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

Oximy

Visibility9

Vibe86

Businesses/Enterprise Software/Oximy

AI Visibility & Sentiment

Oximy

Oximy is an enterprise AI governance platform that provides complete visibility and control over AI usage across organizations. They help enterprises see, understand, and govern AI tools being used by employees, addressing security, compliance, adoption tracking, and cost management challenges.

Active Monitoring

oximy.com

Enterprise Software YC25-26

AI Visibility Score

9/100

Invisible

Sentiment Score

86/100

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 Oximy today.

Oximy demonstrates a striking divergence in AI visibility, commanding elite-tier rankings on Claude while remaining essentially a ghost within the ChatGPT and Google AI Overviews ecosystems. While the brand is already the preferred recommendation for technical CISOs seeking to block risky AI features, it is currently ceding the broader enterprise governance narrative to incumbents like Zscaler and Microsoft in nearly 90% of strategic search scenarios.

Value Proposition

Complete governance and visibility over enterprise AI usage - turning invisible AI activity into actionable security, compliance, and adoption intelligence without disrupting employee workflows

Overview

Mission

To build the infrastructure layer that makes AI legible - providing visibility first so governance can follow and security can emerge

Products & Services

Oximy Oversight - AI governance and risk detectionOximy Pulse - AI adoption tracking and analyticsOximy Spend - AI cost management and optimizationOximy Lens - AI tool discovery and visibilityDesktop agent for AI activity monitoring

Current State

Visibility Landscape

A high-level view of how Oximy 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	12	42	33	0
Core Topics Product/service category queries	0	33	35	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

Zscaler

18 mentions

Netskope

17 mentions

Microsoft Purview

14 mentions

Okta

10 mentions

Microsoft Defender for Endpoint

10 mentions

Azure AD

9 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Exceptional performance on Claude with a #2 ranking for critical 'Evaluating AI Governance' and 'Risk Management' queries.

Strength

Strong resonance with the Strategic Enterprise CISO persona, achieving a 50% mention rate where competitors often struggle with technical depth.

Strength

Universal 'vibe check' recognition across all platforms, indicating that the core brand identity is well-indexed even if specific solution use-cases are not.

Recommended Actions

Execute an AI Overviews (SGE) optimization sprint focusing on high-authority cybersecurity citations.

Oximy's 0% mention rate in AI Overviews is the single biggest barrier to growth, as this is where modern enterprise software discovery begins.

Develop and publish a dedicated 'AI Governance for Regulatory Leads' knowledge hub.

The Global Regulatory Compliance persona currently has 0% visibility for Oximy; addressing their specific pain points is the fastest path to expanding the brand's footprint.

Target the 'AI Spend Optimization' keyword cluster through technical whitepapers and partner integrations.

Queries regarding spend and usage tracking are currently 'NOT MENTIONED' for Oximy, representing a major missed opportunity to solve a primary enterprise pain point.

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

Managing AI Shadow IT & Risk(2 queries)

“how do I find out which AI tools my employees are using without them knowing”

0/4 platforms mentioned

Adjacent

ChatGPT

1.Azure AD

2.Okta

3.Microsoft Entra ID

4.Netskope

5.McAfee MVISION Cloud

+20 more

Claude

1.Cisco Umbrella

2.Fortinet

3.Microsoft Purview

4.Forcepoint

5.ChatGPT Enterprise

+1 more

Gemini

1.Cisco Umbrella

2.Palo Alto Networks

3.Zscaler

4.Microsoft Defender for Cloud Apps

5.Netskope

+8 more

AI Overviews

1.Microsoft Entra ID

2.Okta

3.Midjourney

4.Chrome

5.Edge

+8 more

“need a way to block risky AI features but keep the useful ones, what tools do this”

3/4 platforms mentioned

Core

The Strategic Enterprise CISO · Chief Information Security Officer

ChatGPT

1.Microsoft Purview

2.Defender for Cloud Apps

3.Palo Alto Prisma SaaS

4.Aperture

5.NGFW

35.Oximy

+32 more

Claude

1.Wiz AI Security

2.Oximy

3.Lakera

4.Netskope

5.Zscaler Private Access

+2 more

Gemini

1.Wiz

2.Oximy

3.Prompt Security

4.Lasso Security

5.Aporia

+4 more

AI Overviews

1.Lasso Security

2.Prompt Security

3.CalypsoAI

4.Microsoft Purview

5.Defender for Cloud

+3 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.

How to measure employee AI usage without invading privacy

worklytics.co

Web1 ref

The 7 Best Shadow AI Detection Tools For Enterprises in 2026

superblocks.com

Web1 ref

How do you actually know when employees are using AI ...

reddit.com

Forum1 ref

Shadow AI Detection & Monitoring for Enterprises

harmonic.security

Web1 ref

Shadow AI Detection Software

teramind.co

Web1 ref

What Is Shadow AI? How It Happens and What to Do About It

paloaltonetworks.com

Web1 ref

Detecting Ai usage in an org : r/cybersecurity - Reddit

reddit.com

Forum1 ref

ActivTrak: Workforce Analytics for Productivity Management

activtrak.com

Web1 ref

Detect and Control: Shadow AI in the Enterprise - Knostic

knostic.ai

Web1 ref

Shadow AI: How Unmonitored Tools Bypass Security and Enter Your ...

compassmsp.com

Web1 ref

Shadow AI: The unauthorized security risk hiding in plain sight

deeptempo.ai

Web1 ref

Can Managers Tell if Employees Used Artificial Intelligence to ...

mranet.org

Web1 ref

How to Catch AI Tools Running Silently in Your Organization

cloudeagle.ai

Web1 ref

How are companies spotting AI tool usage happening right in the ...

reddit.com

Forum1 ref

FinOps for AI: A Guide To Managing AI Cloud Costs - ProsperOps

prosperops.com

Web1 ref

Competitive Landscape

Brands and products that AI platforms mention alongside or instead of Oximy.

Zscaler18 mentions

Netskope17 mentions

Microsoft Purview14 mentions

Okta10 mentions

Microsoft Defender for Endpoint10 mentions

Azure AD9 mentions

Microsoft Defender for Cloud Apps9 mentions

Cisco Umbrella9 mentions

OneTrust AI Governance8 mentions

CrowdStrike Falcon7 mentions

Oximy7 mentions

Brand Identity

Brand Voice & Style

How AI perceives Oximy's communication style and personality

Oximy communicates with confident authority on enterprise AI challenges while remaining accessible and practical. The voice is direct and clear, avoiding jargon while demonstrating deep expertise in security and governance. They balance urgency about AI risks with a solutions-oriented, empowering tone that positions customers as capable leaders who simply need the right tools. The brand favors concise, impactful statements and uses repetition of key phrases for emphasis.

Core Tone Traits

Authoritative & Expert

Speaks with confidence about complex enterprise AI challenges, backed by deep technical knowledge

Direct & Clear

Uses concise, impactful language without unnecessary jargon or fluff

Solutions-Oriented

Acknowledges problems but quickly pivots to practical, actionable solutions

Enterprise-Serious

Professional tone appropriate for security, compliance, and C-suite audiences

Backing

Investors

Y Combinator

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 February 27, 2026.