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

Ecomedes

Visibility40

Vibe99

Businesses/Construction Technology/Ecomedes

AI Visibility & Sentiment

Ecomedes

Ecomedes is a B2B platform that connects building product buyers and sellers to accelerate the adoption of sustainable building materials. They digitize product information and business processes, enabling manufacturers, specifiers, and contractors to discover products and save time on evaluating and documenting compliance.

Active Monitoring

ecomedes.com

Construction Technology

AI Visibility Score

40/100

Moderate

Sentiment Score

99/100

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Ecomedes today.

Ecomedes has successfully captured the Enterprise Sustainability Lead persona with a dominant 80% mention rate, yet it faces a critical visibility gap among tactical Project Architects where mentions plummet to a meager 18%. While the brand performs exceptionally well in Gemini searches, it is currently being outpaced in the 'material selection' phase by competitors like EC3 and mindful MATERIALS, leaving a significant opening for rivals to capture high-intent users during the product discovery stage.

Working in your favor

Exceptional performance in Sustainability Documentation Workflow queries, frequently securing #1 and #2 rankings on ChatGPT and Claude for LEED documentation tasks.

Strong brand resonance with Enterprise Sustainability Leads (80% mention rate), positioning Ecomedes as the authoritative choice for high-level compliance management.

High visibility on Gemini (64% mention rate), where the platform is consistently cited for its database capabilities and manufacturer data strategy.

Gaps to close

Severe underperformance in specific material discovery queries, such as 'low carbon concrete' and 'LEED v4.1 flooring,' where the brand often fails to be mentioned entirely.

A significant drop-off in AIOverviews (23% mention rate) compared to conversational LLMs suggests the brand's web content is not yet optimized for Google's search generative experience.

Weak visibility among Project Architects and Independent Consultants, who are often the primary users selecting specific building products.

Opportunities

Capitalize on the current 'Sustainability Documentation' dominance by expanding content to cover the 'Product Selection' phase of the lifecycle.

Leverage Gemini's existing affinity for the brand to improve Google AIOverview presence through enhanced structured data and technical SEO focused on material attributes.

Displace competitors like EC3 and mindful MATERIALS by targeting 'Category Trust' queries where Ecomedes is currently mentioned but ranked lower (avg pos 5.5+).

Highest-Impact Actions

Optimize for Granular Material Queries

Ecomedes is currently invisible in specific material searches like 'low carbon concrete.' Improving product-level visibility will bridge the gap between being a documentation tool and a discovery platform.

Architect-Focused Visibility Campaign

With only an 18% mention rate for Project Architects, Ecomedes is missing the primary user group. Tailoring technical guides and case studies for this persona is essential for full-funnel AI visibility.

SGE/AIOverview Technical Audit

The 41-point gap between Gemini and AIOverview performance suggests that while the LLM 'knows' the brand, the website is not successfully feeding the Google Search generative engine.

Value Proposition

Manage and evaluate building product data in seconds, not days - providing the most 3rd party verified data for LEED Credits, EPDs, HPDs, and environmental compliance

Overview

Mission

Join us to help transform the industry and build a better world through accelerated adoption of sustainable building products

Products & Services

Sustainable product database and search platformEnvironmental compliance documentation automationProduct evaluation and comparison toolsManufacturer product data managementSustainability certification verification

Current State

Visibility Landscape

A high-level view of how Ecomedes 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 Ecomedes? What do they do and what's their reputation?”	#1	#1	#1	#1
Core9q Product/service category queries	85	91	83	35
“how to find leed v4.1 compliant flooring for a commercial project and compare their epds”	#1	#1	#3	#5
“how to automate environmental compliance documentation for a building project so i don't have to do it manually”	#4	#1	#3	No
“most trusted sustainable building product databases for architects right now”	#1	#2	#3	#2
“find me low carbon concrete options for a build in california and tell me what brands to look at”	#22	#19	#29	No
“best way to compare the environmental impact of different insulation brands for a net zero project”	#6	#1	#5	No
“help me find a tool for verifying sustainability certifications like hpd and epd for a big list of products”	#2	#1	#1	No
“what is the fastest way to generate a leed documentation report for all the materials in my building”	#6	#1	#2	No
“what are the best reviewed environmental product evaluation tools for the construction industry”	#2	#1	#3	No
“compare top construction tech platforms for sustainability management and documentation”	#1	#1	#3	No
Growth Areas2q Adjacent, aspirational & visionary	96	96	94	56
“best platforms for building product manufacturers to share epd and hpd data with architects”	#2	#2	#1	#3
“how to manage building product data and get it into specifier databases efficiently”	#1	#1	#3	No

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

“how to find leed v4.1 compliant flooring for a commercial project and compare their epds”

“how to automate environmental compliance documentation for a building project so i don't have to do it manually”

“most trusted sustainable building product databases for architects right now”

“find me low carbon concrete options for a build in california and tell me what brands to look at”

#22

#19

#29

“best way to compare the environmental impact of different insulation brands for a net zero project”

“help me find a tool for verifying sustainability certifications like hpd and epd for a big list of products”

“what is the fastest way to generate a leed documentation report for all the materials in my building”

“what are the best reviewed environmental product evaluation tools for the construction industry”

“compare top construction tech platforms for sustainability management and documentation”

“best platforms for building product manufacturers to share epd and hpd data with architects”

“how to manage building product data and get it into specifier databases efficiently”

Competitive Landscape

EC3

104 mentions

mindful MATERIALS

101 mentions

One Click LCA

87 mentions

Revit

69 mentions

Ecomedes

65 mentions

Tally

56 mentions

Building Transparency

50 mentions

UL SPOT

38 mentions

Green Badger

35 mentions

HPD Public Repository

34 mentions

Sustainable Minds

30 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Exceptional performance in Sustainability Documentation Workflow queries, frequently securing #1 and #2 rankings on ChatGPT and Claude for LEED documentation tasks.

Strength

Strong brand resonance with Enterprise Sustainability Leads (80% mention rate), positioning Ecomedes as the authoritative choice for high-level compliance management.

Strength

High visibility on Gemini (64% mention rate), where the platform is consistently cited for its database capabilities and manufacturer data strategy.

Recommended Actions

Optimize for Granular Material Queries

Architect-Focused Visibility Campaign

SGE/AIOverview Technical Audit

The 41-point gap between Gemini and AIOverview performance suggests that while the LLM 'knows' the brand, the website is not successfully feeding the Google Search generative engine.

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

Eco Friendly Material Selection(3 queries)

“how to find leed v4.1 compliant flooring for a commercial project and compare their epds”

2/4 platforms mentioned

Core

ChatGPT

1.Interface

2.Shaw Contract

3.Tarkett

4.Mohawk Group

5.Mannington Commercial

+13 more

Claude

1.Shaw Contract

2.Interface

3.Tarkett

4.Forbo

5.Mohawk Group

+10 more

Gemini

1.Mindful Materials

2.Sustainable Minds Transparency Catalog

3.UL SPOT

4.Underwriters Laboratories

5.Ecomedes

+11 more

AI Overviews

1.Green Badger

2.mindful MATERIALS

3.UL SPOT

4.UL Solutions

5.Ecomedes

+5 more

“find me low carbon concrete options for a build in california and tell me what brands to look at”

3/4 platforms mentioned

Core

The Enterprise Sustainability Lead · Director of Sustainability

ChatGPT

1.CarbonCure

2.CEMEX

3.Vertua

4.Heidelberg Materials

5.Lehigh Hanson

22.Ecomedes

+16 more

Claude

1.Holcim ECOPact

2.Cemex Vertua

3.Boral TruPozzolan

4.CarbonCure

5.Heidelberg Materials

19.Ecomedes

+20 more

Gemini

1.Central Concrete

2.Vulcan

3.EF Technology

4.National Ready Mixed

5.CarbonStar

29.Ecomedes

+24 more

AI Overviews

1.Central Concrete

2.Vulcan Materials

3.CarbonCure

4.National Ready Mixed Concrete

5.Cemex

+6 more

“best way to compare the environmental impact of different insulation brands for a net zero project”

3/4 platforms mentioned

Core

The Enterprise Sustainability Lead · Director of Sustainability

ChatGPT

1.UL SPOT

2.ASTM EPD Portal

3.IESVE

4.EnergyPlus

5.Cove.tool

6.Ecomedes

+5 more

Claude

1.Ecomedes

2.Mindful Materials

3.EC3

4.Building Transparency

5.Revit

+16 more

Gemini

1.One Click LCA

2.Tally

3.TallyCat

4.EC3

5.Ecomedes

+9 more

AI Overviews

1.Insulation Institute

2.Zero Energy Project

3.EC3

4.BEAM

5.Tally

+5 more

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.

EC3 Tool

ec3.org

Ecomedes

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

Ecomedes

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.