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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Range

Visibility0

Vibe63

Businesses/Financial Services/Range

AI Visibility & Sentiment

Range

Range is an all-in-one wealth management platform that provides modern financial advice for high-income earners. The service centralizes investing, taxes, estate planning, and retirement planning under one roof with transparent flat-fee pricing and no hidden fees.

Active Monitoring

range.com

Financial Services

AI Visibility Score

0/100

Invisible

Sentiment Score

63/100

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 Range today.

Range is currently a ghost in the ChatGPT ecosystem, yet it shows a surprising 50% resonance with skeptical finance professionals on other platforms. While competitors like Wealthfront and Betterment dominate the high-intent tax optimization landscape, Range’s sole foothold in AI Overviews for brand-specific searches suggests a latent authority that is not yet translating into broader category wins.

Working in your favor

Significant resonance with the Skeptical Finance Professional persona, achieving a 50% mention rate in this high-scrutiny segment.

Early traction in Claude and Gemini for specific tax optimization queries, with an average position of 7.0.

Successful brand-name recognition within AI Overviews, where it holds the #1 position for direct vibe-check queries.

Gaps to close

Total invisibility on ChatGPT (0% mention rate), which is the primary driver of AI-assisted financial discovery.

Failure to appear in high-value queries for earners over $250k, a niche currently dominated by Wealthfront and Betterment.

Low visibility among Equity-Heavy Tech Leads, missing a critical demographic that aligns with Range's likely service model.

Opportunities

Target the 'Equity-Heavy Tech Lead' persona by publishing deep-dives on stock-based compensation and tax-loss harvesting to fill current content voids.

Leverage the positive sentiment in Gemini and Claude to bridge the gap into ChatGPT via high-authority backlinking and technical citations.

Capture market share from legacy players like Fidelity and Schwab by emphasizing modern, AI-integrated financial planning in technical whitepapers.

Highest-Impact Actions

Execute a ChatGPT-specific data seeding strategy focusing on technical tax-optimization documentation.

A 0% mention rate on the world's leading LLM is a critical market failure; Range must feed the model high-authority data to break the Wealthfront monopoly.

Develop and index long-form guides specifically targeting the '$250k+ annual income' tax optimization query string.

Range is currently losing 100% of these high-intent, high-value leads to competitors who have better established their authority on this specific topic.

Optimize technical content for Claude's reasoning engine by providing transparent methodology and comparative data.

Claude is already showing the highest receptivity to Range (33% mention rate); doubling down here can secure a dominant position as the 'expert-preferred' choice.

Value Proposition

Centralized wealth management with transparent flat-fee pricing, 0% AUM fees, and 24/7 access to certified financial planners—all in one modern platform designed specifically for high earners

Overview

Mission

To simplify the chaos of managing your money by bringing everything under one roof with modern financial advice built just for you

Products & Services

Investment portfolio managementTax optimization and planningRetirement planningCash flow monitoring and projectionsReal estate financial analysis

Current State

Visibility Landscape

A high-level view of how Range 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	70	70	70	97
“What do you know about Range? What do they do and what's their reputation?”	Yes	Yes	Yes	#1
Core4q Product/service category queries	0	0	0	0
“help me build a portfolio that focuses on tax optimization and long term growth, any specific platforms that specialize in this”	No	No	No	No
“i'm tired of having separate accounts for investing, taxes, and retirement, find me a platform that handles everything for a high earner”	No	No	No	No
“best modern wealth management platforms for professionals who don't want a traditional advisor charging a 1% fee”	No	No	No	No
“help me find a digital wealth manager that does more than just automated investing, i need someone to look at my whole financial picture”	No	No	No	No
Growth Areas3q Adjacent, aspirational & visionary	0	41	32	23
“best ways to lower my tax bill if i make over 250k a year, what services or tools actually help with this”	No	#4	#7	Yes
“can you help me figure out if buying a second property makes sense for my portfolio, what tools should i use for the analysis”	No	No	No	No
“how do I organize my finances when I have multiple income streams and complex investments, what tools should i use”	No	No	No	No

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

Yes

“help me build a portfolio that focuses on tax optimization and long term growth, any specific platforms that specialize in this”

“i'm tired of having separate accounts for investing, taxes, and retirement, find me a platform that handles everything for a high earner”

“best modern wealth management platforms for professionals who don't want a traditional advisor charging a 1% fee”

“help me find a digital wealth manager that does more than just automated investing, i need someone to look at my whole financial picture”

“best ways to lower my tax bill if i make over 250k a year, what services or tools actually help with this”

Yes

“can you help me figure out if buying a second property makes sense for my portfolio, what tools should i use for the analysis”

“how do I organize my finances when I have multiple income streams and complex investments, what tools should i use”

Competitive Landscape

Wealthfront

18 mentions

Betterment

16 mentions

Vanguard

12 mentions

Fidelity

9 mentions

Fidelity Charitable

8 mentions

Schwab Charitable

7 mentions

Vanguard Personal Advisor Services

7 mentions

Schwab

6 mentions

Vanguard Charitable

5 mentions

Holistiplan

5 mentions

Range

3 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Significant resonance with the Skeptical Finance Professional persona, achieving a 50% mention rate in this high-scrutiny segment.

Strength

Early traction in Claude and Gemini for specific tax optimization queries, with an average position of 7.0.

Strength

Successful brand-name recognition within AI Overviews, where it holds the #1 position for direct vibe-check queries.

Recommended Actions

Execute a ChatGPT-specific data seeding strategy focusing on technical tax-optimization documentation.

A 0% mention rate on the world's leading LLM is a critical market failure; Range must feed the model high-authority data to break the Wealthfront monopoly.

Develop and index long-form guides specifically targeting the '$250k+ annual income' tax optimization query string.

Range is currently losing 100% of these high-intent, high-value leads to competitors who have better established their authority on this specific topic.

Optimize technical content for Claude's reasoning engine by providing transparent methodology and comparative data.

Claude is already showing the highest receptivity to Range (33% mention rate); doubling down here can secure a dominant position as the 'expert-preferred' choice.

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

Tax Optimization And Investment Strategy(2 queries)

“best ways to lower my tax bill if i make over 250k a year, what services or tools actually help with this”

0/4 platforms mentioned

Adjacent

ChatGPT

1.Guideline

2.Vanguard

3.Fidelity

4.Empower

5.Schwab

+35 more

Claude

1.Betterment Tax-Loss Harvesting

2.Wealthfront

3.Schwab

4.Vanguard Charitable

5.Fidelity Charitable

+4 more

Gemini

1.Fidelity

2.Vanguard

3.Charles Schwab

4.Guidant Financial

5.Sense Financial

+15 more

AI Overviews

1.Greenspoon Marder LLP

2.Holistiplan

3.Income Solver

4.Wealth.com

5.Masttro

+4 more

“help me build a portfolio that focuses on tax optimization and long term growth, any specific platforms that specialize in this”

0/4 platforms mentioned

Core

The Equity-Heavy Tech Lead · Staff Software Engineer

ChatGPT

1.AGG

2.BND

3.VTI

4.ITOT

5.SCHB

+43 more

Claude

1.Vanguard

2.Wealthfront

3.Plaid

4.Robinhood

5.Coinbase

+5 more

Gemini

1.Wealthfront

2.Parametric Portfolio Associates

3.Betterment

4.Robinhood

5.Coinbase

+1 more

AI Overviews

1.Davis Capital Management

2.Wealthfront

3.Betterment

4.Fidelity Personalized Portfolios

5.Fidelity Go

+2 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.

Smart Tax Strategies for High Earners with Few Deductions

gmlaw.com

Web1 ref

How to Reduce Taxable Income for High Earners - TPI Group

tpigroupinc.com

Web1 ref

Smart Tax Strategies for High Earners with Few Deductions

gmlaw.com

Web1 ref

3 Tax Software Tools You Need for HNW Clients - Horsesmouth

horsesmouth.com

Web1 ref

The Leading Estate & Tax Planning Software for Financial ...

wealth.com

Web1 ref

Holistiplan | Award-Winning Software for Tax Planning, Estate ...

holistiplan.com

Web1 ref

5 Advanced Tax Moves You've Never Used (High Earners ...

youtube.com

Video1 ref

Tax-Efficient Investing for High-Income Earners - LPL Financial

lpl.com

Web1 ref

The Best Wealth Management Software in 2026 - Masttro

masttro.com

Web1 ref

8 ways to potentially reduce your taxable income | Fidelity

fidelity.com

Web1 ref

7 Best Tips to Lower Your Tax Bill from TurboTax Tax Experts

turbotax.intuit.com

Web1 ref

Tax Strategies for High-Income Earners 2025

yardleywealth.net

Web1 ref

Top 10 year-end tax planning tips for high earners in 2025

firstcitizens.com

Web1 ref

How to reduce taxable income and avoid a higher tax bracket

blog.massmutual.com

Web1 ref

Ways for High Earners to Lower Taxable Income - Reddit

reddit.com

Forum1 ref

Brand Identity

Brand Voice & Style

How AI perceives Range's communication style and personality

Range communicates with confident expertise while remaining approachable and jargon-free. The brand voice is modern and direct, speaking to sophisticated professionals as equals rather than talking down to them. There's a refreshing transparency in how they discuss fees and services, positioning themselves as the antidote to traditional financial advisor complexity. The tone balances professionalism with warmth, using clear language that demystifies wealth management.

Core Tone Traits

Confidently Expert

Speaks with authority on financial matters while remaining accessible and avoiding unnecessary jargon

Refreshingly Transparent

Directly addresses fees, pricing, and what clients can expect—no hidden agendas

Modern & Progressive

Positions as the evolution of wealth management, embracing technology and new approaches

Supportive Partner

Frames the relationship as collaborative—'your thought partner and team'—rather than transactional

Visual Identity

Primary

#FFE566

Secondary

#FFFFFF

Accent

#1A3D2E

Background

#FFFFFF

Foreground

#111111

Backing

Investors

Red Sea Ventures

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 24, 2026.

Explore Financial Services

Long-Term Stock Exchange

Start getting
recommended by AI.

Enter your website to see exactly what ChatGPT, Claude, and Gemini say about your business. Free, instant, and eye-opening.

Free visibility scanResults in 2 minutesNo credit card required

Frequently asked questions

Don't see your question? Book a demo and we'll walk you through it.

Businesses/Financial Services/Range

AI Visibility & Sentiment

Range

Active Monitoring

range.com

Financial Services

AI Visibility Score

0/100

Invisible

Sentiment Score

63/100

Score by Priority

core

adjacent

aspirational

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Range today.

Working in your favor

Significant resonance with the Skeptical Finance Professional persona, achieving a 50% mention rate in this high-scrutiny segment.

Early traction in Claude and Gemini for specific tax optimization queries, with an average position of 7.0.

Successful brand-name recognition within AI Overviews, where it holds the #1 position for direct vibe-check queries.

Gaps to close

Total invisibility on ChatGPT (0% mention rate), which is the primary driver of AI-assisted financial discovery.

Failure to appear in high-value queries for earners over $250k, a niche currently dominated by Wealthfront and Betterment.

Low visibility among Equity-Heavy Tech Leads, missing a critical demographic that aligns with Range's likely service model.

Opportunities

Target the 'Equity-Heavy Tech Lead' persona by publishing deep-dives on stock-based compensation and tax-loss harvesting to fill current content voids.

Leverage the positive sentiment in Gemini and Claude to bridge the gap into ChatGPT via high-authority backlinking and technical citations.

Capture market share from legacy players like Fidelity and Schwab by emphasizing modern, AI-integrated financial planning in technical whitepapers.

Highest-Impact Actions

Execute a ChatGPT-specific data seeding strategy focusing on technical tax-optimization documentation.

A 0% mention rate on the world's leading LLM is a critical market failure; Range must feed the model high-authority data to break the Wealthfront monopoly.

Develop and index long-form guides specifically targeting the '$250k+ annual income' tax optimization query string.

Range is currently losing 100% of these high-intent, high-value leads to competitors who have better established their authority on this specific topic.

Optimize technical content for Claude's reasoning engine by providing transparent methodology and comparative data.

Claude is already showing the highest receptivity to Range (33% mention rate); doubling down here can secure a dominant position as the 'expert-preferred' choice.

Value Proposition

Centralized wealth management with transparent flat-fee pricing, 0% AUM fees, and 24/7 access to certified financial planners—all in one modern platform designed specifically for high earners

Overview

Mission

To simplify the chaos of managing your money by bringing everything under one roof with modern financial advice built just for you

Products & Services

Investment portfolio managementTax optimization and planningRetirement planningCash flow monitoring and projectionsReal estate financial analysis

Current State

Visibility Landscape

A high-level view of how Range 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	70	70	70	97
“What do you know about Range? What do they do and what's their reputation?”	Yes	Yes	Yes	#1
Core4q Product/service category queries	0	0	0	0
“help me build a portfolio that focuses on tax optimization and long term growth, any specific platforms that specialize in this”	No	No	No	No
“i'm tired of having separate accounts for investing, taxes, and retirement, find me a platform that handles everything for a high earner”	No	No	No	No
“best modern wealth management platforms for professionals who don't want a traditional advisor charging a 1% fee”	No	No	No	No
“help me find a digital wealth manager that does more than just automated investing, i need someone to look at my whole financial picture”	No	No	No	No
Growth Areas3q Adjacent, aspirational & visionary	0	41	32	23
“best ways to lower my tax bill if i make over 250k a year, what services or tools actually help with this”	No	#4	#7	Yes
“can you help me figure out if buying a second property makes sense for my portfolio, what tools should i use for the analysis”	No	No	No	No
“how do I organize my finances when I have multiple income streams and complex investments, what tools should i use”	No	No	No	No

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

Yes

“help me build a portfolio that focuses on tax optimization and long term growth, any specific platforms that specialize in this”

“i'm tired of having separate accounts for investing, taxes, and retirement, find me a platform that handles everything for a high earner”

“best modern wealth management platforms for professionals who don't want a traditional advisor charging a 1% fee”

“help me find a digital wealth manager that does more than just automated investing, i need someone to look at my whole financial picture”

“best ways to lower my tax bill if i make over 250k a year, what services or tools actually help with this”

Yes

“can you help me figure out if buying a second property makes sense for my portfolio, what tools should i use for the analysis”

“how do I organize my finances when I have multiple income streams and complex investments, what tools should i use”

Competitive Landscape

Wealthfront

18 mentions

Betterment

16 mentions

Vanguard

12 mentions

Fidelity

9 mentions

Fidelity Charitable

8 mentions

Schwab Charitable

7 mentions

Vanguard Personal Advisor Services

7 mentions

Schwab

6 mentions

Vanguard Charitable

5 mentions

Holistiplan

5 mentions

Range

3 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Significant resonance with the Skeptical Finance Professional persona, achieving a 50% mention rate in this high-scrutiny segment.

Strength

Early traction in Claude and Gemini for specific tax optimization queries, with an average position of 7.0.

Strength

Successful brand-name recognition within AI Overviews, where it holds the #1 position for direct vibe-check queries.

Recommended Actions

Execute a ChatGPT-specific data seeding strategy focusing on technical tax-optimization documentation.

A 0% mention rate on the world's leading LLM is a critical market failure; Range must feed the model high-authority data to break the Wealthfront monopoly.

Develop and index long-form guides specifically targeting the '$250k+ annual income' tax optimization query string.

Range is currently losing 100% of these high-intent, high-value leads to competitors who have better established their authority on this specific topic.

Optimize technical content for Claude's reasoning engine by providing transparent methodology and comparative data.

Claude is already showing the highest receptivity to Range (33% mention rate); doubling down here can secure a dominant position as the 'expert-preferred' choice.

Content Engineering

Content Ideas

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

Programmatic Testing

Sample Conversations

ChatGPT

Claude

Gemini

AI Overviews

Tax Optimization And Investment Strategy(2 queries)

“best ways to lower my tax bill if i make over 250k a year, what services or tools actually help with this”

0/4 platforms mentioned

Adjacent

ChatGPT

1.Guideline

2.Vanguard

3.Fidelity

4.Empower

5.Schwab

+35 more

Claude

1.Betterment Tax-Loss Harvesting

2.Wealthfront

3.Schwab

4.Vanguard Charitable

5.Fidelity Charitable

+4 more

Gemini

1.Fidelity

2.Vanguard

3.Charles Schwab

4.Guidant Financial

5.Sense Financial

+15 more

AI Overviews

1.Greenspoon Marder LLP

2.Holistiplan

3.Income Solver

4.Wealth.com

5.Masttro

+4 more

“help me build a portfolio that focuses on tax optimization and long term growth, any specific platforms that specialize in this”

0/4 platforms mentioned

Core

The Equity-Heavy Tech Lead · Staff Software Engineer

ChatGPT

1.AGG

2.BND

3.VTI

4.ITOT

5.SCHB

+43 more

Claude

1.Vanguard

2.Wealthfront

3.Plaid

4.Robinhood

5.Coinbase

+5 more

Gemini

1.Wealthfront

2.Parametric Portfolio Associates

3.Betterment

4.Robinhood

5.Coinbase

+1 more

AI Overviews

1.Davis Capital Management

2.Wealthfront

3.Betterment

4.Fidelity Personalized Portfolios

5.Fidelity Go

+2 more

Source Intelligence

Citations

Smart Tax Strategies for High Earners with Few Deductions

gmlaw.com

Web1 ref

How to Reduce Taxable Income for High Earners - TPI Group

tpigroupinc.com

Web1 ref

Smart Tax Strategies for High Earners with Few Deductions

gmlaw.com

Web1 ref

3 Tax Software Tools You Need for HNW Clients - Horsesmouth

horsesmouth.com

Web1 ref

The Leading Estate & Tax Planning Software for Financial ...

wealth.com

Web1 ref

Holistiplan | Award-Winning Software for Tax Planning, Estate ...

holistiplan.com

Web1 ref

5 Advanced Tax Moves You've Never Used (High Earners ...

youtube.com

Video1 ref

Tax-Efficient Investing for High-Income Earners - LPL Financial

lpl.com

Web1 ref

The Best Wealth Management Software in 2026 - Masttro

masttro.com

Web1 ref

8 ways to potentially reduce your taxable income | Fidelity

fidelity.com

Web1 ref

7 Best Tips to Lower Your Tax Bill from TurboTax Tax Experts

turbotax.intuit.com

Web1 ref

Tax Strategies for High-Income Earners 2025

yardleywealth.net

Web1 ref

Top 10 year-end tax planning tips for high earners in 2025

firstcitizens.com

Web1 ref

How to reduce taxable income and avoid a higher tax bracket

blog.massmutual.com

Web1 ref

Ways for High Earners to Lower Taxable Income - Reddit

reddit.com

Forum1 ref

Brand Identity

Brand Voice & Style

How AI perceives Range's communication style and personality

Core Tone Traits

Confidently Expert

Speaks with authority on financial matters while remaining accessible and avoiding unnecessary jargon

Refreshingly Transparent

Directly addresses fees, pricing, and what clients can expect—no hidden agendas

Modern & Progressive

Positions as the evolution of wealth management, embracing technology and new approaches

Supportive Partner

Frames the relationship as collaborative—'your thought partner and team'—rather than transactional

Visual Identity

Primary

#FFE566

Secondary

#FFFFFF

Accent

#1A3D2E

Background

#FFFFFF

Foreground

#111111

Backing

Investors

Red Sea Ventures

Engineer content that makes AI agents recommend you

Data generated by Pendium.ai AI visibility scanning. Last scanned February 24, 2026.

Explore Financial Services

Long-Term Stock Exchange

Range

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Financial Services

Start gettingrecommended by AI.

Frequently asked questions

Range

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Financial Services

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.