GlacierGrid AI Visibility Score: 26/100 — What AI Thinks | Pendium.ai
Pendium
GlacierGrid
GlacierGrid
Visibility26
Vibe97
Businesses/Energy Technology/GlacierGrid
GlacierGrid
AI Visibility & Sentiment

GlacierGrid

GlacierGrid provides AI-powered energy management solutions for commercial buildings, specializing in HVAC and refrigeration control for restaurants, retail, and convenience stores. Their technology helps businesses reduce energy costs by up to 20% while protecting food inventory and reducing environmental impact.

Active Monitoring
glaciergrid.com
AI Visibility Score
26/100

Low

Sentiment Score
97/100
AI Perception

Summary

GlacierGrid acts as a powerful technical specialist that dominates high-intent HVAC and refrigeration queries, yet it remains largely absent from the broader strategic energy management conversations where competitors like GridPoint lead. While the brand commands a remarkable 72% mention rate among Enterprise Facilities Directors, it is nearly invisible to the Corporate Sustainability Executives who hold the purse strings for large-scale energy transitions.

Value Proposition

AI-powered energy management that delivers measurable cost savings, food protection, and sustainability improvements with zero upfront fees and seamless building integration.

Overview

GlacierGrid provides AI-powered energy management solutions for commercial buildings, specializing in HVAC and refrigeration control for restaurants, retail, and convenience stores. Their technology helps businesses reduce energy costs by up to 20% while protecting food inventory and reducing environmental impact.

Mission

Building a smarter tomorrow through intelligent building technology that reduces costs, protects assets, and champions sustainability.

Products & Services
AI-powered HVAC monitoring and control systemsSmart refrigeration managementEnergy efficiency software platformTemperature and humidity monitoring sensorsMulti-location energy management dashboard
Agent Breakdown

AI Platforms

How often do different AI platforms reference GlacierGrid?

Loading explorer...
Conversation Analysis

Topics

What conversations is GlacierGrid included in — or excluded from?

Loading explorer...
Buyer Personas

Personas

Who does each AI platform recommend GlacierGrid to, and when?

Loading explorer...
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
Energy Cost Reduction & Efficiency(2 queries)

how to lower utility bills for a restaurant franchise with 10 locations, what systems should I install

0/4 platforms mentioned

ChatGPTChatGPT
1.Honeywell Forge
2.Siemens Desigo CC
3.Johnson Controls Metasys
4.Verdigris Technologies
5.Facilio

+25 more

ClaudeClaude
1.Powerhouse Dynamics
2.Enertiv
3.Digi International
4.EnerNOC
5.Enel X

+31 more

GeminiGemini
1.GridPoint
2.75F
3.Ecobee for Business
4.Melink Intelli-Hood
5.CaptiveAire

+15 more

AI OverviewsAI Overviews
1.GWT2Energy
2.Open Kitchen
3.Powerhouse Dynamics
4.GridPoint Intelligence
5.EcoStruxure Building Activate

+12 more

ways to cut energy costs in a convenience store, specific tech recommendations please

0/4 platforms mentioned

ChatGPTChatGPT
1.Emerson E2
2.Lumity
3.ProAct Services
4.Danfoss Alsense
5.GridPoint

+36 more

ClaudeClaude
1.GridPoint
2.Budderfly
3.Logical Buildings
4.Copper Labs
5.Axiom Cloud

+8 more

GeminiGemini
1.GridPoint
2.Budderfly
3.Axiom Cloud
4.Emerson Lumity
5.Cooper-Atkins

+6 more

AI OverviewsAI Overviews
1.entouch
2.GridPoint
3.Idaho Power
4.J2 Innovations
5.ENTOUCH

+1 more

Inventory Protection & Food Safety(2 queries)

best smart refrigeration monitoring systems for commercial kitchens to prevent food spoilage

0/4 platforms mentioned

ChatGPTChatGPT
1.Monnit ALTA
2.Monnit
3.Swift Sensors
4.ThermoWorks Node
5.ThermoWorks

+9 more

ClaudeClaude
1.Monnit
2.SmartSense by Digi International
3.McDonald's
4.Blulog
5.Samsara

+5 more

GeminiGemini
1.SmartSense by Digi
2.Digi
3.Monnit
4.ALTA Wireless Sensors
5.ThermoWorks

+7 more

AI OverviewsAI Overviews
1.SmartSense by Digi
2.Monnit ALTA Wireless Sensors
3.Kitchen Brains Modularm
4.TraceableLIVE
5.Cole-Parmer

+6 more

I need automated temperature and humidity monitoring for 5 grocery stores, what brands are good

0/4 platforms mentioned

ChatGPTChatGPT
1.Monnit
2.Swift Sensors
3.ControlByWeb
4.Budderfly
5.SmartSense by Digi

+2 more

ClaudeClaude
1.Monnit
2.Emerson Oversight
3.Sensitech
4.Digi International
5.SmartSense

+3 more

GeminiGemini
1.SmartSense by Digi
2.Samsara
3.Swift Sensors
4.Monnit
5.iMonnit

+4 more

AI OverviewsAI Overviews
1.SmartSense by Digi
2.ThermoWorks
3.SafetyCulture
4.Jolt
5.ThermoWorks ThermaData WiFi Logger

+3 more

Centralized Multi Site Operations(2 queries)

recommend a centralized energy management dashboard for a multi-location retail chain

0/4 platforms mentioned

ChatGPTChatGPT
1.Schneider Electric
2.EcoStruxure Resource Advisor
3.Energy Star
4.Siemens
5.Navigator

+9 more

ClaudeClaude
1.Schneider Electric EcoStruxure
2.Siemens Desigo CC
3.Building X
4.Honeywell Forge Energy Management
5.EnerNOC

+9 more

GeminiGemini
1.Schneider Electric
2.EcoStruxure Power Monitoring Expert
3.EcoStruxure
4.GridPoint
5.Energy Manager

+9 more

AI OverviewsAI Overviews
1.NexRev
2.EcoStruxure
3.Energy Digital Magazine
4.EcoStruxure Energy Hub
5.EnergyCAP

+7 more

how can I monitor HVAC across 20 different locations from one app, what solutions are out there

0/4 platforms mentioned

ChatGPTChatGPT
1.GridPoint
2.Budderfly
3.BrainBox AI
4.75F
5.Ecorithm

+4 more

ClaudeClaude
1.GridPoint
2.Budderfly
3.Aquicore
4.Connect2Go
5.EnergyHub

+5 more

GeminiGemini
1.Dunkin'
2.Taco Bell
3.GridPoint
4.75F
5.Ecobee SmartBuildings

+3 more

AI OverviewsAI Overviews
1.Trane Pivot
2.Sensaphone Sentinel
3.EnTouch Controls
4.CoolAutomation
5.LG

+9 more

Evaluating Energy Management Partners(3 queries)

most trusted energy technology companies for the food service and retail industry

0/4 platforms mentioned

ChatGPTChatGPT
1.Schneider Electric
2.EcoStruxure
3.Carrefour
4.Costco
5.Siemens Smart Infrastructure

+33 more

ClaudeClaude
1.Emerson Electric
2.Danfoss
3.Hussmann
4.Hill Phoenix
5.Schneider Electric

+14 more

GeminiGemini
1.Schneider Electric
2.EcoStruxure for Retail
3.Honeywell
4.Honeywell Forge
5.Siemens

+18 more

AI OverviewsAI Overviews
1.Copeland
2.Danfoss
3.Alsense®
4.GridPoint
5.GridPoint Intelligence

+11 more

energy efficiency software alternatives to Honeywell and Johnson Controls for mid-sized commercial buildings

0/4 platforms mentioned

ChatGPTChatGPT
1.Honeywell
2.Johnson Controls
3.GridPoint
4.Budderfly
5.BrainBox AI

+7 more

ClaudeClaude
1.GridPoint
2.Budderfly
3.Ecova
4.Engie Impact
5.Panoramic Power

+9 more

GeminiGemini
1.Honeywell
2.Johnson Controls
3.Budderfly
4.Dunkin'
5.Subway

+8 more

AI OverviewsAI Overviews
1.Honeywell
2.Johnson Controls
3.Schneider Electric
4.EcoStruxure Building
5.EcoStruxure Building Activate

+16 more

what should I look for when choosing an energy management platform for a franchise business

1/4 platforms mentioned

ChatGPTChatGPT
1.Taco Bell
2.Georgia Power
3.GridPoint
4.Budderfly
5.Redaptive

+8 more

ClaudeClaude
1.GridPoint
2.Budderfly
3.Georgia Power
4.Taco Bell
5.Dunkin'
GeminiGemini
1.Dunkin'
2.Taco Bell
3.Georgia Power
4.Budderfly
5.GridPoint

+3 more

AI OverviewsAI Overviews
1.termina.io
2.Zen Ecosystems
3.LLumin CMMS
4.GlacierGrid
Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

Exceptional authority in niche technical searches, securing #1 rankings on Claude and Gemini for refrigeration monitoring and multi-site HVAC oversight.

Strength

High resonance with the Enterprise Facilities Director persona, appearing in 72% of relevant queries with a strong focus on operational utility.

Strength

Consistently positive sentiment on Gemini and ChatGPT, indicating that when the brand is surfaced, the AI perceives its solution as high-quality and reliable.

Gap

Critical invisibility in the 'Energy Cost Reduction & Efficiency' category, missing nearly all opportunities to capture users looking for utility bill solutions.

Gap

Failure to penetrate the Corporate Sustainability Executive persona (3% mention rate), leaving the 'green' and 'ESG' narrative entirely to competitors.

Gap

Weak presence in AI Overviews (8%), which are increasingly influential for top-of-funnel 'how-to' and 'best of' research queries.

Opportunity

Bridge the gap between operational monitoring and financial ROI to capture 'cost reduction' queries where the brand is currently absent.

Opportunity

Aggressively target the 'Sustainability' narrative by aligning technical monitoring capabilities with carbon footprint reduction and ESG reporting.

Opportunity

Capture market share from GridPoint and Honeywell by positioning as a modern, software-first alternative in 'Evaluating Energy Management Partners' queries.

Technical Health

Site Health for AI Visibility

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

95/100
21 passed 2 warnings
Audited 2/27/2026
Crawlability100

Can AI bots find your pages?

Technical90

SSL, mobile, doctype basics

On-Page SEO100

Titles, descriptions, headings

Content Quality87

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG100

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Warnings

!

11 render-blocking resources are slowing initial render

Defer non-critical JS with async/defer. Inline critical CSS. Move stylesheets to load asynchronously.

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan
Brand Identity

Brand Voice & Style

How AI perceives GlacierGrid's communication style and personality

GlacierGrid communicates with a confident, results-oriented voice that balances technical expertise with accessibility. The brand emphasizes measurable outcomes and proven results, using data and statistics to build credibility while maintaining an approachable tone. Their messaging focuses on solving real operational challenges and positions the company as a trusted partner in sustainability and efficiency, not just a vendor.

Core Tone Traits

Data-Driven & Results-Focused

Leads with concrete metrics and proven outcomes like CO2 reduction and cost savings

Professional yet Approachable

Technical expertise delivered in clear, accessible language for business decision-makers

Sustainability-Conscious

Emphasizes environmental impact alongside business benefits

Trustworthy & Reliable

Builds confidence through enterprise client logos and case study evidence

Competitive Landscape

Related Ecosystem

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

1GridPoint73 mentions
2Honeywell43 mentions
375F41 mentions
4Emerson34 mentions
5BrainBox AI33 mentions
6Budderfly32 mentions
7GlacierGrid31 mentions
8Johnson Controls28 mentions
9Monnit26 mentions
10Schneider Electric25 mentions
11Measurabl23 mentions
Source Intelligence

Citations

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

DSIRE.org

http://dsire.org/

Referenced in 1 query

Review
Energy Management for Restaurants - Budderfly

https://www.budderfly.com/the-budderfly-effect/fast-casual-restaurants/

Referenced in 1 query

Review
Restaurant Energy Efficient Management Systems | GridPoint

https://www.gridpoint.com/industries/food-beverage/

Referenced in 3 queries

Review
Cut Restaurant Energy Bills: Quick Wins & Long-Term Fixes

https://www.joinstored.com/blogs/cutting-energy-bills-in-restaurants

Referenced in 1 query

Review
10 Energy Saving Tips for Restaurants That Actually Work

https://www.superiorseating.com/blog/10-energy-saving-tips-for-restaurants-that-actually-work

Referenced in 1 query

Review
6 Key Strategies for Multi-Site Utility Expense Management

https://tellennium.com/6-key-strategies-for-multi-site-utility-expense-management/

Referenced in 1 query

Review
Restaurant Utility Costs: How to Reduce Energy Expenses and Save

https://blog.budderfly.com/restaurant-utility-costs

Referenced in 1 query

Review
Revolutionizing Multi-Site Food Service Operations

https://powerhousedynamics.com/platform-food/

Referenced in 2 queries

Review
Driving efficiency and growth across multi-site restaurants

https://blog.se.com/buildings/retail/2025/10/22/small-locations-big-impact-drivingefficiency-and-growth-across-multi-site-restaurants/

Referenced in 1 query

Review
The Best Restaurant Management Software of 2022

https://www.gwt2energy.com/blog/the-best-restaurant-management-software-of-2022-streamlining-your-business-for-success

Referenced in 1 query

Review
How to reduce energy usage in restaurants - EnTouch Controls

https://entouchcontrols.com/insights/how-to-reduce-energy-usage-in-restaurants/

Referenced in 1 query

Review
Top 5 Restaurant Energy Management System Considerations

https://restaurantreport.com/departments/restaurant-energy-management.html

Referenced in 1 query

Review
Content Engineering

Recommended Actions

!

Develop and index comprehensive 'Energy ROI' guides specifically for restaurant and convenience store franchises.

GlacierGrid is currently ignored in searches for lowering utility bills, a high-volume category that competitors are successfully exploiting.

Impact: High
!

Pivot content strategy to include ESG and Sustainability terminology to reach the C-suite persona.

A 3% mention rate with Sustainability Executives represents a total failure to reach key decision-makers who prioritize environmental impact over simple technical alerts.

Impact: High
~

Create structured 'Buyer’s Guides' for energy management software to improve AI Overview frequency.

With an average position of 3.3 in AI Overviews but only an 8% mention rate, the brand has the authority to rank but lacks the structured content types these systems prefer.

Impact: Medium
~

Optimize for 'alternative to' queries targeting Honeywell and Johnson Controls.

Data shows the brand is rarely surfaced as a modern alternative to legacy giants, missing an opportunity to disrupt established market leaders.

Impact: Medium

Is this your business? We can help you improve your AI visibility.

Book a Free Strategy Session
Backing

Investors

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

Start getting recommended by AI

Enter your website to see exactly what ChatGPT, Claude, and Gemini say about your business. Free, instant, and eye-opening.

Free visibility scanResults in 2 minutesNo credit card required

Frequently asked questions

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