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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zkShield

Visibility0

Vibe63

Businesses/Blockchain & Cryptocurrency/zkShield

AI Visibility & Sentiment

zkShield

zkShield is a privacy-focused blockchain application that enables complete privacy for multisig wallets with hidden owners. Built on ERC-4337, it allows users to conceal wallet ownership and team identities while maintaining full control over their crypto assets.

Active Monitoring

zkshield.io

Blockchain & Cryptocurrency Startups

AI Visibility Score

0/100

Invisible

Sentiment Score

63/100

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

aspirational

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe zkShield today.

While AI models successfully identify zkShield during direct brand lookups, the platform is effectively invisible in every category-defining query where competitors like Gnosis Safe and Railgun are currently thriving. This stark disconnect reveals that while the models are aware of zkShield's existence, they do not yet associate the brand with critical functional solutions like private multisig management or ERC-4337 account abstraction.

Value Proposition

Turn your crypto wallet into a private blackbox - hide wallet ownership, protect against hackers, and maintain complete control over who sees your on-chain activity

Overview

Mission

To realize the true promise of crypto by solving blockchain's privacy problem and enabling users to disclose what they want with who they want

Products & Services

Privacy-enabled multisig wallet infrastructureHidden wallet ownership technologyConfigurable team visibility controlsDiscrete key management and rotationERC-4337 powered account abstraction

Current State

Visibility Landscape

A high-level view of how zkShield performs across AI platforms, broken down by strategic reach level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation Brand recognition & direct queries	0	0	0	0
Core Topics Product/service category queries	0	0	0	0
Growth Areas Adjacent, aspirational & visionary	0	0	0	0

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

Growth Areas

Adjacent, aspirational & visionary

Competitive Landscape

Gnosis Safe

40 mentions

Safe

32 mentions

Railgun

30 mentions

Fireblocks

29 mentions

Ledger

27 mentions

Trezor

25 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

High baseline brand awareness in direct 'vibe check' queries across ChatGPT, Claude, and Gemini, indicating that the underlying training data includes the brand's core identity.

Strength

Successful ranking at position #1 for branded intent searches, showing that models have a clear definition of what zkShield is when asked directly.

Gap

Zero visibility across the 'Private DAO & Team Treasury Management' and 'Implementing Modern Account Abstraction' query sets, where competitors like Gnosis Safe and Fireblocks have captured over 30 mentions each.

Recommended Actions

Publish a series of technical whitepapers and documentation specifically mapping zkShield to ERC-4337 and multisig privacy keywords.

Models currently fail to associate the brand with these technical categories despite knowing the brand exists; explicit semantic links are required to trigger recommendations.

Develop and distribute high-authority comparison content titled 'zkShield vs Gnosis Safe for DAO Treasuries'.

Gnosis Safe is the dominant incumbent with 40 mentions; creating direct comparative data helps AI models categorize zkShield as a viable or superior alternative.

Create persona-specific landing pages and case studies for DAO Treasury Operations and Institutional Traders.

The brand currently has 0% visibility for these personas, and targeted content will provide the specific context AI models need to recommend zkShield to these high-intent segments.

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

Private DAO & Team Treasury Management(3 queries)

“how can our DAO manage a multisig without doxxing all the signers personal wallets”

0/4 platforms mentioned

Core

ChatGPT

1.Ledger

2.Trezor

3.Gnosis Safe

4.Safe

5.Coldcard

+10 more

Claude

1.Ledger

2.Trezor

3.Safe

4.Argent

5.Tornado Cash

+3 more

Gemini

1.Ledger

2.Trezor

3.Kraken

4.Coinbase

5.Railgun

+19 more

AI Overviews

1.Safe

2.Fireblocks

3.Krayon

4.Monero

5.Zcash

+5 more

“set up a private treasury for a crypto team what tools should we use”

0/4 platforms mentioned

Core

The High-Net-Worth Privacy Whale · Private Investor

ChatGPT

1.Ledger

2.Trezor

3.Gnosis Safe

4.Safe Apps

5.Safe Transaction Service

+42 more

Claude

1.Gnosis Safe

2.Ledger

3.Trezor

4.Multisig.build

5.Arbitrum

+10 more

Gemini

1.Safe

2.Gnosis Safe

3.Runtime Verification

4.Ackee Blockchain

5.Zodiac

+25 more

AI Overviews

1.Zengo Crypto Wallet

2.Fireblocks

3.Krayon Digital

4.Safe

5.Gnosis Safe

+15 more

“best way to hide multisig ownership so hackers don't target our team members”

0/4 platforms mentioned

Core

The High-Net-Worth Privacy Whale · Private Investor

ChatGPT

1.Gnosis Safe

2.Fireblocks

3.Qredo

4.Sepior

5.ZenGo

+9 more

Claude

1.Railgun

2.Curve

3.Tornado Cash

4.Aztec Protocol

5.Ledger

+8 more

Gemini

1.Safe

2.Fireblocks

3.Fordefi

4.Qredo

5.Fusion

+9 more

AI Overviews

1.Chainstack

2.Safe

3.Stealth Safe

4.BitGo

5.Trezor

+4 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.

Secure Multisig Best Practices | SEAL

frameworks.securityalliance.org

Web1 ref

Safe Wallet Review 2026: Pros, Cons, & Features - Milk Road

milkroad.com

Web1 ref

Protecting your DAO with multi-signature wallets - Traxa.io

medium.com

Blog1 ref

Which Crypto Hardware Wallet (Signer) Is Best in 2026? - Ledger

ledger.com

Web1 ref

Multisig Purpose Trusts - Walkers

walkersglobal.com

Web1 ref

Signers and Guardians for DAO Multi-Sig Wallets - DAObox

daobox.io

Web1 ref

Multisig Certification | Verifying Multisig Legitimacy. - DefiSafety

defisafety.com

Web1 ref

The Complete 2026 Privacy Cryptocurrency Guide

cryptohopper.com

Web1 ref

10 Steps to Set Up a Multi-Signature Wallet

krayondigital.com

Web1 ref

Multisig Wallets: Complete Guide 2024

krayondigital.com

Web1 ref

How to Store and Access Crypto Assets Safely: Complete 2026 Guide

zipmex.com

Social1 ref

ZEC vs XMR: Which Privacy Coin Is Better in 2026? - Marketcapof Blog

marketcapof.com

Web1 ref

Zcash vs Monero: Which Privacy Coin Is Right for You?

gate.com

Web1 ref

argent.xyz

Web1 ref

particle.network

Web1 ref

Competitive Landscape

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

Gnosis Safe40 mentions

Safe32 mentions

Railgun30 mentions

Fireblocks29 mentions

Ledger27 mentions

Trezor25 mentions

Copper19 mentions

Tornado Cash16 mentions

Argent13 mentions

Monero11 mentions

zkShield0 mentions

Brand Identity

Brand Voice & Style

How AI perceives zkShield's communication style and personality

zkShield communicates with a bold, rebellious confidence that challenges the status quo of transparent blockchains. The voice is technically credible yet accessible, speaking directly to crypto-native audiences who understand the stakes. There's an empowering, almost manifesto-like quality to the messaging - promising freedom and control back to users. The tone balances serious security concerns with an optimistic vision of what crypto can become when privacy is solved.

Core Tone Traits

Bold & Revolutionary

Challenges existing norms with confident statements like 'no more' and 'realize the promise of crypto'

Technically Credible

References ERC-4337, multisigs, and keys to establish expertise without being overly complex

Empowering & Direct

Speaks directly to users about control and ownership - 'you're in control', 'make your own rules'

Privacy-First Advocate

Positions privacy as a fundamental right and necessity, not just a feature

Backing

Investors

Orange 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 2, 2026.