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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CivilGrid

Visibility16

Vibe93

Businesses/Construction Technology/CivilGrid

AI Visibility & Sentiment

CivilGrid

CivilGrid is a geospatial data platform that serves as 'Google Maps for Pre-Construction,' helping engineering and construction teams access comprehensive utility, environmental, and geotechnical data in one collaborative platform. The company enables faster project scoping and planning through automated analysis and interactive mapping tools.

Active Monitoring

civilgrid.com

Construction Technology

AI Visibility Score

16/100

Invisible

Sentiment Score

93/100

Score by Reach

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

aspirational

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe CivilGrid today.

CivilGrid is currently a 'sleeper' hit for Efficiency-Driven Project Managers, achieving a dominant 64% mention rate with this persona, yet it remains completely invisible to the technical engineers and geospatial specialists who finalize procurement. While the brand secures elite top-3 rankings on Gemini and Claude when triggered, its overall score of 18 is suppressed by a total absence from AI Overviews and poor performance across foundational site due diligence queries.

Value Proposition

Centralizes proprietary utility, environmental, geotechnical, and critical site data into a single collaborative platform, dramatically reducing design time, risk, and costs for pre-construction teams

Overview

Mission

To be where engineering and construction teams go to start every project, providing the most comprehensive pre-construction dataset through geospatial visualization and automated analysis

Products & Services

Comprehensive pre-construction geospatial datasetUtility mapping and visualizationEnvironmental constraints analysisGeotechnical data accessCollaborative project scoping platform

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini
Reputation Brand recognition & direct queries	18	29	32
Core Topics Product/service category queries	0	39	45
Growth Areas Adjacent, aspirational & visionary	0	39	45

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

Growth Areas

Adjacent, aspirational & visionary

Competitive Landscape

Procore

67 mentions

Nearmap

54 mentions

Civil 3D

48 mentions

Autodesk Construction Cloud

47 mentions

ArcGIS Pro

36 mentions

Esri

35 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

High-tier positioning on Gemini (avg pos 3.0) and Claude (avg pos 5.1) for stack evaluation queries.

Strength

Dominant resonance with the Efficiency-Driven Project Manager persona (64% mention rate).

Strength

Perfect performance in brand-specific 'vibe checks,' indicating a clear and consistent brand identity across all platforms.

Recommended Actions

Produce technical documentation and case studies focused on Subsurface Utility Engineering (SUE) and GIS data accuracy.

CivilGrid currently has 0% visibility among Engineers and Geospatial Specialists; technical, data-heavy content is required to influence the LLMs serving these personas.

Optimize site content for AI Overviews by using structured data and concise, list-based answers for site due diligence workflows.

A 0% mention rate in AI Overviews suggests that current content is not formatted in the authoritative, modular way Google's SGE requires.

Increase brand citations on high-authority AEC (Architecture, Engineering, Construction) industry review and news platforms.

ChatGPT's low average position (15.5) indicates a lack of third-party validation compared to dominant players like Procore and Esri.

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

Site Due Diligence & Feasibility(3 queries)

“what data should I check before starting a new commercial construction project to avoid site delays”

0/4 platforms mentioned

Adjacent

ChatGPT

1.First American

2.Fidelity National Title

3.Terracon

4.Golder Associates

5.WSP

+3 more

Claude

1.ENR Construction Cost Index

2.Procore

3.eSUB

4.BIMx

5.Autodesk Construction Cloud

Gemini

1.Terracon

2.GPR Data Inc.

3.811

4.Utiliscan

5.LandVision

+10 more

AI Overviews

1.Chad Fisher Construction

2.BC Group

3.SHF International

4.blueteamcorp.com

5.AEI Consultants

“how do I find environmental constraints and geotechnical data for a specific site, what platforms should I use”

0/4 platforms mentioned

Core

The Geospatial Data Specialist · GIS Manager

ChatGPT

1.ArcGIS

2.IPaC

3.ECOS

4.3DEP

5.NHD

+18 more

Claude

1.Civil 3D

2.ArcGIS Pro

3.ArcGIS

4.gINT

5.Keystone Environmental

+5 more

Gemini

1.Civil 3D

2.ArcGIS Pro

3.Geotechnical Modeler

4.LightBox

5.EDR

+7 more

AI Overviews

1.OpenGround

2.Bentley

3.Latapult

4.Stage1

5.Terracon

“help me build a site due diligence workflow for a utility-scale solar project”

0/4 platforms mentioned

Aspirational

The Geospatial Data Specialist · GIS Manager

ChatGPT

1.Civil 3D

2.ArcGIS Pro

3.ModelBuilder

4.Python

5.NREL SAM

+13 more

Claude

1.Civil 3D

2.PVsyst

3.ArcGIS Pro

4.MISO

5.SPP

+20 more

Gemini

1.Civil 3D

2.Bluebeam

3.Regrid

4.Nearmap

5.ArcGIS

+13 more

AI Overviews

1.Mintz

2.Transect

3.PVsyst

4.MISO

5.PJM

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.

blueteamcorp.com

Web1 ref

What Are The Ten Requirements Before Starting Commercial ...

vanbruntco.com

Web1 ref

Due Diligence In Commercial Construction

bcgroup-inc.com

Web1 ref

Real Estate Due Diligence: Essential Documents that Need ...

dfmdevelopment.com

Web1 ref

Commercial Site Selection: What to Know, Before You Build

builtmammoth.com

Web1 ref

How to Prevent Construction Project Delays (24 Tips) - CMAA

cmaanet.org

Web1 ref

How to Avoid Construction Project Delays Via Agency Coordination

jdj-consulting.com

Web1 ref

Top Construction Risks and How to Mitigate Them

aeiconsultants.com

Web1 ref

Avoid Commercial Construction Delays: Expert Tips

shfcontracting.com

Web1 ref

Commercial Construction Risk Management: 8 Types of Risks ...

dub-l-ee.com

Web1 ref

Is it a Reasonable Timeline? Factors that Will Determine ...

blueteamcorp.com

Web1 ref

How To Avoid Delays In Commercial Construction Projects

cfisherconstruction.com

Web1 ref

Construction Vendor Management: How to Avoid Project Delays

netvendor.com

Web1 ref

Due Diligence: Thoroughly Investigating the Technical ...

areadevelopment.com

Web1 ref

7 Tips To Avoid Common Construction Delays

cfisherconstruction.com

Web1 ref

Competitive Landscape

Brands and products that AI platforms mention alongside or instead of CivilGrid.

Procore67 mentions

Nearmap54 mentions

Civil 3D48 mentions

Autodesk Construction Cloud47 mentions

ArcGIS Pro36 mentions

Esri35 mentions

Bentley32 mentions

QGIS28 mentions

Autodesk27 mentions

DroneDeploy26 mentions

CivilGrid23 mentions

Brand Identity

Brand Voice & Style

How AI perceives CivilGrid's communication style and personality

CivilGrid communicates with confident technical authority while remaining accessible to busy professionals. The brand voice is solution-oriented and efficiency-focused, emphasizing tangible outcomes like time savings and cost reduction. It balances professional credibility with a collaborative, supportive tone that positions CivilGrid as a trusted partner rather than just a software vendor. The messaging is clear, direct, and data-driven without being overly technical or jargon-heavy.

Core Tone Traits

Professionally Authoritative

Speaks with confidence about complex technical subjects while maintaining credibility

Solution-Oriented

Focuses on outcomes and benefits rather than features, emphasizing efficiency gains

Collaborative & Supportive

Positions as a partner in project success, emphasizing teamwork and shared goals

Clear & Direct

Communicates complex geospatial concepts in accessible, straightforward language

Backing

Investors

Blue Moon

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.