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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Ecomedes

Visibility41

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

41/100

Moderate

Sentiment Score

99/100

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

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.

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 reach level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation Brand recognition & direct queries	40	45	54	22
Core Topics Product/service category queries	46	46	79	56
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

Growth Areas

Adjacent, aspirational & visionary

—

Competitive Landscape

EC3

104 mentions

mindful MATERIALS

101 mentions

One Click LCA

87 mentions

Revit

69 mentions

Tally

56 mentions

Building Transparency

50 mentions

Loading visibility matrix...

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

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.

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

Web1 ref

Shaw Contract

shawcontract.com

Web1 ref

Interface

interface.com

Web1 ref

Tarkett

tarkett.com

Web1 ref

Forbo

forbo.com

Web1 ref

Mohawk Group

mohawkgroup.com

Web1 ref

Mannington Commercial

manningtoncommercial.com

Web1 ref

EC3 Tool

buildingtransparency.org

Web1 ref

EPD International

environdec.com

Web1 ref

UL Product Lens

productlens.ul.com

Web1 ref

mindful MATERIALS

mindfulmaterials.com

Web1 ref

Tally

kierantimberlake.com

Web1 ref

Finding EPDs for LEED v4 and v4.1

getgreenbadger.com

Web1 ref

Low-Emitting Materials | U.S. Green Building Council

usgbc.org

Web1 ref

Low-emitting materials | U.S. Green Building Council

usgbc.org

Web1 ref

Competitive Landscape

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

EC3104 mentions

mindful MATERIALS101 mentions

One Click LCA87 mentions

Revit69 mentions

Ecomedes65 mentions

Tally56 mentions

Building Transparency50 mentions

UL SPOT38 mentions

Green Badger35 mentions

HPD Public Repository34 mentions

Sustainable Minds30 mentions

Brand Identity

Brand Voice & Style

How AI perceives Ecomedes's communication style and personality

Ecomedes communicates with a professional, solution-oriented tone that emphasizes efficiency and sustainability impact. The brand voice balances technical credibility with accessibility, speaking confidently about complex compliance topics while making them approachable. They use data-driven messaging to demonstrate ROI and time savings, while maintaining an underlying mission-driven purpose around building a better world through sustainability.

Core Tone Traits

Professional & Credible

Uses industry terminology and data to establish authority in sustainable building materials

Solution-Focused

Emphasizes practical benefits like time savings and streamlined workflows

Mission-Driven

Connects product features to larger sustainability and environmental goals

Clear & Efficient

Communicates complex compliance information in digestible, actionable terms

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.

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Frequently asked questions

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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

AI Visibility Score

Ecomedes has an AI visibility score of 43/100, rated as moderate. This score reflects how often and how prominently Ecomedes appears in responses from AI assistants like ChatGPT, Claude, and Gemini.

AI Perception Summary

Strengths

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.

Visibility Gaps

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.

Competitors in AI Recommendations

EC3: 104 mentions
mindful MATERIALS: 101 mentions
One Click LCA: 87 mentions
Revit: 69 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
Declare: 30 mentions
UL Solutions: 21 mentions
Procore: 20 mentions
Cove.tool: 20 mentions
Sustainable Minds Transparency Catalog: 17 mentions

Categories: Construction Technology