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

Crux

Visibility64

Vibe93

Businesses/Financial Technology/Crux

AI Visibility & Sentiment

Crux

Crux is a capital platform for the clean economy that modernizes capital raises and deployment through data-informed decision-making, AI-optimized execution, and deep market intelligence. The platform facilitates transferable tax credit transactions, debt capital markets, and tax equity financing for clean energy projects.

Active Monitoring

cruxclimate.com

Financial Technology Startups

AI Visibility Score

64/100

Good

Sentiment Score

93/100

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 Crux today.

Crux has established itself as the primary authority in clean energy market intelligence, commanding a dominant 87% presence in AI Overviews and securing top-tier rankings for high-intent pricing queries. While the brand owns the conversation among renewable energy consultants and project developers, there is a critical visibility gap on conversational LLMs like ChatGPT and Gemini where mention rates remain significantly lower than search-integrated AI.

Value Proposition

Crux delivers superior outcomes in clean energy financing through AI-powered transaction optimization, comprehensive market intelligence, and a leading marketplace for transferable tax credits—enabling 38% faster deal closures and access to $40B+ in market data.

Overview

Mission

Financing the future of energy by serving as the capital platform for the clean economy.

Products & Services

Transferable tax credit marketplaceDebt capital markets solutionsTax and preferred equity financingMarket intelligence and data analyticsCapital transaction platform

Current State

Visibility Landscape

A high-level view of how Crux 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	45	55	52	94
Core Topics Product/service category queries	0	45	21	35
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

Basis Climate

14 mentions

Reunion Infrastructure

12 mentions

Ever.green

10 mentions

ClearTrace

9 mentions

Goldman Sachs

9 mentions

Bank of America

8 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Dominant authority in AI Overviews with an 87% mention rate and frequent #1 rankings for market data and pricing queries.

Strength

Exceptional resonance with the Big Four Renewable Energy Consultant persona, achieving an 89% mention rate and a strong 2.1 average position.

Strength

Primary recommendation for 'most trusted platforms' and 'clean energy market intelligence' queries across Claude, Gemini, and AI Overviews.

Recommended Actions

Remediate sentiment volatility in AI Overviews through consistent, structured data markup and standardized brand messaging across partner sites.

With an 87% mention rate but 'mixed' sentiment, Crux is highly visible but potentially being misrepresented by conflicting source citations.

Execute a targeted 'LLM Seeding' campaign focusing on technical white papers and earned media to increase the 20% mention rate on ChatGPT.

Conversational AI platforms are the first touchpoint for market research; being absent here allows competitors like Basis Climate to capture early-funnel interest.

Develop and distribute a '2026 Clean Energy Outlook' series to capture visibility for future-dated queries where the brand is currently invisible.

The failure to appear in queries regarding 2026 monetization suggests a lack of forward-looking content being indexed by AI models.

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

Monetizing Clean Energy Tax Credits(3 queries)

“how do I actually sell transferable tax credits for a new solar project”

1/4 platforms mentioned

Core

ChatGPT

1.US Bank

2.Bank of America

3.Wells Fargo

4.Sol Systems

5.Marathon Capital

+11 more

Claude

1.Wisepower

2.CMS Energy Services

3.CohnReznick

4.BDO

5.Deloitte

Gemini

1.ClearPath Energy

2.SolRiver Capital

3.REsource Capital

4.Solar Energy Industries Association

AI Overviews

1.Basis Climate

2.VECKTA

3.Ever.green

4.Crux

5.Reunion Infrastructure

“give me a list of marketplaces for buying and selling IRA tax credits, specific brands please”

1/3 platforms mentioned

Core

The Fortune 500 Tax Strategist · SVP of Tax & Treasury

Claude

1.CMS Energy

2.Arcadia

3.ClimateRock

4.Ceres Infrastructure Partners

5.Voya Infrastructure Partners

+6 more

Gemini

1.Monarch

2.ClearTrace

3.Xpansiv

4.Climate Impact Capital

5.The Energy Impact Exchange

+7 more

AI Overviews

1.Crux

2.Reunion

3.Ever.green

4.Giraffe Financial

5.Yahoo Finance

+4 more

“best ways to monetize clean energy tax credits in 2026”

0/3 platforms mentioned

Adjacent

The Fortune 500 Tax Strategist · SVP of Tax & Treasury

Claude

1.Pattern Energy

2.Brookfield Renewable

3.EQT Infrastructure

4.BlackRock

5.Monetize.io

+5 more

Gemini

1.CarbonStack

2.Generate Capital

3.ClearTrace

4.J.P. Morgan

5.Bank of America

+5 more

AI Overviews

1.Thomson Reuters

2.Novogradac

3.White & Case LLP

4.PwC

5.RSM US

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.

Basis Climate

buildwithbasis.com

Web1 ref

Reunion Infrastructure

reunioninfra.com

Web1 ref

7 Steps to Sell Tax Credits for Clean Energy Projects

buildwithbasis.com

Web1 ref

Sell transferable clean energy tax credits with Ever.green

ever.green

Web1 ref

Transferable Tax Credits Comprehensive Guide 2025 - Reunion

reunioninfra.com

Web1 ref

Selling Solar Tax Credits: Why Sell, When To Sell ... - VECKTA

veckta.com

Web1 ref

Selling Federal Energy Tax Credits: Who, What, When, and ...

thompsoncoburn.com

Web1 ref

Deep Dive on Selling Solar Tax Credits - by Gareth Evans

poweringprofits.substack.com

Blog1 ref

Section 6418 Transfer of Certain Credits - Federal Register

federalregister.gov

Gov1 ref

Elective pay and transferability frequently asked questions - IRS

irs.gov

Gov1 ref

IRC Section 6418 FAQ: Transferring Energy Tax Credits

cbh.com

Web1 ref

How to Monetize Renewable Energy Tax Credits - Ever.green

ever.green

Web1 ref

Seller FAQs on Transferable Tax Credits - Ever.green

ever.green

Web1 ref

About Renewable Energy Tax Credits | Novogradac

novoco.com

Web1 ref

Transferable Energy Credits Remain Key After OBBBA - CLA

claconnect.com

Web1 ref

Competitive Landscape

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

Crux25 mentions

Basis Climate14 mentions

Reunion Infrastructure12 mentions

Ever.green10 mentions

ClearTrace9 mentions

Goldman Sachs9 mentions

Bank of America8 mentions

PwC7 mentions

Deloitte7 mentions

Wells Fargo6 mentions

Generate Capital6 mentions

Brand Identity

Brand Voice & Style

How AI perceives Crux's communication style and personality

Crux communicates with authoritative expertise in clean energy finance while maintaining accessibility for diverse stakeholders. The tone is data-driven and results-oriented, frequently citing specific metrics and transaction outcomes to build credibility. The brand balances technical sophistication with clarity, making complex financial concepts understandable. There's an underlying sense of mission and purpose around accelerating the clean energy transition, conveyed through confident, forward-looking language.

Core Tone Traits

Data-Driven & Analytical

Leads with metrics, statistics, and quantifiable outcomes to establish credibility

Authoritative & Expert

Speaks with deep knowledge of clean energy markets and capital structures

Mission-Oriented

Conveys purpose around financing the clean energy transition

Professional & Trustworthy

Maintains institutional-grade credibility appropriate for financial services

Backing

Investors

a16z

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.