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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Living Carbon

Visibility25

Vibe82

Businesses/Climate Technology & Environmental Services/Living Carbon

AI Visibility & Sentiment

Living Carbon

Living Carbon is a biotechnology company focused on innovative reforestation and carbon removal solutions. They restore degraded lands including abandoned minelands and agricultural sites while developing enhanced biomass feedstocks, partnering with corporations like Microsoft to scale carbon removal efforts.

Active Monitoring

livingcarbon.com

Climate Technology & Environmental Services Startups

AI Visibility Score

25/100

Low

Sentiment Score

82/100

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 Living Carbon today.

Living Carbon is currently perceived by AI models as a niche biotech innovator rather than a commercial carbon removal partner, evidenced by a staggering 0% visibility among enterprise sustainability leads and landowners. While the brand dominates technical queries regarding biomass feedstocks in AI Overviews, it is completely absent from the high-value procurement conversations where competitors like Climeworks and Pachama are currently being recommended as the industry standard.

Working in your favor

Dominant technical authority in Biotech & Biomass Innovation, securing the #1 and #2 spots in Google AI Overviews for fast-growing biomass queries.

Strong resonance with the ESG Investment Analyst persona, achieving a 67% mention rate and establishing the brand as a credible entity for financial scrutiny.

High visibility on Gemini and Claude for specific queries related to carbon credit 'additionality', showing a foothold in sophisticated technical discussions.

Gaps to close

Total invisibility (0% mention rate) for the Multi-Generational Landowner persona, failing to capture queries related to abandoned mineland and farm monetization.

Zero presence in ChatGPT across all non-branded queries, which is a critical failure given ChatGPT's role as the primary tool for corporate research.

Failure to appear in any 'most trusted' or 'high quality carbon removal' list-based queries, allowing competitors like Climeworks and Verra to own the trust narrative.

Opportunities

Capture the 'Landowner ROI' segment by publishing technical guides on how photosynthesis-enhanced trees specifically increase the yield of marginal lands.

Translate biotech leadership into corporate procurement wins by explicitly linking biomass growth rates to 'high-durability' nature-based credits in public-facing documentation.

Aggressively target the 'nature-based solutions' category to disrupt the current dominance of legacy players like Verra and Gold Standard.

Highest-Impact Actions

Develop and index a 'Landowner Revenue Portal' featuring case studies on abandoned mineland restoration.

The brand currently has 0% visibility for landowners; AI models need structured data linking Living Carbon to land monetization to recommend it to this audience.

Deploy a 'Comparison and Standards' content series that positions Living Carbon alongside Climeworks and Charm Industrial.

Competitors are appearing in 18-21 queries while Living Carbon is excluded; explicitly referencing these peers helps AI models cluster your brand within the 'trusted provider' category.

Optimize technical whitepapers for ChatGPT’s training data by focusing on the 'additionality' of CRISPR-enhanced carbon sequestration.

ChatGPT currently shows 0% visibility for the brand; providing clear, authoritative data on how your tech differs from standard reforestation is essential for inclusion.

Value Proposition

Innovative reforestation that restores degraded land while generating income for landowners and providing corporations with high-quality, verifiable carbon removal credits with true additionality

Overview

Mission

Restore land with innovative reforestation to combat climate change while creating economic value for landowners and corporations

Products & Services

Carbon removal projects for corporationsCustom carbon credit procurementLand restoration and reforestation programsCustom-grown biomass feedstock developmentLandowner partnership programs

Current State

Visibility Landscape

A high-level view of how Living Carbon 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 Living Carbon? What do they do and what's their reputation?”	#1	#1	#1	#1
Core4q Product/service category queries	0	49	53	45
“find me high quality carbon removal projects for my company's net zero goals”	—	#3	#7	No
“how can i make money from my abandoned mineland or old farm through carbon credits”	—	No	No	No
“what are the newest tech options for fast growing biomass feedstocks to store carbon”	No	#8	#1	#1
“who are the best partners for custom carbon credit procurement right now”	No	No	No	No
Growth Areas2q Adjacent, aspirational & visionary	0	0	50	0
“most trusted climate technology companies for carbon removal”	No	No	No	No
“how can my business buy carbon credits that actually have additionality and real impact”	—	No	#5	No

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

“find me high quality carbon removal projects for my company's net zero goals”

—

“how can i make money from my abandoned mineland or old farm through carbon credits”

—

“what are the newest tech options for fast growing biomass feedstocks to store carbon”

“who are the best partners for custom carbon credit procurement right now”

“most trusted climate technology companies for carbon removal”

“how can my business buy carbon credits that actually have additionality and real impact”

—

Competitive Landscape

Climeworks

21 mentions

Verra

20 mentions

Gold Standard

18 mentions

Charm Industrial

18 mentions

Nori

14 mentions

Carbon Engineering

12 mentions

Pachama

11 mentions

Puro.earth

10 mentions

American Carbon Registry

8 mentions

South Pole

8 mentions

Living Carbon

7 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Dominant technical authority in Biotech & Biomass Innovation, securing the #1 and #2 spots in Google AI Overviews for fast-growing biomass queries.

Strength

Strong resonance with the ESG Investment Analyst persona, achieving a 67% mention rate and establishing the brand as a credible entity for financial scrutiny.

Strength

High visibility on Gemini and Claude for specific queries related to carbon credit 'additionality', showing a foothold in sophisticated technical discussions.

Recommended Actions

Develop and index a 'Landowner Revenue Portal' featuring case studies on abandoned mineland restoration.

The brand currently has 0% visibility for landowners; AI models need structured data linking Living Carbon to land monetization to recommend it to this audience.

Deploy a 'Comparison and Standards' content series that positions Living Carbon alongside Climeworks and Charm Industrial.

Competitors are appearing in 18-21 queries while Living Carbon is excluded; explicitly referencing these peers helps AI models cluster your brand within the 'trusted provider' category.

Optimize technical whitepapers for ChatGPT’s training data by focusing on the 'additionality' of CRISPR-enhanced carbon sequestration.

ChatGPT currently shows 0% visibility for the brand; providing clear, authoritative data on how your tech differs from standard reforestation is essential for inclusion.

Content Engineering

Content Ideas

Content designed to help AI agents learn about your category and recommend your brand.

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

Corporate Sustainability & Carbon Offsetting(3 queries)

“find me high quality carbon removal projects for my company's net zero goals”

0/3 platforms mentioned

Core

Claude

1.Climeworks

2.Carbon Engineering

3.Nori

4.Indigo Carbon

5.Gold Standard

+2 more

Gemini

1.Climeworks

2.Carbon Engineering

3.Heirloom Carbon

4.Vesta

5.CarbonCure Technologies

+5 more

AI Overviews

1.Climeworks

2.1PointFive

3.STRATOS

4.CarbonCapture

5.Project Bison

+13 more

“how can my business buy carbon credits that actually have additionality and real impact”

0/3 platforms mentioned

Adjacent

The Enterprise Sustainability Director · Chief Sustainability Officer (CSO)

Claude

1.Gold Standard

2.Verra

3.American Carbon Registry

4.Puro.earth

5.Pachama

+2 more

Gemini

1.Sylvera

2.Evergrow

3.Azure Fund

4.Earthly

5.Coastal Carbon

+12 more

AI Overviews

1.Abatable

2.Verra

3.Gold Standard

4.American Carbon Registry

5.Puro.earth

+8 more

“who are the best partners for custom carbon credit procurement right now”

0/4 platforms mentioned

Core

The Enterprise Sustainability Director · Chief Sustainability Officer (CSO)

ChatGPT

1.Carbon Direct

2.South Pole

3.Natural Capital Partners

4.Climeworks

5.Carbfix

+11 more

Claude

1.Pachama

2.Nori

3.Frontier Climate

4.Carbon Direct

5.ClimateWorks Capital

Gemini

1.Pachama

2.NCX

3.Charm Industrial

4.Watershed

5.Climeworks

+3 more

AI Overviews

1.Senken

2.Vodafone

3.Deutsche Telekom

4.Carbon Direct

5.Regreener

+9 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.

The 5 Best Forest Carbon Credit Types of 2026 | Regreener

regreener.earth

Living Carbon

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Living Carbon

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.