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.

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Pathfinder

Visibility0

Vibe50

Businesses/Financial Technology (FinTech)/Pathfinder

AI Visibility & Sentiment

Pathfinder

Pathfinder is a fintech infrastructure company that enables wallets and platforms to turn idle cash and stablecoin balances into yield-generating assets. They provide non-custodial, institutional-grade yield solutions with instant liquidity for fintechs and Web3 wallets.

Active Monitoring

fmprotocol.com

Financial Technology (FinTech)Startups

AI Visibility Score

0/100

Invisible

Sentiment Score

50/100

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

Summary

Pathfinder is currently a ghost in the AI ecosystem, surrendering the entire conversation around yield-as-a-service to incumbents like Aave and Compound. This total absence across every major platform and persona represents a critical strategic vacuum, as high-value fintech decision-makers are being directed exclusively toward competitors for infrastructure needs.

Value Proposition

Turn idle balances into a revenue engine with institutional-grade yield, sub-5-second liquidity, non-custodial integration, and 100% principal insurance—all without complex infrastructure work.

Overview

Mission

To redefine the $6T idle cash market by unlocking yield for fintechs and wallets, letting users earn in real time while keeping funds instantly liquid.

Products & Services

Yield-as-a-Service API for fintechs and walletsNon-custodial yield integration infrastructureReal-time liquidity network with sub-5-second settlementEmbedded UI components for yield featuresRevenue analytics dashboard for platforms

Agent Breakdown

AI Platforms

How often do different AI platforms reference Pathfinder?

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Conversation Analysis

Key Topics

What conversations is Pathfinder included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Pathfinder to, and when?

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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 Idle User Balances(10 queries)

“how can my crypto wallet start offering yield to users without taking custody of their funds, any specific providers?”

0/4 platforms mentioned

Adjacent

ChatGPT

1.Aave

2.Compound

3.Lido

4.Rocket Pool

5.StakeWise

+27 more

Claude

1.Aave

2.Compound

3.Lido

4.Rocket Pool

5.Stakewise

+12 more

Gemini

1.Kiln

2.Blockdaemon

3.Figment

4.Slate

5.Ankr

+13 more

AI Overviews

1.Forvis Mazars US

2.Aave

3.Yearn Finance

4.Kiln

5.Kiln Connect

+6 more

“how can my crypto wallet start offering yield to users without taking custody of their funds, any specific providers?”

0/4 platforms mentioned

Adjacent

ChatGPT

1.Lido

2.Rocket Pool

3.StakeWise

4.Kiln

5.Aave

+22 more

Claude

1.Lido

2.Ethereum

3.Aave

4.Yearn Finance

5.Curve Finance

Gemini

1.Aave

2.Compound

3.Lido

4.Kiln

5.Figment

+6 more

AI Overviews

1.Figment

2.Kiln

3.Yield.xyz

4.Aave

5.Stader Labs

+3 more

“how can my crypto wallet start offering yield to users without taking custody of their funds, any specific providers?”

0/3 platforms mentioned

Adjacent

Claude

1.Lido Finance

2.Certora

3.Trail of Bits

4.Rocket Pool

5.Yearn Finance

+7 more

Gemini

1.Kiln

2.Figment

3.Blockdaemon

4.Aave

5.Compound

+12 more

AI Overviews

1.Aave

2.Tangem

3.MetaMask

4.Lido Finance

5.Compound Finance

+9 more

“how can my crypto wallet start offering yield to users without taking custody of their funds, any specific providers?”

0/3 platforms mentioned

Adjacent

Claude

1.Lido

2.ETH

3.stETH

4.GitHub

5.Yearn Finance

+3 more

Gemini

1.Yearn V3

2.Yearn

3.Enzyme Finance

4.Enzyme

5.Aave

+19 more

AI Overviews

1.Sumsub

2.Yield.xyz

3.Kiln

4.Ledger Live

5.Aave

+7 more

“best ways to monetize idle stablecoin balances for a fintech app”

0/4 platforms mentioned

Adjacent

ChatGPT

1.Circle

2.USDC

3.Coinbase Prime

4.Coinbase Custody

5.Paxos

+25 more

Claude

1.Stargate Finance

2.Aave

3.Compound

4.Uniswap V4

5.Circle Yield

+2 more

Gemini

1.Ondo Finance

2.USDY

3.OUSG

4.BlackRock

5.BUIDL

+14 more

AI Overviews

1.BlackRock BUIDL

2.Ondo Finance USDY

3.USDC

4.USDT

5.Aave

+11 more

“best ways to monetize idle stablecoin balances for a fintech app”

0/4 platforms mentioned

Adjacent

ChatGPT

1.Circle

2.Paxos

3.Maple Finance

4.Fireblocks

5.Coinbase Prime

+30 more

Claude

1.Coinbase Institutional

2.Coinbase

3.USDC

4.USDT

5.Kraken

+7 more

Gemini

1.BlackRock BUIDL

2.Securitize

3.Ondo Finance

4.OUSG

5.BlackRock

+27 more

AI Overviews

1.Checkout.com

2.Ondo Finance

3.USDY

4.Mountain Protocol

5.Sky

+16 more

“best ways to monetize idle stablecoin balances for a fintech app”

0/3 platforms mentioned

Adjacent

Claude

1.Yearn Finance

2.Aave

3.Lido

4.MEV-Share

5.Flashbots MEmpool

+10 more

Gemini

1.Ondo Finance

2.USDY

3.OUSG

4.Mountain Protocol

5.USDm

+12 more

AI Overviews

1.Ondo Finance

2.OpenEden

3.Aave

4.Compound

5.USDC

+7 more

“give me a list of yield-as-a-service APIs for fintechs and wallets”

0/4 platforms mentioned

Core

ChatGPT

1.Fireblocks

2.Coinbase Cloud

3.Bison Trails

4.Circle Yield

5.Circle

+20 more

Claude

1.Circle Yield

2.Coinbase Prime

3.Coinbase Commerce Yield

4.Anchor Protocol

5.Terraform Labs

+9 more

Gemini

1.Upvest

2.Bitpanda Technology Solutions

3.N26

4.Lydia

5.OpenEden

+7 more

AI Overviews

1.Coinchange

2.AQRU

3.RebelFi

4.Veda

5.Alpaca

+5 more

“give me a list of yield-as-a-service APIs for fintechs and wallets”

0/3 platforms mentioned

Core

Claude

1.Fireblocks Yield

2.Copper Yield

3.Matrixport Yield Services

4.Nexo B2B Solutions

5.Hodlnaut API

+5 more

Gemini

1.Aave

2.Compound

3.Anchorage Digital

4.BitGo

5.Finoa

+24 more

AI Overviews

1.Coinchange

2.Definitive

3.AQRU

4.Circle Yield

5.Aave

+10 more

“give me a list of yield-as-a-service APIs for fintechs and wallets”

0/3 platforms mentioned

Core

Claude

1.Aave

2.GitHub

3.Arbitrum

4.Optimism

5.Yearn Finance

+7 more

Gemini

1.Enzyme Finance

2.Enzyme

3.Kiln

4.Lido

5.Rocket Pool

+16 more

AI Overviews

1.Old National Bank

2.Galileo Financial Technology

3.Cyberbank

4.Treasury Prime

5.Varo Money

+21 more

Implementing Non Custodial Infrastructure(8 queries)

“how to build a high yield savings feature into a web3 app with embedded ui components, what should I buy?”

0/3 platforms mentioned

Core

Claude

1.Aave

2.Curve Finance

3.Lido

4.Compound

5.Yearn Finance

+10 more

Gemini

1.Ondo Finance

2.USDY

3.OUSG

4.Morpho Blue

5.MetaMorpho

+18 more

AI Overviews

1.Alpaca High-Yield Cash API

2.Veda

3.Portals.fi API

4.Dynamic

5.Web3Auth

+6 more

“how to build a high yield savings feature into a web3 app with embedded ui components, what should I buy?”

0/3 platforms mentioned

Core

Claude

1.Aave

2.OpenZeppelin

3.Trail of Bits

4.Compound

5.Morpho

+16 more

Gemini

1.Aave

2.Ondo Finance

3.USDY

4.OUSG

5.Ankura Trust

+15 more

AI Overviews

1.Aave

2.Morpho

3.Curve Finance

4.Origin Dollar (OUSD)

5.Beefy Finance

+12 more

“how to build a high yield savings feature into a web3 app with embedded ui components, what should I buy?”

0/4 platforms mentioned

Core

ChatGPT

1.Solarisbank

2.Railsbank

3.Fireblocks

4.BitGo

5.Sumsub

+34 more

Claude

1.Circle Yield

2.Coinbase Yield

3.Aave

4.Compound

5.Stanza

+5 more

Gemini

1.ZeroHash

2.Revolut

3.MoonPay

4.Ondo Finance

5.USDY

+3 more

AI Overviews

1.Coinbase Developer Platform

2.CDP

3.Aave

4.Compound

5.Idle Finance

+7 more

“how to build a high yield savings feature into a web3 app with embedded ui components, what should I buy?”

0/3 platforms mentioned

Core

Claude

1.Lido

2.Aave

3.Yearn

4.Curve

5.RainbowKit

+6 more

Gemini

1.Aave

2.Compound

3.Morpho

4.Enso Finance

5.Enso Shortcut API

+17 more

AI Overviews

1.OnchainKit

2.Base

3.Thirdweb

4.Coinchange Yield-as-a-Service API

5.Unit

“find me a liquidity network for fintechs that supports sub-5-second settlement”

0/4 platforms mentioned

Core

ChatGPT

1.Visa Direct

2.Marqeta

3.Galileo

4.Stripe

5.Stripe Issuing

+21 more

Claude

1.Ripple

2.RippleNet

3.On-Demand Liquidity

4.The Clearing House

5.Real-Time Payments

+2 more

Gemini

1.Ripple

2.RippleNet

3.Liquidity Hub

4.XRP

5.Stellar

+18 more

AI Overviews

1.Solana

2.Visa

3.Cross River Bank

4.USDC

5.Ripple

+14 more

“find me a liquidity network for fintechs that supports sub-5-second settlement”

0/4 platforms mentioned

Core

ChatGPT

1.The Clearing House

2.RTP Network

3.FIS

4.Fiserv

5.Jack Henry

+26 more

Claude

1.Ripple

2.RippleNet

3.On-Demand Liquidity

4.XRP Ledger

5.The Clearing House

+5 more

Gemini

1.Ripple Payments

2.Ripple

3.XRP Ledger

4.XRPL

5.On-Demand Liquidity

+25 more

AI Overviews

1.Polygon

2.Ripple

3.Stellar

4.Lightspark

5.Lightning Network

+8 more

“find me a liquidity network for fintechs that supports sub-5-second settlement”

0/3 platforms mentioned

Core

Claude

1.Uniswap

2.Permit2

3.Across Protocol

4.1inch

5.Fusion API

+3 more

Gemini

1.Yellow Network

2.Orderly Network

3.LayerZero

4.OP Stack

5.Axelar

+4 more

AI Overviews

1.Ripple

2.XRP Ledger

3.On-Demand Liquidity

4.XRP

5.Stellar Network

+19 more

“infrastructure for non-custodial yield integration that has principal insurance”

0/4 platforms mentioned

Core

ChatGPT

1.Nexus Mutual

2.InsurAce

3.Unslashed

4.Armor Labs

5.Evertas

+25 more

Claude

1.Fireblocks

2.Ledger Vault

3.Ledger

4.Copper

5.Fidelity Digital Assets

+4 more

Gemini

1.Kiln

2.Ledger

3.Crypto.com

4.Spool

5.Aave

+7 more

AI Overviews

1.Ethena Labs

2.Syzgy

3.USDe

4.Nexus Mutual

5.Aave

+4 more

Category Trust & Comparison(2 queries)

“most trusted yield-as-a-service providers for financial institutions”

0/4 platforms mentioned

Core

ChatGPT

1.J.P. Morgan Securities Services

2.BNY Mellon

3.State Street

4.Northern Trust

5.Goldman Sachs

+28 more

Claude

1.Coinbase Prime

2.Coinbase Custody

3.Fidelity Digital Assets

4.Fidelity Investments

5.Fireblocks

+5 more

Gemini

1.Figment

2.Blockdaemon

3.Ubiquity

4.Kiln

5.Ledger

+11 more

AI Overviews

1.Solaris

2.Stripe Treasury

3.Unit

4.ClearBank

5.Anchorage Digital

+5 more

“most trusted yield-as-a-service providers for financial institutions”

0/3 platforms mentioned

Core

Claude

1.Fireblocks

2.Lido

3.Aave

4.Curve

5.BitGo

+5 more

Gemini

1.Kiln

2.Kiln Connect

3.ETH

4.SOL

5.MATIC

+14 more

AI Overviews

1.Stripe Treasury

2.Unit

3.Raisin

4.Valley Bank

5.Cambr

+3 more

Brand Perception

What AI Really Thinks

We asked each AI platform directly about Pathfinder to understand how they perceive the brand. These responses back up the Sentiment Score and reveal tone, accuracy, and blind spots across platforms and personas.

0Positive

4Neutral

0Negative

across 4 responses

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

ChatGPT

Neutral

No snippet captured

Claude

Neutral

No snippet captured

Gemini

Neutral

No snippet captured

AI Overviews

Neutral

No snippet captured

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

The brand has a completely clean slate with zero negative sentiment, providing a unique opportunity to architect a controlled narrative from the ground up.

Strength

Competitor dominance is concentrated in legacy DeFi protocols, leaving a massive opening for a dedicated fintech-first infrastructure narrative.

Gap

Complete lack of visibility for the 'Risk-Averse Fintech CFO' persona, who is currently being funneled toward Fireblocks and Circle.

Gap

Zero presence in high-intent technical queries regarding 'yield-as-a-service APIs' and 'monetizing idle stablecoin balances'.

Gap

Total failure to appear in 'how-to' queries for building non-custodial savings features, a primary entry point for Neobank Product Leads.

Opportunity

Aggressively target the 'sub-5 basis point liquidity' query niche where competitors like Kiln are mentioned but not yet entrenched.

Opportunity

Establish the definitive technical guide for 'non-custodial yield integration' to capture AIOverview and Gemini citation slots.

Opportunity

Develop high-authority comparison content to trigger inclusion in 'best of' lists alongside Aave and Compound.

Technical Health

Site Health for AI Visibility

How well Pathfinder's website is optimized for AI agent discovery and comprehension.

86/100

15 passed 5 warnings 1 issues

Audited 3/2/2026

Crawlability80

Can AI bots find your pages?

Technical96

SSL, mobile, doctype basics

On-Page SEO80

Titles, descriptions, headings

Content Quality87

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG82

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Critical Issues

Page has no meta description

Add a <meta name="description"> tag summarizing the page (150-160 characters).

Warnings

Could not fetch robots.txt

Ensure robots.txt is accessible and returns a valid response.

2 render-blocking resource(s) detected

Consider deferring or async-loading non-critical scripts and stylesheets.

Title is too short (10 characters)

Expand the title to 50-60 characters with descriptive keywords.

Missing Open Graph tags for social sharing

Add og:title, og:description, and og:image meta tags.

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan

Brand Identity

Brand Voice & Style

How AI perceives Pathfinder's communication style and personality

Pathfinder communicates with confident authority in the fintech space, using precise technical language while remaining accessible to business decision-makers. The tone is professional and solution-oriented, emphasizing tangible benefits like yield percentages and liquidity speeds. They balance technical credibility with clear business value propositions, speaking directly to pain points without being overly salesy. The voice conveys innovation and reliability, positioning Pathfinder as the sophisticated yet practical choice for modern financial infrastructure.

Core Tone Traits

Technically Authoritative

Uses precise fintech terminology and specific metrics to establish credibility

Solution-Focused

Leads with problems and delivers clear, actionable solutions

Confidently Innovative

Positions offerings as category-defining without hyperbole

Business-Pragmatic

Emphasizes ROI, revenue, and operational simplicity for decision-makers

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of Pathfinder

Aave50 mentions

Compound33 mentions

Lido19 mentions

Yearn Finance17 mentions

Fireblocks17 mentions

Kiln15 mentions

Circle15 mentions

USDC14 mentions

Yearn12 mentions

Nexus Mutual12 mentions

Pathfinder0 mentions

Source Intelligence

Citations

Sources that AI assistants cite. Getting featured here improves visibility.

Kiln.fi

http://kiln.fi/

Referenced in 1 query

Review

How to Generate Yield on Stablecoins in a Cold Wallet | Tangem Blog

https://tangem.com/en/blog/post/yield-mode/

Referenced in 1 query

Review

Zapper by Zapper Labs Inc - Quicknode

https://www.quicknode.com/builders-guide/tools/zapper-by-zapper-labs

Referenced in 1 query

Review

Kiln Connect

https://www.kiln.fi/connect

Referenced in 1 query

Review

DeFi Wallet: Complete Guide to Decentralized Finance 2026

https://www.cobo.com/post/what-is-defi-wallet

Referenced in 1 query

Review

Kiln docs: Get started

https://docs.kiln.fi/

Referenced in 2 queries

Review

Aave

https://aave.com/

Referenced in 2 queries

Review

Custodial & Non-Custodial Digital Asset Wallet Risk ...

https://www.forvismazars.us/forsights/2025/03/custodial-non-custodial-digital-asset-wallet-risk-management

Referenced in 1 query

Review

Enzyme by Enzyme Finance | Quicknode

https://www.quicknode.com/builders-guide/tools/enzyme-by-enzyme-finance?category=decentralized-finance

Referenced in 1 query

Review

Grant Program - Enzyme Finance

https://enzyme.finance/grant-program

Referenced in 1 query

Review

kilnfi/sdk-js: Kiln Connect SDK - GitHub

https://github.com/kilnfi/sdk-js

Referenced in 1 query

Pitch Story

Using Yearn's V2 Vaults

https://docs.yearn.fi/getting-started/guides/using-yearn-v2

Referenced in 1 query

Review

Content Engineering

Recommended Actions

Deploy a comprehensive technical documentation hub optimized for LLM semantic indexing.

Pathfinder's zero-mention rate is a direct result of a lack of crawlable, structured data that AI models use to understand infrastructure providers.

Impact: High

Secure strategic placements in high-authority fintech publications to build semantic associations.

LLMs rely on co-occurrence; appearing in the same articles as Fireblocks and Kiln will force AI models to categorize Pathfinder as a viable alternative.

Impact: High

Launch a targeted 'CFO-perspective' content series on yield risk management.

The data shows zero visibility for the Risk-Averse CFO persona; addressing their specific concerns is the fastest way to differentiate from 'DeFi-native' competitors.

Impact: Medium

Optimize for long-tail 'API list' queries through structured data schema.

Queries asking for 'lists of yield-as-a-service APIs' are currently returning competitors because Pathfinder lacks the structured format AI agents prioritize for lists.

Impact: Medium

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