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.

Roadmap Pricing

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Coinshift

Visibility49

Vibe98

Businesses/Fintech & Blockchain Technology/Coinshift

AI Visibility & Sentiment

Coinshift

Coinshift is a decentralized treasury management platform that enables Web3 organizations, DAOs, and crypto businesses to manage their digital assets, payments, and accounting in one unified interface. Built on the Safe smart contract protocol, it allows teams to execute secure, multi-signature transactions while providing advanced financial insights and gas-efficient mass payouts.

Active Monitoring

coinshift.xyz

Fintech & Blockchain Technology Startups

AI Visibility Score

49/100

Moderate

Sentiment Score

98/100

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 Coinshift today.

Coinshift dominates the top-of-funnel brand discovery phase, capturing the top search position for intent-based brand inquiries, yet faces a critical visibility gap in the high-intent consideration stage for treasury management. While currently established as a trusted resource for DAO treasury managers, the brand remains largely absent from broader discussions regarding gas-efficient mass payouts and yield-generating digital asset strategies.

Working in your favor

Secured #1 ranking in both ChatGPT and Gemini for direct brand reputation queries

Strong performance in the core DAO Treasury management category, frequently appearing in the top 3-5 results

High visibility and favorable sentiment among the DAO Treasury Manager persona

Gaps to close

Near-total invisibility in the digital asset yield-generation space, a key adjacent market for financial controllers

Significant missed presence in technical operational queries regarding gas-efficient mass payouts

Underperformance in the Institutional Investor Consultant persona, which is critical for scaling market share

Opportunities

Leverage the existing authority in treasury management to anchor content around yield-based financial health

Expand content footprint to address the specific technical workflow pain points of mass payouts that currently favor competitors

Optimize search positioning for 'Web3 Startup Financial Controller' queries to capture the mid-market segment

Highest-Impact Actions

Develop comprehensive technical documentation and AI-optimized content around gas-efficient payouts.

Competitors are currently capturing high-intent operational queries where Coinshift is missing; addressing this will convert searchers looking for immediate solutions.

Create content hubs specifically tailored to institutional investor and startup financial controller personas.

The current data shows high-trust sentiment but low awareness among these segments; targeted persona-based content is required to bridge the visibility gap.

Integrate yield-management and stablecoin liquidity discussions into existing treasury platform messaging.

Adjacent category keywords are currently dominated by entities other than Coinshift; anchoring the brand in yield strategy will capture this high-value audience.

Value Proposition

Coinshift provides institutional-grade, non-custodial treasury management and yield-generation infrastructure. By bridging traditional private credit with DeFi through regulated, tokenized structured notes (iUSPC) and ERC-4626 vaults (csUSDL), Coinshift enables organizations to access liquid, composable, and compliant on-chain yield.

Overview

Mission

To increase the financial health of organizations.

Products & Services

Coinshift BusinessCoinshift PersonalcsUSDLTreasury Management DashboardiUSPC (Institutional US Private Credit)csUSDL (Yield-bearing ERC-4626 vault)

Current State

Visibility Landscape

A high-level view of how Coinshift 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	—
“What do you know about Coinshift? What do they do and what's their reputation?”	#1	—	#1	—
Core4q Product/service category queries	59	—	92	—
“what are the best platforms for managing a DAO treasury and multi-sig payouts”	#2	—	#2	—
“i need a dashboard to track my web3 startup assets and simplify my accounting across chains what should i use”	No	—	#3	—
“what are the most trusted treasury management platforms for web3 companies right now”	#2	—	#2	—
“i need to compare request finance and bitwave with other alternatives for my crypto business”	No	—	#4	—
Growth Areas5q Adjacent, aspirational & visionary	28	—	49	—
“what tools should i use for gas-efficient mass payouts for my team”	#12	—	No	—
“what should i look for when choosing a financial management provider for my crypto startup”	No	—	#5	—
“how can my business earn yield on stablecoins safely while keeping the capital accessible”	No	—	No	—
“recommend software that helps me manage personal crypto assets and business treasury in one place”	#9	—	#1	—
“what are the most reliable stablecoin-backed yield products for crypto treasuries”	No	—	No	—

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

—

“what are the best platforms for managing a DAO treasury and multi-sig payouts”

—

“i need a dashboard to track my web3 startup assets and simplify my accounting across chains what should i use”

—

“what are the most trusted treasury management platforms for web3 companies right now”

—

“i need to compare request finance and bitwave with other alternatives for my crypto business”

—

“what tools should i use for gas-efficient mass payouts for my team”

#12

—

“what should i look for when choosing a financial management provider for my crypto startup”

—

“how can my business earn yield on stablecoins safely while keeping the capital accessible”

—

“recommend software that helps me manage personal crypto assets and business treasury in one place”

—

“what are the most reliable stablecoin-backed yield products for crypto treasuries”

—

Competitive Landscape

Fireblocks

37 mentions

NetSuite

32 mentions

QuickBooks

32 mentions

Cryptio

30 mentions

Request Finance

28 mentions

Bitwave

28 mentions

Xero

26 mentions

Safe

22 mentions

Coinshift

21 mentions

Aave

19 mentions

Anchorage Digital

13 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Secured #1 ranking in both ChatGPT and Gemini for direct brand reputation queries

Strength

Strong performance in the core DAO Treasury management category, frequently appearing in the top 3-5 results

Strength

High visibility and favorable sentiment among the DAO Treasury Manager persona

Recommended Actions

Develop comprehensive technical documentation and AI-optimized content around gas-efficient payouts.

Competitors are currently capturing high-intent operational queries where Coinshift is missing; addressing this will convert searchers looking for immediate solutions.

Create content hubs specifically tailored to institutional investor and startup financial controller personas.

The current data shows high-trust sentiment but low awareness among these segments; targeted persona-based content is required to bridge the visibility gap.

Integrate yield-management and stablecoin liquidity discussions into existing treasury platform messaging.

Adjacent category keywords are currently dominated by entities other than Coinshift; anchoring the brand in yield strategy will capture this high-value audience.

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

Treasury & Asset Management Solutions(3 queries)

“what are the best platforms for managing a DAO treasury and multi-sig payouts”

1/2 platforms mentioned

Core

ChatGPT

1.Safe

2.Coinshift

3.Loop Crypto

4.Qredo

5.Anchorage Digital

+5 more

Gemini

1.Safe (Gnosis Safe)

2.Uniswap

3.ENS

4.Squads (Squads Terminal)

5.Vultisig

+13 more

“i need a dashboard to track my web3 startup assets and simplify my accounting across chains what should i use”

1/2 platforms mentioned

Core

ChatGPT

1.QuickBooks (QuickBooks Online)

2.Xero

3.NetSuite

4.TRES Finance

5.Kryptos

+6 more

Gemini

1.Safe (Gnosis Safe)

2.Squads

3.Coinshift

4.Rise

5.Request Finance

+11 more

“what tools should i use for gas-efficient mass payouts for my team”

0/2 platforms mentioned

Adjacent

ChatGPT

1.Safe (Gnosis Safe, MultiSend)

2.Gnosis Chain

3.Arbitrum

4.Optimism

5.Base

+4 more

Gemini

1.LlamaPay

2.Sablier

3.Superfluid

4.Disperse.app

5.OneClickSender

+7 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.

Top 12 Crypto Treasury Management Firms

quantmatter.com

Coinshift

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Coinshift

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.