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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Light Eagle AG

Visibility67

Vibe80

Businesses/Impact Investing & Sustainable Finance/Light Eagle AG

AI Visibility & Sentiment

Light Eagle AG

Light Eagle AG is a Swiss-based impact investment and governance innovation organization focused on environmental sustainability. They invest in startups and funds, co-create collaborative initiatives, and build operational teams to nurture both the planet and future generations through systemic collaboration and multi-capital thinking.

Active Monitoring

Impact Investing & Sustainable Finance

AI Visibility Score

67/100

Good

Sentiment Score

80/100

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 Light Eagle AG today.

Light Eagle AG maintains a strong, authoritative presence for brand-specific and reputation-based queries, consistently ranking #1 across all platforms. However, the brand is nearly invisible in discovery-phase queries related to impact venture co-creation and sustainable wealth transition, resulting in a moderate overall score of 43.

Working in your favor

Dominant #1 ranking for brand-specific searches like 'is Light Eagle AG a reputable impact investment firm' across ChatGPT, Claude, Gemini, and AIOverviews.

High positional authority (1.0 avg pos) for the 'Next-Gen Wealth Steward' persona.

Stronger-than-average performance on Gemini with a 53% mention rate, indicating good indexing within Google's LLM ecosystem.

Gaps to close

Complete absence in the 'Sustainable Wealth Transition' and 'Impact Venture Co-creation' query categories, where competitors like Toniic and BlueOrchard are more frequently cited.

The 'Traditional Family Office CIO' persona sees the lowest performance with an average position of 5.2, suggesting the brand's messaging may not resonate with legacy institutional perspectives.

Lowest mention rate on AIOverviews (30%), which is critical for top-of-funnel search visibility.

Opportunities

Bridge the gap between brand reputation and topical authority by targeting 'Governance & Systemic Innovation' keywords where partial visibility already exists on Claude and Gemini.

Capitalize on the 'Impact-Driven Tech Entrepreneur' persona (avg pos 2.1) by developing content focused on collaborative venture building.

Highest-Impact Actions

Develop and publish long-form technical content on 'Sustainable Wealth Transition' and 'Family Office 100% impact' strategies.

The brand is currently 'NOT MENTIONED' for these critical discovery queries, missing the initial intent phase of the customer journey.

Increase thought leadership output regarding 'multi-capital thinking' and 'decentralized governance' specifically for the Traditional CIO persona.

An average position of 5.2 for CIOs indicates that while the brand is known, it is not viewed as a top-tier primary authority compared to competitors like GIIN or Sustainalytics.

Optimize digital assets for AIOverviews by utilizing structured data and clear, answer-oriented headers on the main website.

A 30% mention rate on AIOverviews lags significantly behind other platforms, despite the brand holding #1 positions when it does appear.

Overview

Mission

Reimagining prosperity through decentralized governance, systemic collaboration, and multi-capital thinking that empowers families to invest in a future that nurtures both the planet and all its children.

Current State

Visibility Landscape

A high-level view of how Light Eagle AG 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 Light Eagle AG? What do they do and what's their reputation?”	#1	#1	#1	#1
Core5q Product/service category queries	69	69	84	55
“help me figure out how to transition my family office to 100% impact investments”	No	No	#12	No
“how do I invest in things that actually help the planet instead of just ESG scores”	No	No	#12	No
“is Light Eagle AG a reputable impact investment firm”	#1	#1	#1	#1
“Light Eagle AG vs other swiss impact firms for climate innovation”	#1	#1	#1	No
“has anyone worked with Light Eagle AG on governance innovation”	#1	#1	#1	#1
Growth Areas4q Adjacent, aspirational & visionary	0	53	35	0
“what are some new ways family offices are using decentralized governance for their projects”	No	#14	No	No
“explain multi-capital thinking and how it works for long-term investing”	No	#19	#1	No
“find me a partner to help build a sustainable startup from scratch”	No	No	No	No
“who are the leaders in collaborative impact investing in europe”	No	#20	#19	No

“What do you know about Light Eagle AG? What do they do and what's their reputation?”

“help me figure out how to transition my family office to 100% impact investments”

#12

“how do I invest in things that actually help the planet instead of just ESG scores”

#12

“is Light Eagle AG a reputable impact investment firm”

“Light Eagle AG vs other swiss impact firms for climate innovation”

“has anyone worked with Light Eagle AG on governance innovation”

“what are some new ways family offices are using decentralized governance for their projects”

#14

“explain multi-capital thinking and how it works for long-term investing”

#19

“find me a partner to help build a sustainable startup from scratch”

“who are the leaders in collaborative impact investing in europe”

#20

#19

Competitive Landscape

Light Eagle AG

52 mentions

Toniic

22 mentions

IRIS+

17 mentions

BlueOrchard

16 mentions

GIIN

16 mentions

Sustainalytics

15 mentions

Aragon

14 mentions

Regen Network

14 mentions

Gitcoin

13 mentions

Snapshot

13 mentions

Schroders

12 mentions

Analysis

Insights & Recommended Actions

What's working, what's not, and specific steps to improve Light Eagle AG's AI visibility.

Key Findings

Strength

Dominant #1 ranking for brand-specific searches like 'is Light Eagle AG a reputable impact investment firm' across ChatGPT, Claude, Gemini, and AIOverviews.

Strength

High positional authority (1.0 avg pos) for the 'Next-Gen Wealth Steward' persona.

Strength

Stronger-than-average performance on Gemini with a 53% mention rate, indicating good indexing within Google's LLM ecosystem.

Recommended Actions

Develop and publish long-form technical content on 'Sustainable Wealth Transition' and 'Family Office 100% impact' strategies.

The brand is currently 'NOT MENTIONED' for these critical discovery queries, missing the initial intent phase of the customer journey.

Increase thought leadership output regarding 'multi-capital thinking' and 'decentralized governance' specifically for the Traditional CIO persona.

An average position of 5.2 for CIOs indicates that while the brand is known, it is not viewed as a top-tier primary authority compared to competitors like GIIN or Sustainalytics.

Optimize digital assets for AIOverviews by utilizing structured data and clear, answer-oriented headers on the main website.

A 30% mention rate on AIOverviews lags significantly behind other platforms, despite the brand holding #1 positions when it does appear.

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

Sustainable Wealth Transition(2 queries)

“help me figure out how to transition my family office to 100% impact investments”

0/4 platforms mentioned

Core

ChatGPT

1.Impact Management Project (IMP)

2.Operating Principles for Impact Management (OPIM)

3.GIIN (Global Impact Investing Network)

4.IRIS+

5.UN PRI

+28 more

Claude

1.Calvert

2.Parnassus

3.Trillium Asset Management

4.TPG Rise

5.Bain Capital Double Impact

+16 more

Gemini

1.UN Sustainable Development Goals (SDGs)

2.The ImPact

3.Toniic

4.MSCI ESG Research

5.Ethos ESG

+12 more

AI Overviews

1.Forbes

2.Toniic

3.The ImPact

“how do I invest in things that actually help the planet instead of just ESG scores”

0/4 platforms mentioned

Core

ChatGPT

1.iShares Global Clean Energy ETF (ICLN)

2.Invesco WilderHill Clean Energy ETF (PBW)

3.First Trust NASDAQ Clean Edge Green Energy (QCLN)

4.iShares Global Water ETF (IH2O)

5.Invesco Water Resources (PHO)

+12 more

Claude

1.Land Life Company

2.Terraformation

3.Generate Capital

4.iShares Global Clean Energy (ICLN)

5.First Trust NASDAQ Clean Edge (QCLN)

+13 more

Gemini

1.Microsoft

2.Alphabet

3.Energea

4.Raise Green

5.Wunder Capital

+14 more

AI Overviews

1.Morningstar

2.PVcase

3.Reddit

4.Time

5.Homaio

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.

Family Offices: A roadmap to impact

impactinvest.org.uk

Light Eagle AG

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Light Eagle AG

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

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.