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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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 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

Summary

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.

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

Agent Breakdown

AI Platforms

How often do different AI platforms reference B3OS?

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Conversation Analysis

Key Topics

What conversations is B3OS included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend B3OS 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

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

Brand Perception

What AI Really Thinks

We asked each AI platform directly about B3OS 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

3Neutral

1Negative

across 4 responses

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

ChatGPT

Neutral

“…B3OS is the operating-layer / infrastructure piece of the B3 ecosystem…”

Claude

Negative

“…I don't have specific information about B3OS in my training data.…”

Gemini

Neutral

“…B3OS is an automation platform for cross-chain workflows.…”

AI Overviews

Neutral

“…B3OS is a specialized operating system product recently announced by B3 Systems (also known as B3.fun), an AI-native industrial intelligence company.…”

Analysis

Key Insights

What AI visibility analysis reveals about this brand

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.

Technical Health

Site Health for AI Visibility

How well B3OS's website is optimized for AI agent discovery and comprehension.

88/100

17 passed 4 warnings 1 issues

Audited 3/25/2026

Crawlability96

Can AI bots find your pages?

Technical90

SSL, mobile, doctype basics

On-Page SEO87

Titles, descriptions, headings

Content Quality60

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG100

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Critical Issues

Content is too thin

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

Warnings

7 render-blocking resources are slowing initial render

Defer non-critical JS with async/defer. Inline critical CSS. Move stylesheets to load asynchronously.

Page has 2 H1 tags. Best practice is one.

Use a single H1 for the main heading, and H2-H6 for subheadings.

H3 used without H2 — heading levels are skipped

Use headings in order (H1 → H2 → H3). Don't skip levels.

Want a full technical audit with AI-specific recommendations?

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Brand Identity

Brand Voice & Style

How AI perceives B3OS's communication style and personality

B3OS communicates with a high-performance, technical, and reliable persona. It positions itself as the 'operating system' for blockchain, using precise, authoritative language that appeals to builders and power users. The tone is direct and efficiency-focused, emphasizing technical superiority, deterministic outcomes, and security, while maintaining a helpful, 'developer-first' accessibility.

Core Tone Traits

Authoritative & Expert

Positions the brand as the definitive source for reliable blockchain infrastructure.

Precision-Oriented

Focuses on deterministic execution, accuracy, and 'no black box' transparency.

Developer-First

Speaks the language of builders, focusing on nodes, workflows, and technical integrations.

Efficiency-Driven

Emphasizes saving time, automating operations, and scaling without friction.

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of B3OS

Tenderly21 mentions

Gelato Network19 mentions

Chainlink18 mentions

Gelato18 mentions

OpenZeppelin Defender18 mentions

Fireblocks17 mentions

Alchemy15 mentions

Foundry15 mentions

QuickNode13 mentions

Hardhat13 mentions

B3OS0 mentions

Source Intelligence

Citations

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

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

https://fintechreview.net/how-to-automate-yield-farming/

Referenced in 1 query

Review

Best Yield Aggregators on Ethereum Blockchain - CaptainAltcoin

https://captainaltcoin.com/yield-aggregators-on-ethereum/

Referenced in 1 query

Review

7 Best DeFi Yield Aggregators in 2026 | CoinCodex

https://coincodex.com/article/37867/best-defi-yield-aggregators/

Referenced in 1 query

Pitch Story

Ethereum Yield Farming Development Services | Maximize Your Returns

https://www.rapidinnovation.io/service-page-new/ethereum-yield-farming-development-services

Referenced in 1 query

Review

DeFi Yield Farming Automation Automation | Workflow Solutions by Autonoly | AI Agent Automation | Intelligent DeFi Yield Farming Automation Solutions

https://www.autonoly.com/use-cases/defi-yield-farming-automation

Referenced in 1 query

Review

Top 10 DeFi Yield Farming Platforms in 2026

https://www.quicknode.com/builders-guide/best/top-10-defi-yield-farming-platforms

Referenced in 1 query

Review

Top Yield Farms in 2026

https://slashdot.org/software/yield-farms/

Referenced in 1 query

Review

Top Yield Farming Tools & Platforms in 2026 | DeFi Guide

https://wundertrading.com/journal/en/learn/article/best-yield-farming-tools

Referenced in 1 query

Review

List of 24 DeFi Yield Aggregators on Ethereum (2025)

https://www.alchemy.com/dapps/list-of/defi-yield-aggregators-on-ethereum

Referenced in 1 query

Review

Yield Aggregator - Faisal Khan

https://faisalkhan.com/knowledge-center/payments-wiki/y/yield-aggregator/

Referenced in 1 query

Review

alchemy.com

https://www.alchemy.com/dapps/best/defi-yield-aggregators

Referenced in 1 query

Review

block3finance.com

https://www.block3finance.com/best-yield-farming-strategies-for-2025

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 B3OS's resources to help users.

Establish Authority in Cross-Chain Automated Workflows

This goal addresses the lack of relevance AI models associate with B3OS regarding core infrastructure problems. By publishing deep-dive use cases on cross-chain infrastructure, we provide the data points AI needs to recommend B3OS for complex blockchain strategies. This positions the brand as a leader in enterprise-grade automation for sophisticated DeFi operations.

Why cross-chain yield optimization fails without deterministic execution and how to fix it

A technical breakdown of automating liquidity rebalancing across five EVM-compatible networks simultaneously

The hidden latency costs of manual cross-chain bridging and the ROI of automated infrastructure

How to build a fail-safe automated liquidation bot that operates across fragmented liquidity pools

Create a Vetted Infrastructure Evaluation Framework

Developers currently lack clear criteria for evaluating decentralized automation engines, leading them to stick with incumbents. This goal provides a structured framework that AI assistants can cite when users ask how to vet blockchain infrastructure. It establishes B3OS as the benchmark for security and modularity in the automation space.

The 7-point security checklist every developer needs before deploying a decentralized automation engine

Why modularity is the most overlooked factor when evaluating enterprise-grade blockchain operating systems

Comparing centralized vs. decentralized automation: what reliability metrics actually matter for high-stakes trading

A developer's guide to auditing the smart contract logic behind automated workflow execution engines

Build AI-Citable Technical Comparison Content

AI models rely on objective comparisons to suggest alternatives to manual coding or legacy stacks. This goal focuses on creating structured, data-heavy content comparing B3OS to traditional tooling like Gelato or custom scripts. By providing clear technical differentiators, B3OS becomes the obvious choice in LLM-generated recommendations.

B3OS vs. Custom Solidity: A side-by-side comparison of development time and maintenance overhead

Why manual smart contract coding is becoming a bottleneck for scaling cross-chain DeFi protocols

The architectural differences between B3OS and Gelato for complex, multi-step automated workflows

Quantifying the security risks of custom-built automation scripts versus using a vetted modular OS

Content Engineering

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.

Impact: High

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.

Impact: High

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.

Impact: Medium

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Data generated by Pendium.ai AI visibility scanning. Last scanned March 25, 2026.

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