FBF8ED

Background

#FFFFFF

Foreground

#111111

Backing

Investors

F
Floodgate

Engineer content that makes AI agents recommend you

Pendium analyzes how AI platforms perceive your brand, reverse-engineers what they already cite, and continuously publishes content designed to fill gaps and earn more mentions — on autopilot, with you in the loop.

Data generated by Pendium.ai AI visibility scanning. Last scanned February 27, 2026.

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Frequently asked questions

Don't see your question? Book a demo and we'll walk you through it.

Last Energy is a nuclear energy company that designs, owns, and operates proprietary small modular reactor technology. They provide decarbonized, reliable, and affordable baseload power to energy-intensive industries through a full-service delivery model from design to operations.

Full-service nuclear energy delivery that combines proprietary reactor technology with an integrated owner-operator model, enabling industrial customers to access clean, reliable baseload power without the complexity of managing nuclear infrastructure themselves.

AI Visibility Score

Last Energy has an AI visibility score of 24/100, rated as low. This score reflects how often and how prominently Last Energy appears in responses from AI assistants like ChatGPT, Claude, and Gemini.

AI Perception Summary

Last Energy is currently a hidden champion for heavy industrial decarbonization, dominating the Chemical Plant Operations persona while remaining dangerously invisible in the high-stakes race for data center power dominance. While Claude and Gemini are beginning to recognize the brand's baseload potential, a complete blackout on ChatGPT and negligible presence in Google AI Overviews allows legacy competitors like NuScale and X-energy to own the broader small modular reactor narrative.

Strengths

  • Exceptional resonance with Chemical Plant Operations Leads, achieving a 67% mention rate and top-tier positioning (avg pos 2.2)
  • Strong performance on Claude and Gemini for specific industrial decarbonization and baseload green energy queries
  • High sentiment and authoritative ranking (pos 1.3) when mentioned in Claude, signaling strong technical validation by the model

Visibility Gaps

  • Complete invisibility on ChatGPT across all core industry queries, missing a critical segment of the market research funnel
  • Failing to appear in competitive 'SMR provider' evaluation queries where NuScale and X-energy are currently the default recommendations
  • Severe underperformance in Google AI Overviews with only a 7% mention rate, limiting visibility in general search-driven AI discovery

Competitors in AI Recommendations

  • NuScale Power: 21 mentions
  • X-energy: 15 mentions
  • NuScale: 12 mentions
  • Plug Power: 10 mentions
  • Fervo Energy: 10 mentions
  • BWRX-300: 10 mentions
  • GE Hitachi Nuclear Energy: 9 mentions
  • Rolls-Royce SMR: 8 mentions
  • Siemens Energy: 7 mentions
  • Wärtsilä: 7 mentions
  • Bloom Energy: 7 mentions
  • TerraPower: 7 mentions
  • Terrestrial Energy: 7 mentions
  • Fluence: 6 mentions
  • Ørsted: 6 mentions

Categories: Energy

Tags: Startups