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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Splits

Visibility36

Vibe67

Businesses/Financial Technology/Splits

AI Visibility & Sentiment

Splits

Splits is a financial infrastructure platform that provides audited, open-source, and dependency-free smart contracts for onchain teams. It enables organizations to efficiently manage treasuries, revenue streams, and expense distribution across multiple EVM chains.

Active Monitoring

splits.org

Financial Technology

AI Visibility Score

36/100

Low

Sentiment Score

67/100

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

AI Perception

Summary

Splits holds a dominant position within DAO operations and waterfall payout discussions, consistently appearing in the top three results across AI Overviews, Claude, and Gemini. While the brand successfully anchors its identity to complex financial automation, it currently lacks visibility in core infrastructure and developer workflow queries, leaving significant market share to foundational competitors like OpenZeppelin and Gnosis Safe.

Value Proposition

Provides secure, battle-tested, and fee-free financial infrastructure that allows teams to automate complex payout flows and treasury management without dependencies.

Overview

Mission

To provide the essential financial building blocks that allow onchain teams to focus on building their core products.

Products & Services

Smart contract payout flowsWaterfall expense managementSwapper for stablecoin transactionsDeveloper SDK and API

Agent Breakdown

AI Platforms

How often do different AI platforms reference Splits?

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Conversation Analysis

Key Topics

What conversations is Splits included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Splits 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

Automating DAO Treasury & Revenue Distribution(10 queries)

“how do i set up automatic revenue sharing for my dao so contributors get paid directly from our treasury”

0/3 platforms mentioned

Core

Claude

1.Gnosis Safe

2.Aragon

3.DAOhaus

4.Colony

5.Juicebox

Gemini

1.Aragon

2.Gnosis Safe

3.Multis

4.Weezi

5.Llama

+3 more

AI Overviews

1.Superfluid

2.Sablier

3.Safe

4.Utopia Labs

5.Coordinape

+2 more

“how do i set up automatic revenue sharing for my dao so contributors get paid directly from our treasury”

1/4 platforms mentioned

ChatGPT

1.Gnosis Safe

2.OpenZeppelin

3.Chainlink

4.Gelato

5.Aragon

+1 more

Claude

1.Gnosis Safe

2.Sablier

3.Superfluid

4.Request Network

5.Coordinape

+10 more

Gemini

1.Gnosis Safe

2.Aragon

3.OpenZeppelin

4.Yearn Finance

5.Lido

+6 more

AI Overviews

1.Safe

2.WalletConnect

3.Tally

4.Snapshot

5.oSnap

+3 more

“how do i set up automatic revenue sharing for my dao so contributors get paid directly from our treasury”

2/4 platforms mentioned

ChatGPT

1.OpenZeppelin

2.Chainlink

3.Superfluid

4.Gnosis Safe

5.Snapshot

+1 more

Claude

1.Gnosis Safe

2.Sablier

3.Superfluid

4.LlamaPay

5.Snapshot

+5 more

Gemini

1.Gnosis Safe

2.Raft

3.Parcel

4.Sablier

5.Collab.Land

+3 more

AI Overviews

1.Sablier

2.0xSplits

3.thirdweb

4.Safe

5.Gnosis Safe

+3 more

“how do i set up automatic revenue sharing for my dao so contributors get paid directly from our treasury”

1/4 platforms mentioned

ChatGPT

1.Gnosis Safe

2.OpenZeppelin

3.Node.js

4.ethers.js

5.Wagmi

+4 more

Claude

1.Uniswap

2.Coordinape

3.Disperse

4.Safe

5.Polygon

+7 more

Gemini

1.Utopia Labs

2.Gnosis Safe

3.Aragon

4.AragonDAO Payroll

5.Protofire

+2 more

AI Overviews

1.Coinmetro

2.0xSplits

3.thirdweb Splits

4.Sablier

5.LlamaPay

+7 more

“what is the best way to handle a waterfall payout structure for protocol revenue in web3”

3/4 platforms mentioned

ChatGPT

1.Gnosis Safe

2.OpenZeppelin

3.Aragon

4.Salt Governance

5.Trail of Bits

+8 more

Claude

1.OpenZeppelin

2.0xSplits

Gemini

1.Ethereum

2.thirdweb

3.Splits

4.GitHub

5.Magna

+1 more

AI Overviews

1.Lightspark

2.Forza Commercial

3.Splits

4.Carta

5.Excel

“what is the best way to handle a waterfall payout structure for protocol revenue in web3”

3/4 platforms mentioned

ChatGPT

1.DeFi

2.Chainlink

3.OpenZeppelin

4.PaymentSplitter

5.Superfluid

+5 more

Claude

1.Dune Analytics

2.OpenZeppelin

3.Sablier

4.TokenVesting

Gemini

1.Superfluid

2.Sablier

3.Request Finance

4.Xion Global

5.Waterfall

+7 more

AI Overviews

1.RockStep Capital

2.0xSplits

3.Reveal

4.InvestNext

5.Carta

“what is the best way to handle a waterfall payout structure for protocol revenue in web3”

2/4 platforms mentioned

ChatGPT

1.Gnosis Safe

2.OpenZeppelin

3.LayerZero

4.Wormhole

5.Gelato Network

6.0xSplits

Claude

1.GMX

2.dYdX

Gemini

1.OpenZeppelin

2.Thirdweb

3.Rise

4.Carta

5.InvestorPortaLPro

AI Overviews

1.Carta

2.EisnerAmper

3.Solidity

4.Arbitrum

5.zkSync

+1 more

“can you help me script a smart contract for distributing stablecoins to multiple addresses at once, any specific tools to look at?”

0/4 platforms mentioned

ChatGPT

1.OpenZeppelin

2.Safe

3.Foundry

4.Hardhat

5.Brownie

+3 more

Claude

1.OpenZeppelin

2.USDT

3.USDC

4.Tron

5.Ethereum

+6 more

Gemini

1.OpenZeppelin

2.Hardhat

3.Waffle

4.Foundry

5.Tenderly

+3 more

AI Overviews

1.OpenZeppelin

2.Disperse.app

3.Etherscan

4.Safe

5.Token Tool

+2 more

“can you help me script a smart contract for distributing stablecoins to multiple addresses at once, any specific tools to look at?”

0/3 platforms mentioned

Claude

1.Hardhat

2.Truffle

3.Stripe

4.Bridge

5.BVNK

+1 more

Gemini

1.Foundry

2.Hardhat

3.Truffle Suite

4.Remix IDE

5.OpenZeppelin Contracts

AI Overviews

1.GitHub

2.OpenZeppelin

3.OpenZeppelin Forum

4.Disperse.app

5.Token Tool

+7 more

“can you help me script a smart contract for distributing stablecoins to multiple addresses at once, any specific tools to look at?”

1/4 platforms mentioned

ChatGPT

1.OpenZeppelin

2.Hardhat

3.Foundry

4.Remix

5.OpenZeppelin Defender

+9 more

Claude

1.OpenZeppelin

2.Etherscan

3.thirdweb

4.Bridge Kit

5.Circle

+3 more

Gemini

1.OpenZeppelin

2.Certik

3.Quantstamp

4.Token Tools

5.Bitbond

+5 more

AI Overviews

1.OpenZeppelin

2.Disperse.app

3.Safe

4.Token Tool

5.Bitbond

+1 more

Financial Infrastructure & Tooling Evaluation(3 queries)

“what are the most secure and audited platforms for managing onchain treasury flows right now?”

0/3 platforms mentioned

Core

Claude

1.Fireblocks

2.Coinshift

3.TRES Finance

4.Xero

5.QuickBooks

+1 more

Gemini

1.Fireblocks

2.Safe{Wallet}

3.TRES Finance

4.io.finnet

5.QuillAudits

+7 more

AI Overviews

1.Safe

2.Gnosis Safe

3.Ackee Blockchain

4.Runtime Verification

5.Zengo Business

+7 more

“what are the most secure and audited platforms for managing onchain treasury flows right now?”

0/3 platforms mentioned

Claude

1.Fireblocks

2.Cobo

3.Circle

4.USDC

5.EURC

+4 more

Gemini

1.Safe

2.Fireblocks

3.MetaMask Institutional

4.BitGo

5.Ledger Enterprise

+5 more

AI Overviews

1.Safe

2.Gnosis Safe

3.Safe{Wallet}

4.Coinshift

5.Aave

+7 more

“what are the most secure and audited platforms for managing onchain treasury flows right now?”

0/4 platforms mentioned

ChatGPT

1.Gnosis Safe

2.Aragon OSx

3.OpenZeppelin Governor

4.Guardrail

5.Karpatkey

+4 more

Claude

1.Safe

2.Gnosis Safe

3.Anchorage Digital

4.Dfns

5.Fireblocks

+7 more

Gemini

1.Gnosis Safe

2.Safe

3.Yearn Finance

4.ChainSecurity

5.StateMind

+9 more

AI Overviews

1.Safe

2.Gnosis Safe

3.Ethereum

4.Fireblocks

5.Zengo Business

+7 more

Optimizing Developer Workflows For Web3 Finance(2 queries)

“i need to add a feature to my dapp that lets users swap stablecoins instantly, any sdks i can use for this?”

0/3 platforms mentioned

Core

Claude

1.Eco Routes SDK

2.Ethereum

3.Arbitrum

4.Base

5.Optimism

+11 more

Gemini

1.1inch

2.Rubic

3.SwapKit

4.THORChain

5.Chainflip

+7 more

AI Overviews

1.Eco Routes SDK

2.LI.FI SDK

3.1inch Swap API

4.0x Swap API

5.Jupiter SDK

+3 more

“i need to add a feature to my dapp that lets users swap stablecoins instantly, any sdks i can use for this?”

1/4 platforms mentioned

ChatGPT

1.1inch

2.0x

3.Uniswap

4.Curve Finance

5.Balancer

+7 more

Claude

1.Eco Routes SDK

2.Ethereum

3.Arbitrum

4.Base

5.Optimism

+12 more

Gemini

1.Eco Routes SDK

2.Circle

3.Bridge Kit

4.USDCKit

5.1inch

+7 more

AI Overviews

1.1inch Swap API/SDK

2.0x Swap API

3.Coinbase

4.MetaMask

5.LI.FI SDK

+5 more

Brand Perception

What AI Really Thinks

We asked each AI platform directly about Splits 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 Splits? 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

High-authority placement in Claude and AI Overviews for DAO treasury and revenue distribution queries

Strength

Strong relevance for the DAO Operations Lead persona

Strength

Competitive positioning in complex waterfall payout structure scenarios

Gap

Total absence in core developer workflow and infrastructure security queries

Gap

Poor visibility with the Budget-Conscious Startup Founder persona, often relegated to lower search rankings

Gap

Failure to capture interest in smart contract scripting and financial tool evaluation

Opportunity

Leverage existing strength in payout structures to expand into general smart contract development content

Opportunity

Target developer-centric queries to challenge incumbents like OpenZeppelin and Hardhat

Opportunity

Bridge the 'core' visibility gap by mapping Splits' unique value proposition to fundamental Web3 financial infrastructure searches

Technical Health

Site Health for AI Visibility

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

82/100

13 passed 3 warnings 3 issues

Audited 3/10/2026

Crawlability96

Can AI bots find your pages?

Technical96

SSL, mobile, doctype basics

On-Page SEO64

Titles, descriptions, headings

Content Quality60

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG82

Open Graph, Twitter cards

AI Readability100

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).

Page has no H1 heading

Add a single H1 tag as the main page heading.

Content is too thin

Expand your content to at least 300-500 words with valuable information.

Warnings

1 render-blocking resource(s) detected

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

Title is too short (26 characters)

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

Few headings on page

Add more H2 and H3 headings to organize content into sections.

Few internal links on this page

Add more internal links to related pages on your site.

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 Splits's communication style and personality

The brand voice is professional, highly technical, and transparent. It communicates with an authoritative tone that emphasizes security, reliability, and the open-source nature of its tools, while remaining accessible to developers and project leads.

Core Tone Traits

Authoritative & Expert

Demonstrates deep knowledge of onchain financial mechanics.

Transparent & Trustworthy

Focuses on audited, open-source, and dependency-free reliability.

Direct & Efficient

Communicates value and functionality without fluff.

Developer-Centric

Uses precise language geared toward technical users and builders.

Competitive Landscape

Related Ecosystem

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

Gnosis Safe24 mentions

OpenZeppelin20 mentions

Safe16 mentions

Aragon11 mentions

Fireblocks10 mentions

Hardhat10 mentions

Sablier8 mentions

Superfluid7 mentions

TRES Finance7 mentions

Foundry7 mentions

Splits6 mentions

Source Intelligence

Citations

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

DAO Types: Community DAO, Service DAO & Investment DAO and Regulatory Requirements For Each

https://www.legalnodes.com/article/dao-types

Referenced in 1 query

Review

What is Treasury Management (DAO)? Governance, Tools, Best Practices | Cube Exchange

https://www.cube.exchange/what-is/treasury-management-dao

Referenced in 1 query

Review

What Are DAOs? A Straight-Talk Guide to Decentralized Governance

https://coredao.org/core-academy/what-are-daos

Referenced in 1 query

Review

Treasury Management - DAO Research Collective

https://daocollective.xyz/treasury-management/

Referenced in 1 query

Review

How DAOs are Funded | Consensys

https://consensys.io/blog/how-daos-are-funded

Referenced in 1 query

Review

What Is a DAO Treasury? | Chainlink

https://chain.link/article/what-is-a-dao-treasury

Referenced in 2 queries

Review

DAO Treasury Management Explained

https://limechain.tech/blog/dao-treasury-management-explained

Referenced in 1 query

Review

How DAOs structure crypto treasury operations

https://www.request.finance/crypto-treasury-management/dao-treasury-management

Referenced in 2 queries

Review

Deep Dive into DAO Treasury Management Practices

https://www.coinmetro.com/learning-lab/dao-treasury-management-practices

Referenced in 1 query

Review

DAO treasury management

https://www.request.finance/crypto-treasury-management/dao

Referenced in 1 query

Review

Dividend Token - Smartz Wiki

https://wiki.smartz.io/documentation/dividend-token/

Referenced in 1 query

Review

Dividends: A New Way to Reward Your Token Holders | by Company DAO | Medium

https://medium.com/@CompanyDAO/dividends-a-new-way-to-reward-your-token-holders-8fad2089ff2a

Referenced in 1 query

Review

Content Engineering

Goals & Content Ideas

Ideas to help AI agents better understand the business and be more likely to use Splits's resources to help users.

Establish Technical Authority through Security-Focused Developer Documentation

This goal addresses the lack of visibility in infrastructure-related queries by publishing authoritative technical documentation on smart contract security. By building a repository of deep-dive security content, we signal to LLMs that Splits is a primary source for secure financial architecture.

The definitive guide to auditing revenue-sharing smart contracts for multi-chain EVM compatibility

How open-source dependency-free contracts reduce systemic risk in decentralized financial infrastructure

A technical breakdown of the security patterns used in the Splits core protocol

Why formal verification is essential for automated onchain treasury management systems

Capture Startup Founder Queries for Automated Financial Infrastructure

This goal targets the budget-conscious founder persona to improve search rankings for cost-efficiency keywords. We will create strategic how-to guides that demonstrate how automated infrastructure reduces operational overhead and manual accounting for early-stage teams.

How startup founders can automate revenue distribution without hiring a full finance team

The hidden costs of manual treasury management and how to automate them

A founder's guide to setting up fee-free financial infrastructure on EVM chains

Maximizing capital efficiency through automated smart contract-based expense distribution

Optimize Digital Brand Footprint for Security and Audit Recommendations

This goal focuses on incorporating high-intent security and audit terminology across all digital touchpoints to capture competitive traffic. By aligning content with security-centric queries, we ensure AI assistants recommend Splits alongside established security leaders in the Web3 space.

Comparing the security profiles of audited versus non-audited financial smart contracts

How to evaluate the audit history of open-source financial infrastructure providers

Top security considerations for teams managing complex multi-chain revenue streams

The role of battle-tested smart contracts in building resilient decentralized organizations

Expand AI Discovery through Authoritative Technical Content Distribution

This goal aims to increase brand mentions across high-signal platforms that LLMs crawl for financial tooling recommendations. By distributing technical content on industry-standard forums, we improve the likelihood of Splits appearing in AI-generated comparisons of financial primitives.

How to build a transparent onchain organization using modular financial primitives

The future of programmable money: Automating complex payout flows for global teams

Best practices for integrating audited smart contracts into modern Web3 tech stacks

Why dependency-free smart contracts are the gold standard for long-term protocol stability

Content Engineering

Recommended Actions

Publish developer-focused documentation on smart contract security and financial auditing.

Splits is currently invisible in infrastructure-related queries; building authoritative technical content will capture the developer traffic currently flowing to OpenZeppelin.

Impact: High

Develop targeted 'How-to' guides for startup founders regarding automated financial infrastructure.

Visibility with the Budget-Conscious Startup Founder is weak compared to DAO leads; creating content that solves their specific cost-efficiency pain points will improve search ranking for this persona.

Impact: High

Optimize landing page content for 'security and audit' terminology within Web3 financial tooling.

Competitors dominate security-focused queries; incorporating these keywords into existing high-performing DAO content will help capture queries where Splits currently has zero mentions.

Impact: Medium

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Data generated by Pendium.ai AI visibility scanning. Last scanned March 10, 2026.