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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Armadin

Visibility15

Vibe93

Businesses/Cybersecurity/Armadin

AI Visibility & Sentiment

Armadin

Armadin is an AI-native cybersecurity firm that utilizes autonomous agentic swarms to perform machine-speed offensive security testing. By simulating the tactics of modern AI-driven adversaries, the company helps large enterprises and government entities identify and remediate exploitable risks before they are compromised.

Active Monitoring

armadin.com

Cybersecurity

AI Visibility Score

15/100

Invisible

Sentiment Score

93/100

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

Armadin maintains a strong identity in factual brand searches, yet it is currently absent from the high-intent discovery conversations where critical enterprise security decisions are made. While the brand captures the top position when specifically queried by name, competitors like NodeZero and Mindgard are effectively capturing the market narrative across autonomous security and red teaming queries.

Value Proposition

Armadin weaponizes the attacker's perspective at machine speed, providing decision-grade proof of exploitable kill chains rather than mere theoretical vulnerability lists.

Overview

Mission

To prepare organizations for the speed and scale of AI-driven threats and protect democracy by ensuring Western superiority in cyberspace.

Products & Services

Agentic Attacker SwarmContinuous Red Teaming PlatformDecision-Grade Remediation GuidanceArmadin Red Team Consulting

Agent Breakdown

AI Platforms

How often do different AI platforms reference Armadin?

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Conversation Analysis

Key Topics

What conversations is Armadin included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Armadin 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

Autonomous Red Teaming & Offensive Security Selection(10 queries)

“what are the best agentic platforms for running continuous red teaming simulations”

0/4 platforms mentioned

Core

ChatGPT

1.Horizon3.ai NodeZero

2.Akto Agentic Red Teaming

3.Lasso Agentic Purple Teaming

4.MITRE CALDERA

5.Cymulate

+7 more

Claude

1.Adversa AI

2.SPLX

3.Agentic Radar

4.TrojAI Detect

5.Palo Alto Networks

+7 more

Gemini

1.HiddenLayer AutoRTAI

2.Mindgard

3.Giskard

4.Splx AI

5.Woodpecker

+9 more

AI Overviews

1.Mindgard

2.Giskard

3.Straiker

4.Ascend AI

5.Azure AI Red Teaming Agent

+8 more

“what are the best agentic platforms for running continuous red teaming simulations”

0/4 platforms mentioned

Core

ChatGPT

1.MITRE CALDERA

2.AttackIQ Platform

3.XM Cyber

4.Cypress-Cymulate

5.SafeBreach

+4 more

Claude

1.Straiker Ascend AI

2.Adversa AI

3.Mindgard

4.TrojAI Detect

5.Pillar

+1 more

Gemini

1.Mindgard

2.Pentest Copilot

3.Microsoft Foundry

4.PyRIT

5.FireCompass

+6 more

AI Overviews

1.Deepwatch

2.Mindgard

3.Straiker

4.Ascend AI

5.Giskard

+7 more

“what are the best agentic platforms for running continuous red teaming simulations”

1/4 platforms mentioned

Core

ChatGPT

1.Giskard

2.Adversa AI

3.Lasso

4.Calypso AI

5.Akto

+7 more

Claude

1.Adversa AI

2.Mindgard

3.Straiker Ascend AI

4.Lasso Security

5.PyRIT

+3 more

Gemini

1.FireCompass

2.FourCore ATTACK

3.Pentera

4.Vertex AI

5.Microsoft Foundry

+6 more

AI Overviews

1.Mindgard

2.Giskard

3.Azure AI Foundry

4.Armadin

5.HiddenLayer

+5 more

“what are the best agentic platforms for running continuous red teaming simulations”

0/4 platforms mentioned

Core

ChatGPT

1.MITRE Caldera

2.AttackIQ Adversary Emulation Platform

3.SafeBreach

4.Cymulate

5.SentinelOne

+2 more

Claude

1.Straiker Ascend AI

2.Lasso Security

3.Mindgard

4.Adversa AI

5.TrojAI Detect

+6 more

Gemini

1.FireCompass

2.Cymulate

3.FourCore ATTACK

4.Vertex AI

5.Mindgard

+6 more

AI Overviews

1.Mindgard

2.Mend.io

3.HiddenLayer

4.Giskard

5.Patronus AI

+6 more

“compare autonomous attacker swarm tools vs traditional pentesting for a global network”

0/4 platforms mentioned

Core

ChatGPT

1.YesWeHack

2.CrowdStrike

3.Kindo

4.Microsoft PyRIT

5.F5

+2 more

Claude

1.Ares

2.Terra Security

3.NodeZero

Gemini

1.Picus Security

2.AttackIQ

3.Simulate

4.Rapid7

5.Mandiant

AI Overviews

1.CBIZ Pivot Point Security

2.Horizon3.ai

3.NodeZero

4.ARTEMIS

5.Petronella Technology Group, Inc.

+1 more

“compare autonomous attacker swarm tools vs traditional pentesting for a global network”

1/4 platforms mentioned

Core

ChatGPT

1.MITRE Caldera

2.RedSwarmAI

3.AttackMate

4.AEGIS

5.SafeBreach

+7 more

Claude

1.Terra Security

2.XBOW

3.NodeZero

4.Horizon3

5.Terra Portal

Gemini

1.Armadin

2.Terra Portal

3.Terra Security

AI Overviews

1.CyCognito

2.Kiteworks

3.Horizon3.ai

4.NodeZero

5.Capture The Bug

+1 more

“compare autonomous attacker swarm tools vs traditional pentesting for a global network”

1/4 platforms mentioned

Core

ChatGPT

1.MITRE ATT&CK

2.Caldera

3.AttackIQ

4.SafeBreach

5.Cymulate

+11 more

Claude

1.Terra Security

2.XBOW

3.NodeZero

4.Horizon3.ai

Gemini

1.Armadin

2.Horizon3.ai

3.NodeZero

4.Terra Security

5.Terra Portal

AI Overviews

1.NodeZero

2.Pentera

3.Kiteworks

4.Horizon3.ai

5.Edgescan

+2 more

“recommend security platforms that actually provide actionable remediation guidance rather than just long vulnerability lists”

0/4 platforms mentioned

Core

ChatGPT

1.Cisco Vulnerability Management

2.Kenna.VM

3.Lacework Smart Fix

4.XM Cyber Continuous Exposure Management

5.ServiceNow

+11 more

Claude

1.Cogent Security

2.Nucleus Security

3.Armis Centrix for VIPR Pro

4.Tenable One

Gemini

1.Cyrisma

2.Cymulate

3.Vicarius

4.Torq

5.Legit Security

+11 more

AI Overviews

1.Rapid7 InsightVM

2.Jira

3.ServiceNow

4.Qualys VMDR

5.Wiz

+5 more

“recommend security platforms that actually provide actionable remediation guidance rather than just long vulnerability lists”

0/4 platforms mentioned

Core

ChatGPT

1.AttackIQ Enterprise

2.SafeBreach Platform

3.Cymulate Exposure Management

4.Picus Security

5.Brinqa

+5 more

Claude

1.Rapid7 InsightVM

2.Jira

3.Tenable Nessus

4.Qualys VMDR

5.Wiz

+7 more

Gemini

1.Picus Security Validation Platform

2.Cymulate Exposure Validation Platform

3.SafeBreach Platform

4.Palo Alto Networks

5.Cortex XSOAR

+11 more

AI Overviews

1.Rapid7 InsightVM

2.Jira

3.ServiceNow

4.Qualys VMDR

5.Tenable One

+6 more

“recommend security platforms that actually provide actionable remediation guidance rather than just long vulnerability lists”

0/4 platforms mentioned

Core

ChatGPT

1.Qualys VMDR

2.Tenable

3.Rapid7 InsightVM

4.Cisco Vulnerability Management

5.Kenna Security

+9 more

Claude

1.Tenable

2.Tenable One

3.Qualys VMDR

4.Microsoft Defender Vulnerability Management

5.Ivanti Neurons for RBVM

+2 more

Gemini

1.ConnectSecure

2.SearchInform

3.Tenable Nessus

4.Microsoft Defender Vulnerability Management

5.Holm Security Next-Gen Vulnerability Management

+6 more

AI Overviews

1.Qualys

2.Snyk

3.Tenable

4.Rapid7

5.Jira

+5 more

Cybersecurity Provider Trust And Evaluation(3 queries)

“what should i look for when vetting a new security vendor for a large enterprise infrastructure”

0/4 platforms mentioned

Adjacent

ChatGPT

No brands listed

Claude

1.Gartner

2.Forrester

3.G2

Gemini

No brands listed

AI Overviews

1.UpGuard

2.Obsidian Security

3.auditboard.com

4.AccountableHQ

“what should i look for when vetting a new security vendor for a large enterprise infrastructure”

0/4 platforms mentioned

Adjacent

ChatGPT

1.AttackIQ

2.SafeBreach

3.Cymulate

4.XM Cyber

5.Picus Security

Claude

No brands listed

Gemini

No brands listed

AI Overviews

1.SecurityScorecard

2.Obsidian Security

3.Ncontracts

4.Meriplex

5.UpGuard

“what should i look for when vetting a new security vendor for a large enterprise infrastructure”

0/4 platforms mentioned

Adjacent

ChatGPT

1.Splunk

2.QRadar

3.ServiceNow

4.Palo Alto Networks

5.Defender

+16 more

Claude

No brands listed

Gemini

No brands listed

AI Overviews

1.CrowdStrike

2.Obsidian Security

3.SecurityScorecard

4.Bitsight

5.360 Advanced

+4 more

Advanced Threat Mitigation And Digital Sovereignty(2 queries)

“best enterprise platforms for mitigating risks from ai-driven cyber threats”

0/3 platforms mentioned

Aspirational

Claude

1.Palo Alto Networks Cortex XDR

2.SentinelOne Singularity AI SIEM

3.Vectra AI

4.Cisco AI Defense

5.Varonis AI Shield

+4 more

Gemini

1.CrowdStrike Falcon Platform

2.Darktrace ActiveAI Security Platform

3.IBM Security QRadar Suite

4.Microsoft Sentinel

5.Microsoft Defender for Cloud

+11 more

AI Overviews

1.Radiant Security

2.CrowdStrike Falcon

3.Charlotte AI

4.SentinelOne Singularity

5.Purple AI

+13 more

“best enterprise platforms for mitigating risks from ai-driven cyber threats”

0/4 platforms mentioned

Aspirational

ChatGPT

1.CrowdStrike Falcon AI Detection and Response

2.Microsoft Defender XDR

3.Security Copilot

4.Palo Alto Networks Cortex

5.Cortex XSOAR

+10 more

Claude

1.Palo Alto Networks Cortex XDR

2.SentinelOne Singularity

3.Purple AI

4.Check Point Infinity

5.ThreatCloud AI

+8 more

Gemini

1.Microsoft Security Copilot

2.Sentinel

3.Defender

4.Intune

5.Knostic

+21 more

AI Overviews

1.AccuKnox

2.AccuKnox AI-SPM

3.Cycode

4.Knostic

5.Microsoft Copilot

+13 more

Brand Perception

What AI Really Thinks

We asked each AI platform directly about Armadin 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.

3Positive

1Neutral

0Negative

across 4 responses

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

ChatGPT

Neutral

“…Armadin is a California-based cybersecurity startup founded by Kevin Mandia and colleagues.…”

Claude

Positive

“…Armadin is an AI-native cybersecurity company building the ultimate attacker.…”

Gemini

Positive

“…Armadin is a cybersecurity startup founded by Kevin Mandia…”

AI Overviews

Positive

“…Armadin is an AI-native cybersecurity company that officially launched from stealth in March 2026.…”

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

Authoritative presence in direct 'brand vibe' queries across all major platforms (ChatGPT, Claude, Gemini, AIOverviews)

Strength

Strong relevance for The Federal Procurement Lead persona, securing the top position in highly specific evaluation queries

Strength

Proven capability to capture the #1 position in autonomous security competitive comparisons on Gemini

Gap

Total absence in the foundational enterprise vetting process for security vendors

Gap

Lack of visibility into 'agentic' security discussions, where competitors are currently defining the category

Gap

Failure to reach The Strategic CISO persona during high-level threat mitigation planning

Opportunity

Dominate the 'autonomous attacker swarm' narrative by syndicating technical comparisons that mirror the query patterns currently favoring Gemini

Opportunity

Develop thought leadership content focused on AI-driven risk mitigation to capture enterprise interest in emerging threat surfaces

Opportunity

Expand tactical footprint in ChatGPT and Claude by establishing presence in 'best-of' lists for continuous security validation

Technical Health

Site Health for AI Visibility

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

92/100

18 passed 3 warnings

Audited 3/13/2026

Crawlability86

Can AI bots find your pages?

Technical96

SSL, mobile, doctype basics

On-Page SEO93

Titles, descriptions, headings

Content Quality87

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

Warnings

2 render-blocking resource(s) detected

Consider deferring or async-loading non-critical scripts and stylesheets.

Page has 3 H1 tags. Best practice is one.

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

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan

Brand Identity

Brand Voice & Style

How AI perceives Armadin's communication style and personality

Armadin communicates with a tone that is urgent, authoritative, and deeply technical, reflecting its position at the bleeding edge of AI-driven cybersecurity. The brand speaks directly to high-stakes decision-makers, balancing a sense of impending threat with the calm, unwavering confidence of industry veterans. Its language is precise, action-oriented, and designed to cut through the noise of traditional security marketing to emphasize speed, scale, and human-led ingenuity.

Core Tone Traits

Authoritative & Expert

Positions the brand as the definitive voice on AI-driven threats, backed by deep industry experience.

Urgent & Direct

Uses high-impact, concise language to underscore the reality of machine-speed attacks.

Confident & Reassuring

Provides a sense of control and safety in an increasingly complex and dangerous digital landscape.

Sophisticated & Modern

Reflects the advanced, agentic AI nature of the platform through clean, professional, and forward-thinking terminology.

Competitive Landscape

Related Ecosystem

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

Mindgard13 mentions

Cymulate10 mentions

SafeBreach9 mentions

Qualys VMDR9 mentions

AttackIQ8 mentions

Giskard7 mentions

PyRIT7 mentions

NodeZero7 mentions

Rapid7 InsightVM7 mentions

Palo Alto Networks6 mentions

Armadin3 mentions

Source Intelligence

Citations

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

carahsoft.com

https://www.carahsoft.com/horizon3ai

Referenced in 1 query

Review

akto.io

https://www.akto.io/agentic-red-teaming

Referenced in 1 query

Review

lasso.security

https://www.lasso.security/solutions/lasso-agentic-purple-teaming

Referenced in 1 query

Review

caldera.mitre.org

https://caldera.mitre.org/

Referenced in 2 queries

Review

cymulate.com

https://cymulate.com/continuous-automated-red-teaming/

Referenced in 1 query

Review

cymulate.com

https://cymulate.com/blog/what-is-continuous-threat-exposure-management/

Referenced in 1 query

Review

safebreach.com

https://www.safebreach.com/blog/safebreach-2025-year-in-review/

Referenced in 1 query

Review

xmcyber.com

https://xmcyber.com/wp-content/uploads/2025/04/XM-Cyber-CEM-Platform.pdf

Referenced in 1 query

Review

attackiq.com

https://www.attackiq.com/blueprints/automated-security-validation/

Referenced in 1 query

Review

pentera.io

https://pentera.io/platform/

Referenced in 1 query

Review

en.wikipedia.org

https://en.wikipedia.org/wiki/Picus_Security

Referenced in 1 query

Review

arxiv.org

https://arxiv.org/abs/2503.15754

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 Armadin's resources to help users.

Capture Market Share for Autonomous Red Teaming Keywords

This goal addresses the brand-specific visibility gap by shifting focus toward category-level authority in autonomous red teaming. We will execute a technical content sprint to ensure AI assistants categorize Armadin as the primary solution for automated offensive security. High-frequency keywords will be integrated into technical guides to improve discovery in AI-driven search contexts.

Comprehensive Guide to Implementing Autonomous Red Teaming in Global Enterprise Environments

Comparing Human-Led vs. Autonomous Red Teaming for Machine-Speed Risk Identification

Why Traditional Red Teaming Fails to Stop Modern AI-Driven Adversaries

Technical Blueprint: Scaling Offensive Security with Autonomous Agentic Swarms

Convert Strategic CISOs with Evidence-Based AI Case Studies

This goal targets the critical CISO conversion point by syndicating case studies that demonstrate tangible risk reduction for large-scale enterprises. By providing high-signal proof of value, we ensure LLMs recommend Armadin during the enterprise procurement research phase. These studies will emphasize decision-grade proof of exploitable kill chains rather than theoretical lists.

How a Fortune 100 Financial Firm Reduced Remediation Time Using Autonomous Security

The CISO Playbook for Justifying AI-Native Offensive Security Budgets

Real-World Results: Identifying Exploitable Kill Chains at Machine Speed

Measuring the ROI of Autonomous Red Teaming in Federal Defense Environments

Optimize Technical Footprint for Agentic Security Discovery

This goal improves visibility in broader industry discussions by optimizing documentation for 'Agentic Security' and 'AI-driven threat mitigation' contexts. We will create structured technical content that AI recommendation engines use to define these emerging security categories. This ensures Armadin is presented as the definitive solution for modern, complex security environments.

Defining Agentic Security: The Next Frontier of AI-Driven Threat Mitigation

How Agentic Swarms Outpace Traditional Security Automation in Complex Infrastructures

A Technical Deep Dive into AI-Driven Threat Mitigation Strategies for 2026

Why Agentic Security is Essential for Protecting Distributed Cloud Environments

Content Engineering

Recommended Actions

Execute a technical content sprint targeting 'Autonomous Red Teaming' keywords.

Competitors are successfully occupying the top spots for these queries; Armadin must shift from brand-specific relevance to category-level relevance to gain market share.

Impact: High

Develop and syndicate case studies tailored for the Strategic CISO persona.

The CISO persona is a critical conversion point that Armadin is currently failing to engage, creating a disconnect in the enterprise procurement funnel.

Impact: High

Optimize technical documentation for 'Agentic Security' and 'AI-driven threat mitigation' search contexts.

This addresses the current invisibility in broader industry discussions and ensures the brand is presented as a solution for modern, complex security environments.

Impact: Medium

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Data generated by Pendium.ai AI visibility scanning. Last scanned March 13, 2026.