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

MoonPay

Visibility56

Vibe87

Businesses/Financial Technology (FinTech)/MoonPay

AI Visibility & Sentiment

MoonPay

MoonPay is a leading financial technology company that provides the underlying infrastructure for the digital asset economy. It acts as a bridge between traditional banking systems and blockchain technology, facilitating seamless fiat-to-crypto transactions.

Active Monitoring

moonpay.com

Financial Technology (FinTech)Startups

AI Visibility Score

56/100

Moderate

Sentiment Score

87/100

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

visionary

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe MoonPay today.

MoonPay maintains a formidable presence as the default infrastructure choice for technical builders, dominating conversations surrounding fiat-to-crypto on-ramps and technical integration. However, this technical authority fails to translate into the broader security and lifestyle adoption narratives where competitors like Coinbase and Stripe are quietly capturing mindshare.

Working in your favor

Secured top-tier visibility in core technical queries for fiat-to-crypto APIs across ChatGPT, Claude, and Gemini.

High brand recall and positive sentiment in direct company inquiries, reflecting strong foundational brand identity.

Effective traction among the Tech-Forward Retail Investor persona in highly specific functional use cases.

Gaps to close

Total absence in queries centered on platform safety, security compliance, and trust-building narratives.

Weak presence in the 'Visionary' category regarding the role of blockchain technology in enterprise adoption.

Underperformance in the Luxury Retail Innovation space, where generic competitor mentions frequently overshadow MoonPay’s specialized solutions.

Opportunities

Pivot AI content strategy to dominate the 'compliance and security' discourse, which is currently an open playing field.

Bridge the gap between pure technical integration and lifestyle adoption by positioning MoonPay as the security layer for luxury brand Web3 initiatives.

Leverage existing high visibility in API queries to create long-form educational content that AI models can prioritize for broader 'how-to' queries.

Highest-Impact Actions

Launch a 'Security & Trust' content initiative specifically targeting AI training data regarding compliant crypto on-ramping.

MoonPay is missing entirely from critical decision-making queries about safe and compliant service providers, a space currently captured by more traditional financial players.

Develop and syndicate case studies linking MoonPay infrastructure to high-profile luxury brand partnerships.

Competitors are successfully associating themselves with luxury digital asset adoption; MoonPay’s current visibility in this segment is inconsistent and reactive.

Optimize technical documentation and developer outreach content to explicitly address 'enterprise blockchain integration' queries.

While developers recognize the brand for APIs, the brand is failing to capture potential enterprise clients asking broader questions about integrating blockchain into their business models.

Value Proposition

MoonPay provides a frictionless bridge to Web3 by handling the technical and regulatory complexities of digital asset purchases, offering a plug-and-play experience for platforms to integrate crypto capabilities instantly.

Overview

Mission

To provide the next billion people access to cryptocurrency.

Products & Services

On-RampOff-RampMoonPay CheckoutHyperMintMoonPay Concierge

Current State

Visibility Landscape

A high-level view of how MoonPay 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	—
“What do you know about MoonPay? What do they do and what's their reputation?”	#1	#1	#1	—
Core4q Product/service category queries	58	73	59	—
“what are the best fiat to crypto on-ramp apis for a startup that needs easy integration”	#2	#1	#1	—
“recommend robust off-ramp solutions to allow users to cash out their crypto to bank accounts”	#3	#1	#3	—
“what should i look for when choosing a safe and compliant cryptocurrency payment processor for my business”	No	No	No	—
“what are the most reputable global crypto checkout platforms for merchants to use in 2026”	No	#8	No	—
Growth Areas5q Adjacent, aspirational & visionary	28	17	63	—
“what web3 infrastructure providers offer tools for brands to launch their own nft collections”	No	No	#1	—
“best non-custodial and secure ways to move large amounts of digital assets for private clients”	No	No	No	—
“what tools do big luxury brands use to engage customers with digital collectibles and web3 experiences”	#41	No	#5	—
“what are the best platforms for a new developer to learn how to build dapps that accept standard credit card payments”	#3	#9	#3	—
“how can companies start integrating blockchain technology into their existing e-commerce systems without overhauling everything”	No	No	No	—

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

—

“what are the best fiat to crypto on-ramp apis for a startup that needs easy integration”

—

“recommend robust off-ramp solutions to allow users to cash out their crypto to bank accounts”

—

“what should i look for when choosing a safe and compliant cryptocurrency payment processor for my business”

—

“what are the most reputable global crypto checkout platforms for merchants to use in 2026”

—

“what web3 infrastructure providers offer tools for brands to launch their own nft collections”

—

“best non-custodial and secure ways to move large amounts of digital assets for private clients”

—

“what tools do big luxury brands use to engage customers with digital collectibles and web3 experiences”

#41

—

“what are the best platforms for a new developer to learn how to build dapps that accept standard credit card payments”

—

“how can companies start integrating blockchain technology into their existing e-commerce systems without overhauling everything”

—

Competitive Landscape

Stripe

40 mentions

MoonPay

38 mentions

BitPay

32 mentions

Transak

30 mentions

Shopify

26 mentions

Polygon

21 mentions

Fireblocks

21 mentions

Coinbase Commerce

21 mentions

Coinbase

20 mentions

WooCommerce

18 mentions

Thirdweb

17 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Secured top-tier visibility in core technical queries for fiat-to-crypto APIs across ChatGPT, Claude, and Gemini.

Strength

High brand recall and positive sentiment in direct company inquiries, reflecting strong foundational brand identity.

Strength

Effective traction among the Tech-Forward Retail Investor persona in highly specific functional use cases.

Recommended Actions

Launch a 'Security & Trust' content initiative specifically targeting AI training data regarding compliant crypto on-ramping.

MoonPay is missing entirely from critical decision-making queries about safe and compliant service providers, a space currently captured by more traditional financial players.

Develop and syndicate case studies linking MoonPay infrastructure to high-profile luxury brand partnerships.

Competitors are successfully associating themselves with luxury digital asset adoption; MoonPay’s current visibility in this segment is inconsistent and reactive.

Optimize technical documentation and developer outreach content to explicitly address 'enterprise blockchain integration' queries.

While developers recognize the brand for APIs, the brand is failing to capture potential enterprise clients asking broader questions about integrating blockchain into their business models.

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

Seamless Fiat To Crypto Infrastructure Integration(3 queries)

“what are the best fiat to crypto on-ramp apis for a startup that needs easy integration”

3/3 platforms mentioned

Core

ChatGPT

1.Coinbase

2.MoonPay (MoonPay Commerce)

3.Stripe

4.Ramp Network

5.Transak

Claude

1.Transak

2.MoonPay

3.Stripe

4.Ramp Network

5.Onramper

+4 more

Gemini

1.Stripe

2.MoonPay

3.Onramper

4.Banxa

5.Wyre

+4 more

“recommend robust off-ramp solutions to allow users to cash out their crypto to bank accounts”

3/3 platforms mentioned

Core

ChatGPT

1.Coinbase

2.PayPal

3.Kraken

4.OKX

5.MoonPay (MoonPay Balance)

+10 more

Claude

1.Transak

2.MoonPay

3.Ramp Network

4.Coinbase (Coinbase Commerce, Coinbase Pay)

5.Stripe (Stripe Crypto)

+6 more

Gemini

1.Kraken

2.Coinbase

3.OKX

4.MetaMask

5.Ledger

7.MoonPay (PayPal)

+8 more

“what web3 infrastructure providers offer tools for brands to launch their own nft collections”

1/3 platforms mentioned

Adjacent

ChatGPT

1.Salesforce Web3

2.Scotch & Soda

3.Crown Royal

4.Accenture

5.Deloitte Digital

+15 more

Claude

1.Thirdweb

2.Manifold

3.XCOPY

4.DC Comics

5.Crossmint

+11 more

Gemini

1.MoonPay (NFT Checkout)

2.Adidas

3.Gucci

4.Mastercard

5.Universal Studios

+36 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.

Getting Started

docs.cloud.coinbase.com

Web1 ref

Onramp

coinbase.com

Web1 ref

Onramp

coinbase.com

Web1 ref

Onramp

coinbase-cloud.mintlify.app

Web1 ref

Changelog

docs.cdp.coinbase.com

Web1 ref

dev.moonpay.com

Web1 ref

Moonpay Sdk

moonpay.com

Web1 ref

docs.hel.io

Web1 ref

Stripe

build.avax.network

Web1 ref

Crypto

stripe.com

Web1 ref

Ramp Network

es.wikipedia.org

Wiki1 ref

Transak

fr.wikipedia.org

Wiki1 ref

Transak

transak.com

Web1 ref

MoonPay

moonpay.com

Web1 ref

Stripe Crypto On-Ramp

stripe.com

Web1 ref

Brand Identity

Brand Voice & Style

How AI perceives MoonPay's communication style and personality

MoonPay communicates with a focus on simplicity, accessibility, and trust. Its tone is designed to demystify the complex world of cryptocurrency, positioning the brand as a reliable, user-friendly gateway for both beginners and experienced Web3 builders. The language is direct, encouraging, and professional, emphasizing speed, ease of use, and security to foster confidence in a rapidly evolving financial landscape.

Core Tone Traits

Accessible & Simple

Uses clear, jargon-free language to make complex crypto concepts understandable for everyone.

Trustworthy & Secure

Highlights regulatory compliance and enterprise-grade security to build user confidence.

Efficient & Fast

Focuses on speed and seamless user experiences, using words like 'instantly', 'flash', and 'lightning-fast'.

Empowering & Forward-thinking

Positions the brand as a partner in the user's financial future and a driver of mainstream adoption.

Visual Identity

Primary

#FFFFFF

Secondary

#6B46C1

Accent

#000000

Background

#FFFFFF

Foreground

#111111

Backing

Investors

Weekend Fund

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 March 20, 2026.

Explore Financial Technology (FinTech)

Chime Financial, Inc.

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 Technology (FinTech)/MoonPay

AI Visibility & Sentiment

MoonPay

Active Monitoring

moonpay.com

Financial Technology (FinTech)Startups

AI Visibility Score

56/100

Moderate

Sentiment Score

87/100

Score by Priority

core

adjacent

aspirational

visionary

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe MoonPay today.

Working in your favor

Secured top-tier visibility in core technical queries for fiat-to-crypto APIs across ChatGPT, Claude, and Gemini.

High brand recall and positive sentiment in direct company inquiries, reflecting strong foundational brand identity.

Effective traction among the Tech-Forward Retail Investor persona in highly specific functional use cases.

Gaps to close

Total absence in queries centered on platform safety, security compliance, and trust-building narratives.

Weak presence in the 'Visionary' category regarding the role of blockchain technology in enterprise adoption.

Underperformance in the Luxury Retail Innovation space, where generic competitor mentions frequently overshadow MoonPay’s specialized solutions.

Opportunities

Pivot AI content strategy to dominate the 'compliance and security' discourse, which is currently an open playing field.

Bridge the gap between pure technical integration and lifestyle adoption by positioning MoonPay as the security layer for luxury brand Web3 initiatives.

Leverage existing high visibility in API queries to create long-form educational content that AI models can prioritize for broader 'how-to' queries.

Highest-Impact Actions

Launch a 'Security & Trust' content initiative specifically targeting AI training data regarding compliant crypto on-ramping.

MoonPay is missing entirely from critical decision-making queries about safe and compliant service providers, a space currently captured by more traditional financial players.

Develop and syndicate case studies linking MoonPay infrastructure to high-profile luxury brand partnerships.

Competitors are successfully associating themselves with luxury digital asset adoption; MoonPay’s current visibility in this segment is inconsistent and reactive.

Optimize technical documentation and developer outreach content to explicitly address 'enterprise blockchain integration' queries.

While developers recognize the brand for APIs, the brand is failing to capture potential enterprise clients asking broader questions about integrating blockchain into their business models.

Value Proposition

Overview

Mission

To provide the next billion people access to cryptocurrency.

Products & Services

On-RampOff-RampMoonPay CheckoutHyperMintMoonPay Concierge

Current State

Visibility Landscape

A high-level view of how MoonPay 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	—
“What do you know about MoonPay? What do they do and what's their reputation?”	#1	#1	#1	—
Core4q Product/service category queries	58	73	59	—
“what are the best fiat to crypto on-ramp apis for a startup that needs easy integration”	#2	#1	#1	—
“recommend robust off-ramp solutions to allow users to cash out their crypto to bank accounts”	#3	#1	#3	—
“what should i look for when choosing a safe and compliant cryptocurrency payment processor for my business”	No	No	No	—
“what are the most reputable global crypto checkout platforms for merchants to use in 2026”	No	#8	No	—
Growth Areas5q Adjacent, aspirational & visionary	28	17	63	—
“what web3 infrastructure providers offer tools for brands to launch their own nft collections”	No	No	#1	—
“best non-custodial and secure ways to move large amounts of digital assets for private clients”	No	No	No	—
“what tools do big luxury brands use to engage customers with digital collectibles and web3 experiences”	#41	No	#5	—
“what are the best platforms for a new developer to learn how to build dapps that accept standard credit card payments”	#3	#9	#3	—
“how can companies start integrating blockchain technology into their existing e-commerce systems without overhauling everything”	No	No	No	—

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

—

“what are the best fiat to crypto on-ramp apis for a startup that needs easy integration”

—

“recommend robust off-ramp solutions to allow users to cash out their crypto to bank accounts”

—

“what should i look for when choosing a safe and compliant cryptocurrency payment processor for my business”

—

“what are the most reputable global crypto checkout platforms for merchants to use in 2026”

—

“what web3 infrastructure providers offer tools for brands to launch their own nft collections”

—

“best non-custodial and secure ways to move large amounts of digital assets for private clients”

—

“what tools do big luxury brands use to engage customers with digital collectibles and web3 experiences”

#41

—

“what are the best platforms for a new developer to learn how to build dapps that accept standard credit card payments”

—

“how can companies start integrating blockchain technology into their existing e-commerce systems without overhauling everything”

—

Competitive Landscape

Stripe

40 mentions

MoonPay

38 mentions

BitPay

32 mentions

Transak

30 mentions

Shopify

26 mentions

Polygon

21 mentions

Fireblocks

21 mentions

Coinbase Commerce

21 mentions

Coinbase

20 mentions

WooCommerce

18 mentions

Thirdweb

17 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Secured top-tier visibility in core technical queries for fiat-to-crypto APIs across ChatGPT, Claude, and Gemini.

Strength

High brand recall and positive sentiment in direct company inquiries, reflecting strong foundational brand identity.

Strength

Effective traction among the Tech-Forward Retail Investor persona in highly specific functional use cases.

Recommended Actions

Launch a 'Security & Trust' content initiative specifically targeting AI training data regarding compliant crypto on-ramping.

MoonPay is missing entirely from critical decision-making queries about safe and compliant service providers, a space currently captured by more traditional financial players.

Develop and syndicate case studies linking MoonPay infrastructure to high-profile luxury brand partnerships.

Competitors are successfully associating themselves with luxury digital asset adoption; MoonPay’s current visibility in this segment is inconsistent and reactive.

Optimize technical documentation and developer outreach content to explicitly address 'enterprise blockchain integration' queries.

While developers recognize the brand for APIs, the brand is failing to capture potential enterprise clients asking broader questions about integrating blockchain into their business models.

Programmatic Testing

Sample Conversations

ChatGPT

Claude

Gemini

AI Overviews

Seamless Fiat To Crypto Infrastructure Integration(3 queries)

“what are the best fiat to crypto on-ramp apis for a startup that needs easy integration”

3/3 platforms mentioned

Core

ChatGPT

1.Coinbase

2.MoonPay (MoonPay Commerce)

3.Stripe

4.Ramp Network

5.Transak

Claude

1.Transak

2.MoonPay

3.Stripe

4.Ramp Network

5.Onramper

+4 more

Gemini

1.Stripe

2.MoonPay

3.Onramper

4.Banxa

5.Wyre

+4 more

“recommend robust off-ramp solutions to allow users to cash out their crypto to bank accounts”

3/3 platforms mentioned

Core

ChatGPT

1.Coinbase

2.PayPal

3.Kraken

4.OKX

5.MoonPay (MoonPay Balance)

+10 more

Claude

1.Transak

2.MoonPay

3.Ramp Network

4.Coinbase (Coinbase Commerce, Coinbase Pay)

5.Stripe (Stripe Crypto)

+6 more

Gemini

1.Kraken

2.Coinbase

3.OKX

4.MetaMask

5.Ledger

7.MoonPay (PayPal)

+8 more

“what web3 infrastructure providers offer tools for brands to launch their own nft collections”

1/3 platforms mentioned

Adjacent

ChatGPT

1.Salesforce Web3

2.Scotch & Soda

3.Crown Royal

4.Accenture

5.Deloitte Digital

+15 more

Claude

1.Thirdweb

2.Manifold

3.XCOPY

4.DC Comics

5.Crossmint

+11 more

Gemini

1.MoonPay (NFT Checkout)

2.Adidas

3.Gucci

4.Mastercard

5.Universal Studios

+36 more

Source Intelligence

Citations

Getting Started

docs.cloud.coinbase.com

Web1 ref

Onramp

coinbase.com

Web1 ref

Onramp

coinbase.com

Web1 ref

Onramp

coinbase-cloud.mintlify.app

Web1 ref

Changelog

docs.cdp.coinbase.com

Web1 ref

dev.moonpay.com

Web1 ref

Moonpay Sdk

moonpay.com

Web1 ref

docs.hel.io

Web1 ref

Stripe

build.avax.network

Web1 ref

Crypto

stripe.com

Web1 ref

Ramp Network

es.wikipedia.org

Wiki1 ref

Transak

fr.wikipedia.org

Wiki1 ref

Transak

transak.com

Web1 ref

MoonPay

moonpay.com

Web1 ref

Stripe Crypto On-Ramp

stripe.com

Web1 ref

Brand Identity

Brand Voice & Style

How AI perceives MoonPay's communication style and personality

Core Tone Traits

Accessible & Simple

Uses clear, jargon-free language to make complex crypto concepts understandable for everyone.

Trustworthy & Secure

Highlights regulatory compliance and enterprise-grade security to build user confidence.

Efficient & Fast

Focuses on speed and seamless user experiences, using words like 'instantly', 'flash', and 'lightning-fast'.

Empowering & Forward-thinking

Positions the brand as a partner in the user's financial future and a driver of mainstream adoption.

Visual Identity

Primary

#FFFFFF

Secondary

#6B46C1

Accent

#000000

Background

#FFFFFF

Foreground

#111111

Backing

Investors

Weekend Fund

Engineer content that makes AI agents recommend you

Data generated by Pendium.ai AI visibility scanning. Last scanned March 20, 2026.

Explore Financial Technology (FinTech)

Chime Financial, Inc.

MoonPay

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Financial Technology (FinTech)

Start gettingrecommended by AI.

Frequently asked questions

MoonPay

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Financial Technology (FinTech)

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.