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

Glider

Visibility8

Vibe81

Businesses/Financial Technology/Glider

AI Visibility & Sentiment

Glider

Glider is a DeFi platform that automates crypto portfolio management, eliminating the complexity of managing digital assets across multiple chains. The platform provides non-custodial infrastructure allowing users to build, automate, and rebalance portfolios with precision while maintaining full control of their assets.

Active Monitoring

glider.fi

Financial Technology Startups

AI Visibility Score

8/100

Invisible

Sentiment Score

81/100

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Glider today.

Glider is currently operating in the shadows of the AI landscape, suffering from a complete absence across ChatGPT, Claude, and Gemini despite showing a foundational pulse in Google's AI Overviews. While Systematic Crypto Quantitative Traders are beginning to see Glider in search-based AI results, the brand is being systematically outpaced by established players like 3Commas and Aave who dominate the conversational narrative.

Working in your favor

Emerging presence in AI Overviews with a 27% mention rate, specifically surfacing for automated portfolio management queries on Solana and ETH.

Resonance with the Systematic Crypto Quantitative Trader persona, achieving a 22% mention rate and an impressive average position of 6.0.

Positive sentiment during brand-specific 'vibe checks' on Claude and Gemini, indicating that when the models do find Glider, the reporting is favorable.

Gaps to close

Zero visibility across ChatGPT, Claude, and Gemini for all category-intent queries, leaving the brand out of the conversation during the critical research phase.

Complete failure to capture the 'Security-First Non-Custodial Advocate' persona, which is a critical miss for a DeFi infrastructure provider.

Missing entirely from high-intent queries regarding non-custodial smart wallets and predictive market tools, where competitors like Gnosis Safe and Coinrule are entrenched.

Opportunities

Leverage existing AI Overview rankings for 'automated crypto portfolio management' to create more structured data and technical whitepapers that LLMs can ingest.

Pivot content strategy to focus on the 'Non-Custodial' and 'Security' keywords to bridge the gap with the currently unreached Security-First persona.

Aggressively target inclusion in 'Top DeFi Tools' listicles and comparison articles to trigger the citation engines used by ChatGPT and Claude.

Highest-Impact Actions

Implement a technical documentation overhaul focused on LLM-readability.

Glider is currently 'invisible' to conversational models; structuring technical docs for easy LLM ingestion is the fastest way to move from 0% to a consistent mention rate.

Execute a targeted PR and backlink campaign focusing on 'Non-Custodial' authority.

The 0% visibility for security-focused personas suggests a lack of authoritative third-party mentions connecting Glider to non-custodial security, a gap competitors are exploiting.

Optimize existing content specifically for 'Predictive Market Tools' and 'Real-Time Reactions' queries.

The brand is currently being excluded from these high-value quantitative trading queries where it should naturally lead, given its 22% resonance with the Systematic Trader persona.

Value Proposition

A seamless layer between your conviction and the market - automating portfolio management so users can build and rebalance crypto portfolios with precision while maintaining non-custodial control

Overview

Mission

To eliminate the complexities of DeFi portfolio management, giving users control, clarity, and speed to design and manage automated portfolios without compromise

Products & Services

Automated portfolio rebalancingNon-custodial smart wallet infrastructureMulti-chain asset allocationReal-time market reaction toolsPredictive market capabilities

Current State

Visibility Landscape

A high-level view of how Glider 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	70	94	97	70
“What do you know about Glider? What do they do and what's their reputation?”	Yes	#2	#1	Yes
Core6q Product/service category queries	0	0	0	40
“how can i automate my crypto portfolio across solana and ethereum without giving up my private keys”	—	No	No	#2
“recommend some non-custodial smart wallets that support automated trading and rebalancing”	—	No	No	No
“set up a system that automatically trades my crypto based on market volatility, what specific apps do this”	No	No	No	No
“best reviewed defi portfolio managers that don't take custody of your coins”	No	No	No	No
“what's the best way to auto-rebalance my defi tokens when the market moves fast”	—	No	No	#7
“help me build a strategy for passive crypto investing that handles cross-chain allocation for me”	—	No	No	No
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

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

Yes

“how can i automate my crypto portfolio across solana and ethereum without giving up my private keys”

—

“recommend some non-custodial smart wallets that support automated trading and rebalancing”

—

“set up a system that automatically trades my crypto based on market volatility, what specific apps do this”

“best reviewed defi portfolio managers that don't take custody of your coins”

“what's the best way to auto-rebalance my defi tokens when the market moves fast”

—

“help me build a strategy for passive crypto investing that handles cross-chain allocation for me”

—

Competitive Landscape

3Commas

19 mentions

Aave

13 mentions

Yearn Finance

13 mentions

Gnosis Safe

12 mentions

Ledger

12 mentions

Ethereum

12 mentions

Balancer

10 mentions

Coinrule

9 mentions

Uniswap

9 mentions

Lido

8 mentions

Glider

4 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Emerging presence in AI Overviews with a 27% mention rate, specifically surfacing for automated portfolio management queries on Solana and ETH.

Strength

Resonance with the Systematic Crypto Quantitative Trader persona, achieving a 22% mention rate and an impressive average position of 6.0.

Strength

Positive sentiment during brand-specific 'vibe checks' on Claude and Gemini, indicating that when the models do find Glider, the reporting is favorable.

Recommended Actions

Implement a technical documentation overhaul focused on LLM-readability.

Glider is currently 'invisible' to conversational models; structuring technical docs for easy LLM ingestion is the fastest way to move from 0% to a consistent mention rate.

Execute a targeted PR and backlink campaign focusing on 'Non-Custodial' authority.

The 0% visibility for security-focused personas suggests a lack of authoritative third-party mentions connecting Glider to non-custodial security, a gap competitors are exploiting.

Optimize existing content specifically for 'Predictive Market Tools' and 'Real-Time Reactions' queries.

The brand is currently being excluded from these high-value quantitative trading queries where it should naturally lead, given its 22% resonance with the Systematic Trader persona.

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

Automated Crypto Portfolio Management(3 queries)

“how can i automate my crypto portfolio across solana and ethereum without giving up my private keys”

1/3 platforms mentioned

Core

Claude

1.Uniswap v3

2.Orca

3.Aave

4.CoW

5.MEV-Blocker

+11 more

Gemini

1.Ethereum

2.Solana

3.Uniswap V3

4.Sushiswap

5.Balancer

+22 more

AI Overviews

1.Solana

2.Ethereum

3.Ledger

4.Block Magnates

5.Enzyme Finance

11.Glider

+13 more

“what's the best way to auto-rebalance my defi tokens when the market moves fast”

0/3 platforms mentioned

Core

The Yield-Optimizing DeFi Native · Liquidity Provider & DeFi Strategist

Claude

1.Uniswap

2.Gelato Network

3.Set Protocol

4.Indexcoop

5.Aave Automation

+7 more

Gemini

1.Beefy Finance

2.Yearn Finance

3.Set Protocol

4.0x Protocol

5.ParaSwap

+4 more

AI Overviews

1.Index Coop

2.Sommelier Finance

3.Kamino Finance

4.3Commas

5.Coinrule

+2 more

“help me build a strategy for passive crypto investing that handles cross-chain allocation for me”

0/3 platforms mentioned

Core

The Yield-Optimizing DeFi Native · Liquidity Provider & DeFi Strategist

Claude

1.Paraswap

2.1inch Fusion

3.Connext

4.Across Protocol

5.Balancer

+11 more

Gemini

1.Yearn Finance

2.Beefy Finance

3.Alpaca Finance

4.Aave

5.Compound

+5 more

AI Overviews

1.Ethereum

2.Solana

3.Beefy Finance

4.BNB Chain

5.Polygon

+13 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.

What Is Enzyme (MLN) And How Does It Work?

coinmarketcap.com

Glider

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Financial Technology

Start gettingrecommended by AI.

Frequently asked questions

Glider

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Financial Technology

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.