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

Corridor Security Inc.

Visibility33

Vibe100

Businesses/Cybersecurity/Corridor Security Inc.

AI Visibility & Sentiment

Corridor Security Inc.

Corridor is a cybersecurity company that provides an AI-powered platform for securing AI-native software development. It monitors AI coding agents and human developers in real-time to inject security context and prevent vulnerabilities before code is written or committed.

Active Monitoring

corridor.dev

Cybersecurity

AI Visibility Score

33/100

Low

Sentiment Score

100/100

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Corridor Security Inc. today.

Corridor Security Inc. currently operates in the shadows of the AI-driven development landscape, securing high-intent visibility only when specific, narrow 'guardrail' terminology is used. While the brand successfully commands the narrative in direct brand-query environments, it fails to capture the essential momentum needed to displace established incumbents like Snyk and SonarQube in the broader AI security conversation.

Value Proposition

Security at the Source: Corridor embeds proactive guardrails directly into the AI coding workflow to ensure secure code generation rather than relying on post-development scanning.

Overview

Mission

To make AI-assisted software engineering trustworthy and safe by securing AI coding at the source.

Products & Services

Agentic Coding Security Management (ACSM) PlatformAI Security GuardrailsInstant PR ReviewsAI Coding Visibility & Analytics

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation Brand recognition & direct queries	0	0	40	42
Core Topics Product/service category queries	0	0	14	0
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

Growth Areas

Adjacent, aspirational & visionary

—

Competitive Landscape

Snyk

16 mentions

SonarQube

14 mentions

Cursor

12 mentions

Aikido Security

11 mentions

VS Code

10 mentions

Semgrep

10 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

What's working, what's not, and specific steps to improve Corridor Security Inc.'s AI visibility.

Key Findings

Strength

High relevance for niche 'AI coding security guardrails' queries on Gemini and AIOverviews

Strength

Strong brand-owned entity recognition in AI-first LLM recall across ChatGPT, Claude, and Gemini

Strength

Effective engagement with Engineering Lead personas when positioned as a high-intent solution

Recommended Actions

Develop comprehensive technical whitepapers on 'Automated Security Reviews for AI Agents'.

The current data shows a significant gap in answering how to automate reviews for AI-generated code, a query cluster where competitors are currently gaining traction.

Optimize landing pages for 'DevSecOps visibility' and 'AI developer workflow security' terminology.

Corridor Security Inc. is currently invisible in high-value dashboarding searches; aligning with these keywords is essential to move beyond its niche status.

Target the 'Compliance-Driven CISO' persona with case studies focusing on risk mitigation and auditability.

The brand is underperforming with the CISO persona, who requires different messaging than the engineering leads currently being captured.

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

Securing AI Driven Development Workflows(3 queries)

“what tools can i use to secure my github copilot setup and manage agentic coding risks”

0/4 platforms mentioned

Core

ChatGPT

1.GitHub (GitHub Copilot, GitHub Advanced Security, CodeQL, Dependabot)

2.CycloneDX

3.Open Policy Agent

4.InfoQ

Claude

1.GitHub

2.Microsoft Azure

3.VS Code

4.Prompt Security

5.IntelliJ

+8 more

Gemini

1.GitHub Copilot

2.GitHub (Dependabot, CodeQL, Copilot for Business, Copilot Chat)

3.VS Code

4.Kiuwan

5.Mobb

+2 more

AI Overviews

1.GitHub (Copilot, GitHub Advanced Security, CodeQL)

2.Veracode Fix

3.GitGuardian (ggshield)

4.Archipelo DevSPM

5.Endor Labs

+2 more

“best platforms for ai coding security guardrails to keep our codebase clean”

2/3 platforms mentioned

Core

The Security-Focused Engineering Lead · Head of Engineering

Claude

1.Cursor

2.Claude Code

3.Cycode (Cycode AI Guardrails)

4.Backslash Security

5.Google Gemini

+5 more

Gemini

1.Corridor Security Inc.

2.Cursor

3.Claude Code

4.Codacy Guardrails

5.VS Code

+12 more

AI Overviews

1.Aikido Security

2.Corridor Security Inc.

3.Cursor

4.Claude Code

5.GitHub Copilot

+5 more

“how to automate security reviews for code written by ai agents in prs”

0/4 platforms mentioned

Core

The Security-Focused Engineering Lead · Head of Engineering

ChatGPT

1.GitHub Actions

2.Semgrep

3.GitHub (CodeQL)

4.GitGuardian (ggshield)

5.Snyk

+1 more

Claude

1.GitGuardian MCP

2.GitHub Copilot

3.Codacy

4.BugBot

5.Endor Labs

+2 more

Gemini

1.Checkmarx (Checkmarx SAST)

2.SonarQube

3.Semgrep

4.OWASP ZAP

5.Acunetix

+4 more

AI Overviews

1.CodeRabbit

2.Graphite Agent

3.Qodo (PR-Agent)

4.Aikido Security

5.Snyk (Snyk Code)

+4 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.

GitHub Copilot Documentation

docs.github.com

Code1 ref

GitHub Copilot Policy Concepts

docs.github.com

Code1 ref

GitHub CodeQL Documentation

docs.github.com

Code1 ref

GitHub Advanced Security

github.com

Code1 ref

Dependabot Security Updates

docs.github.com

Code1 ref

GitHub Secret Scanning

docs.github.com

Code1 ref

Syft Documentation

oss.anchore.com

Web1 ref

CycloneDX Capabilities

cyclonedx.org

Web1 ref

GitHub Audit Logs

resources.github.com

Code1 ref

GitHub Copilot Coding Agent

docs.github.com

Code1 ref

Copilot CLI Agents

docs.github.com

Code1 ref

Responsible use of GitHub Copilot

docs.github.com

Code1 ref

Open Policy Agent

openpolicyagent.org

Web1 ref

InfoQ

infoq.com

Web1 ref

GitHub Copilot Privacy: Key Risks and Secure Usage Best Practices

blog.gitguardian.com

Web1 ref

Competitive Landscape

Brands and products that AI platforms mention alongside or instead of Corridor Security Inc..

Snyk16 mentions

SonarQube14 mentions

Cursor12 mentions

Aikido Security11 mentions

VS Code10 mentions

Semgrep10 mentions

GitHub Copilot9 mentions

Cycode9 mentions

GitHub8 mentions

Prompt Security8 mentions

Corridor Security Inc.6 mentions

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 20, 2026.