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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B3OS

Visibility0

Vibe38

Businesses/Blockchain Infrastructure/B3OS

AI Visibility & Sentiment

B3OS

B3OS is an AI-powered automation platform designed to simplify cross-chain and on-chain workflows. It provides a modular operating system that allows users to build, schedule, and execute complex blockchain strategies, such as automated trading and yield optimization, without requiring extensive custom coding.

Active Monitoring

b3os.org

Blockchain Infrastructure

AI Visibility Score

0/100

Invisible

Sentiment Score

38/100

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe B3OS today.

B3OS is currently missing from the AI-driven consideration set for essential blockchain infrastructure queries, allowing competitors like Gelato and Tenderly to monopolize the narrative. While the brand maintains a digital footprint when explicitly queried, it has failed to embed itself into the technical decision-making workflows of developers and architects searching for automated infrastructure solutions.

Working in your favor

Brand recognition exists as a standalone entity when researchers explicitly name B3OS in search queries across all major platforms.

Gaps to close

Total absence from critical technical category queries including 'automated blockchain strategy', 'cross-chain swap scheduling', and 'decentralized automation evaluation'.

Failure to reach technical protocol architects and strategic growth leads at the point of solution discovery.

Complete lack of presence in comparative analyses where competitors like Gelato Network, Chainlink, and OpenZeppelin Defender are consistently surfaced.

Opportunities

Capitalize on the unmet need for 'easier alternatives to custom coding' by positioning B3OS as the primary no-code/low-code infrastructure layer.

Integrate B3OS narrative into technical documentation and developer discourse that addresses multi-chain liquidity management.

Execute an AI-optimization strategy targeted at the specific infrastructure problems faced by crypto-native operational teams.

Highest-Impact Actions

Execute a technical content injection campaign focusing on 'automated workflow' and 'cross-chain infrastructure' use cases.

AI models currently view B3OS as irrelevant to the core infrastructure problems where competitors are dominating the search results.

Develop a 'vetted infrastructure' content framework to directly target the query intent of developers looking to evaluate automation engines.

By addressing the criteria used by developers to vet decentralized automation, B3OS can displace incumbents like Gelato in search results.

Optimize technical documentation for LLM ingestion, focusing on developer-centric comparisons between B3OS and existing tooling stacks.

AI models rely heavily on objective comparisons; B3OS needs to be the 'obvious' alternative to manual smart contract coding in LLM responses.

Value Proposition

B3OS offers a purpose-built AI automation engine designed by crypto veterans that possesses deep, specialized knowledge of blockchain primitives, security, and multi-chain architecture, differentiating it from generic automation tools.

Overview

Mission

Architecting the onchain economy through B3OS, Labs, and Holdings.

Products & Services

B3OS Core EnginePolymarket Copy Trading BotUSDC Vault RotatorClanker Token Launch SniperAerodrome Swap AlertVisual Block BuilderAI CopilotSealed Sandboxed ContainersSelf-Healing Execution EngineReal-Time Command Log

Current State

Visibility Landscape

A high-level view of how B3OS performs across AI platforms, broken down by strategic priority level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Sentiment when asked about the brand directly	50	0	50	50
“What do you know about B3OS? What do they do and what's their reputation?”	Neutral	Negative	Neutral	Neutral
Core4q Product/service category queries	0	0	0	0
“what tools can i use to automate my yield farming strategies and rebalancing on ethereum”	—	No	No	No
“what are the most reliable automation engines for web3 developers right now besides chainlink and gelato”	No	No	No	No
“best platforms for setting up automated copy trading bots for polymarket or defi protocols”	—	No	No	No
“i need a way to schedule and execute cross-chain swaps automatically, what are my best options”	No	No	No	No
Growth Areas4q Adjacent, aspirational & visionary	0	0	0	0
“what kind of tech stack do crypto-native orgs use to manage treasury movements and routine on-chain operations”	No	No	No	No
“i need an easier alternative to custom coding smart contract automations, what dev-friendly infrastructure platforms should i look at”	—	No	No	No
“what should i look for when vetting a decentralized automation provider to make sure my smart contract strategies are secure”	No	No	No	No
“best enterprise-grade tools for managing multi-chain liquidity and vault rotations automatically”	—	No	No	No

“What do you know about B3OS? What do they do and what's their reputation?”

Neutral

Negative

Neutral

“what tools can i use to automate my yield farming strategies and rebalancing on ethereum”

—

“what are the most reliable automation engines for web3 developers right now besides chainlink and gelato”

“best platforms for setting up automated copy trading bots for polymarket or defi protocols”

—

“i need a way to schedule and execute cross-chain swaps automatically, what are my best options”

“what kind of tech stack do crypto-native orgs use to manage treasury movements and routine on-chain operations”

“i need an easier alternative to custom coding smart contract automations, what dev-friendly infrastructure platforms should i look at”

—

“what should i look for when vetting a decentralized automation provider to make sure my smart contract strategies are secure”

“best enterprise-grade tools for managing multi-chain liquidity and vault rotations automatically”

—

Competitive Landscape

Tenderly

21 mentions

Gelato Network

19 mentions

Chainlink

18 mentions

Gelato

18 mentions

OpenZeppelin Defender

18 mentions

Fireblocks

17 mentions

Alchemy

15 mentions

Foundry

15 mentions

QuickNode

13 mentions

Hardhat

13 mentions

B3OS

0 mentions

Analysis

Insights & Recommended Actions

What's working, what's not, and specific steps to improve B3OS's AI visibility.

Key Findings

Strength

Brand recognition exists as a standalone entity when researchers explicitly name B3OS in search queries across all major platforms.

Gap

Total absence from critical technical category queries including 'automated blockchain strategy', 'cross-chain swap scheduling', and 'decentralized automation evaluation'.

Gap

Failure to reach technical protocol architects and strategic growth leads at the point of solution discovery.

Recommended Actions

Execute a technical content injection campaign focusing on 'automated workflow' and 'cross-chain infrastructure' use cases.

AI models currently view B3OS as irrelevant to the core infrastructure problems where competitors are dominating the search results.

Develop a 'vetted infrastructure' content framework to directly target the query intent of developers looking to evaluate automation engines.

By addressing the criteria used by developers to vet decentralized automation, B3OS can displace incumbents like Gelato in search results.

Optimize technical documentation for LLM ingestion, focusing on developer-centric comparisons between B3OS and existing tooling stacks.

AI models rely heavily on objective comparisons; B3OS needs to be the 'obvious' alternative to manual smart contract coding in LLM responses.

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 Blockchain Strategy & Workflow Execution(3 queries)

“what tools can i use to automate my yield farming strategies and rebalancing on ethereum”

0/3 platforms mentioned

Core

Claude

1.Yearn Finance (yVaults)

2.Beefy Finance

3.Curve

4.Vesper

5.Idle Finance

+5 more

Gemini

1.Yearn Finance

2.Beefy Finance

3.Harvest Finance

4.Autofarm

5.Idle Finance

+11 more

AI Overviews

1.Yearn Finance

2.Aave

3.Compound

4.Beefy Finance

5.Convex Finance

+8 more

“best platforms for setting up automated copy trading bots for polymarket or defi protocols”

0/3 platforms mentioned

Core

The Technical Protocol Architect · Lead Smart Contract Engineer

Claude

1.Polymarket

2.PolyCopyTrade

3.Stand.trade

4.Polydupe

5.Polydex

+4 more

Gemini

1.Polymarket

2.CopyTrade.AI

3.Base

4.GoodCryptoX

5.Hummingbot

+8 more

AI Overviews

1.Polymarket (pylo SDK)

2.PolyCop

3.PolyGun

4.Stand

5.Polysnipes

+8 more

“i need a way to schedule and execute cross-chain swaps automatically, what are my best options”

0/4 platforms mentioned

Core

The Technical Protocol Architect · Lead Smart Contract Engineer

ChatGPT

1.Connext

2.Hop

3.Synapse

4.Gelato

5.THORChain

+15 more

Claude

1.LI.FI (Jumper)

2.Socket (Bungee)

3.Across Protocol

4.CoW Swap

5.Chainflip

+7 more

Gemini

1.CrossLink

2.CMSCEF

3.Chainlink Cross-Chain Interoperability Protocol (CCIP)

4.Axelar

5.LayerZero

+4 more

AI Overviews

1.Reactive Network

2.Eco Routes

3.Across Protocol

4.Symbiosis

5.Defiway

+1 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.

Automate Yield Farming: How To Do It? - Fintech Review

fintechreview.net

B3OS

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Blockchain Infrastructure

Start gettingrecommended by AI.

Frequently asked questions

B3OS

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Blockchain Infrastructure

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.