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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Armadin

Visibility29

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 Startups

AI Visibility Score

29/100

Low

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

Key Takeaways

How AI platforms collectively perceive and describe Armadin today.

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

Current State

Visibility Landscape

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

	Gemini	AI Overviews
Reputation Brand recognition & direct queries	41	25
Core Topics Product/service category queries	0	0
Growth Areas Adjacent, aspirational & visionary	0	0

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

Growth Areas

Adjacent, aspirational & visionary

Competitive Landscape

Mindgard

13 mentions

Cymulate

10 mentions

SafeBreach

9 mentions

Qualys VMDR

9 mentions

AttackIQ

8 mentions

Giskard

7 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

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

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.

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.

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.

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

Autonomous Red Teaming & Offensive Security Selection(3 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

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

0/4 platforms mentioned

Core

The Strategic CISO · Buyer

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

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

0/4 platforms mentioned

Core

The Strategic CISO · Buyer

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

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.

Horizon3ai

carahsoft.com

Web1 ref

Agentic Red Teaming

akto.io

Web1 ref

Lasso Agentic Purple Teaming

lasso.security

Web1 ref

caldera.mitre.org

Web1 ref

Continuous Automated Red Teaming

cymulate.com

Web1 ref

What Is Continuous Threat Exposure Management

cymulate.com

Web1 ref

Safebreach 2025 Year In Review

safebreach.com

Web1 ref

XM Cyber CEM Platform.Pdf

xmcyber.com

Web1 ref

Automated Security Validation

attackiq.com

Web1 ref

Platform

pentera.io

Web1 ref

Picus Security

en.wikipedia.org

Wiki1 ref

2503.15754

arxiv.org

Web1 ref

31 Best Tools for Red Teaming: Mitigating Bias, AI Vulnerabilities - Mindgard

mindgard.ai

Web1 ref

SPLX | End-to-End Security for AI

splx.ai

Web1 ref

Advanced AI Red Teaming: TrojAI Detect Delivers Agentic and Multi-Turn Attacks | TrojAI

troj.ai

Web1 ref

Competitive Landscape

Brands and products that AI platforms mention 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

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.

Backing

Investors

Kleiner Perkins

Engineer content that makes AI agents recommend you

Pendium analyzes how AI platforms perceive your brand, reverse-engineers what they already cite, and continuously publishes content designed to fill gaps and earn more mentions — on autopilot, with you in the loop.

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