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

Get a demo

CivilGrid

Visibility20

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

20/100

Low

Sentiment Score

93/100

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

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.

Working in your favor

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

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

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

Gaps to close

Total invisibility to The Geospatial Data Specialist and Risk-Averse Principal Engineer personas (0% mention rate).

Zero presence in AI Overviews across all tested queries, missing a critical search-to-AI conversion point.

Struggling visibility on ChatGPT with an average position of 15.5, placing the brand far below competitors like Procore and Nearmap.

Opportunities

Capture the technical intent of 'utility mapping' and 'geotechnical data' where Gemini and Claude already show receptiveness.

Disrupt the 'ConTech Stack' conversation by leaning into the brand's high ranking as a modern alternative to legacy software like AutoCAD or Bentley.

Bridging the gap between project management efficiency and technical engineering trust.

Highest-Impact 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.

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 priority level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Brand recognition & direct queries	97	97	97	97
“What do you know about CivilGrid? What do they do and what's their reputation?”	#1	#1	#1	#1
Core6q Product/service category queries	70	82	76	0
“best ways to get utility maps and visualize underground infrastructure for a new municipal project”	#11	#9	#2	No
“most trusted pre-construction data platforms for civil engineering firms right now”	#14	#2	#2	No
“how do I find environmental constraints and geotechnical data for a specific site, what platforms should I use”	#18	#16	#2	No
“recommend some tools for utility mapping and project scoping that aren't just standard CAD software”	#19	#6	No	No
“what are the best site analysis and geospatial tools for construction, specific software recommendations please”	#27	#1	#4	No
“pre-construction software alternatives to Procore or Autodesk that focus specifically on site data and utilities”	#4	#3	#11	No
Growth Areas3q Adjacent, aspirational & visionary	0	91	97	0
“what data should I check before starting a new commercial construction project to avoid site delays”	No	#4	#1	No
“help me build a site due diligence workflow for a utility-scale solar project”	No	#3	#1	No
“how can my engineering team share survey and utility data more effectively during pre-construction”	No	#2	#1	No

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

“best ways to get utility maps and visualize underground infrastructure for a new municipal project”

#11

“most trusted pre-construction data platforms for civil engineering firms right now”

#14

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

#18

#16

“recommend some tools for utility mapping and project scoping that aren't just standard CAD software”

#19

“what are the best site analysis and geospatial tools for construction, specific software recommendations please”

#27

“pre-construction software alternatives to Procore or Autodesk that focus specifically on site data and utilities”

#11

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

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

“how can my engineering team share survey and utility data more effectively during pre-construction”

Competitive Landscape

Procore

67 mentions

Nearmap

54 mentions

Civil 3D

48 mentions

Autodesk Construction Cloud

47 mentions

ArcGIS Pro

36 mentions

Esri

35 mentions

Bentley

32 mentions

QGIS

28 mentions

Autodesk

27 mentions

DroneDeploy

26 mentions

CivilGrid

23 mentions

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

CivilGrid

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Construction Technology

Start gettingrecommended by AI.

Frequently asked questions

CivilGrid

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Construction Technology

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.