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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Larridin

Visibility17

Vibe75

Businesses/Enterprise Software/Larridin

AI Visibility & Sentiment

Larridin

Larridin is an enterprise AI governance and analytics platform that helps organizations measure AI adoption, proficiency, and impact across their workforce. Their flagship product Scout provides visibility into AI tool usage, enabling companies to optimize licensing investments, enforce governance policies, and quantify the business value of AI initiatives.

Active Monitoring

larridin.com

Enterprise Software Startups

AI Visibility Score

17/100

Invisible

Sentiment Score

75/100

AI Perception

Summary

Larridin is currently a ghost in the high-stakes enterprise governance conversation, suffering from a total visibility blackout among CISOs and on ChatGPT despite the massive market shift toward AI risk management. While the brand shows a promising pulse with AI Architects on Gemini for ROI-specific queries, it is losing significant ground to SaaS management incumbents like Zylo and Productiv who currently dominate the strategic narrative.

Value Proposition

Complete visibility into enterprise AI usage—from discovery to adoption to impact—enabling organizations to measure ROI, enforce governance, and optimize AI investments with real-time data rather than guesswork

Overview

Mission

For every company to extract maximum value from the AI transformation by understanding the AIs in use, scaling success, ensuring seamless governance and ultimately optimizing the impact of AI on your business.

Products & Services

Scout - AI usage monitoring and analytics platformAI Adoption Measurement and ReportingAI Governance and Policy EnforcementAI Proficiency and Impact AssessmentEnterprise AI License Optimization

Agent Breakdown

AI Platforms

How often do different AI platforms reference Larridin?

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Conversation Analysis

Topics

What conversations is Larridin included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Larridin 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

AI Investment & ROI Optimization(3 queries)

“how do i know if our microsoft 365 copilot seats are actually being used by employees or if i'm wasting money”

0/4 platforms mentioned

ChatGPT

1.Microsoft 365

2.Copilot

3.PowerShell

4.Microsoft Graph

5.Microsoft Purview

+10 more

Claude

1.Microsoft 365 Copilot

2.Microsoft Admin Center

3.Copilot

4.Word

5.Excel

+2 more

Gemini

1.Microsoft 365 Copilot

2.Microsoft 365 Admin Center

3.Copilot for Microsoft 365

4.Microsoft Copilot Dashboard

5.Viva Insights

+11 more

AI Overviews

1.Microsoft 365 Copilot

2.Microsoft 365 Admin Center

3.Microsoft Learn

4.Copilot Dashboard

“i'm paying for way too many ai subscriptions, help me audit my company's ai spend and find what's redundant”

0/4 platforms mentioned

ChatGPT

1.Google Claude

2.Microsoft Azure OpenAI

3.Google Vertex AI

4.LangChain

5.Vendr

+19 more

Claude

1.Copilot

2.Word

3.Excel

4.Gmail

5.GitHub Copilot

+20 more

Gemini

1.Copilot

2.Salesforce

3.Midjourney

4.Perplexity

5.Jasper

+30 more

AI Overviews

1.Celonis

2.ChatGPT Team/Enterprise

3.Claude for Business

4.Microsoft 365 Copilot

5.Otter.ai

+13 more

“give me a plan to measure the roi of our enterprise ai initiatives for my next board meeting”

3/4 platforms mentioned

ChatGPT

1.Salesforce

2.Celonis

3.Amplitude

4.Mixpanel

5.Azure OpenAI

+25 more

Claude

1.Slack

2.Teams

3.ChatGPT Enterprise

4.Jasper

5.GitHub Copilot

9.Larridin

+4 more

Gemini

1.Zylo

2.Microsoft 365 Copilot

3.ChatGPT Enterprise

4.Pinecone

5.Weaviate

11.Larridin

+9 more

AI Overviews

1.Gartner

2.propeller.com

3.Larridin

AI Governance & Shadow AI Risk Management(1 query)

“what's the best way to track shadow ai usage across my company so we can enforce security policies”

0/4 platforms mentioned

ChatGPT

1.Azure AD

2.Okta

3.Google Workspace

4.Splunk

5.Microsoft Sentinel

+38 more

Claude

1.Microsoft Defender for Cloud Apps

2.Microsoft 365

3.Cisco Umbrella

4.Zscaler

5.Lakera Guard

+4 more

Gemini

1.Netskope

2.Zscaler

3.Cloudflare One

4.LayerX

5.Chrome

+16 more

AI Overviews

1.Zscaler

2.Microsoft Defender for Cloud Apps

3.LayerX

4.Teramind

5.Ollama

+5 more

Measuring AI Adoption & Proficiency(1 query)

“how do i measure if my team is actually getting better at using ai or just using it as a search engine”

0/4 platforms mentioned

ChatGPT

1.Azure

2.PromptLayer

3.LangChain

4.GitHub Copilot for Business

5.JIRA

+16 more

Claude

No brands listed

Gemini

1.LangSmith

2.LangChain

3.Helicone

4.PromptPerfect

5.Section

+2 more

AI Overviews

1.Worklytics

Evaluating AI Management Solutions(1 query)

“most trusted platforms for managing enterprise ai governance and usage”

0/3 platforms mentioned

Claude

1.Microsoft Purview

2.Azure

3.Salesforce Einstein Governance

4.Salesforce

5.IBM Watson Governance

+7 more

Gemini

1.Credo AI

2.Monitaur

3.Holistic AI

4.Microsoft Azure AI

5.Azure Machine Learning

+12 more

AI Overviews

1.Maxim AI

2.Credo AI

3.IBM watsonx.governance

4.IBM

5.IBM OpenPages

+5 more

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

Emerging resonance with AI Transformation Architects (36% mention rate) who are actively seeking ROI and proficiency frameworks.

Strength

Strong top-of-page performance on Google AIOverviews for ROI planning queries, specifically holding the #3 position.

Strength

Developing authority on Gemini (27% mention rate) for queries related to measuring AI adoption and team proficiency.

Gap

Critical visibility gap with the Governance-First CISO persona (0% mention rate), leaving the security and risk narrative entirely to competitors like Okta and Netskope.

Gap

Total absence from ChatGPT (0% mention rate), the primary interface for strategic enterprise software discovery and vendor comparison.

Gap

Zero presence in high-intent 'Shadow AI' and 'Enterprise Governance' query clusters, which are currently dominated by Zylo and Microsoft 365.

Opportunity

Capture the 'Shadow AI' narrative by publishing technical integration guides and risk frameworks that appeal to the currently underserved CISO persona.

Opportunity

Capitalize on existing Gemini traction by deepening content on AI ROI measurement to displace incumbent SaaS management tools.

Opportunity

Aggressively target the Microsoft 365 Copilot optimization niche, as users are currently being directed to Microsoft’s own tools rather than Larridin for seat management.

Technical Health

Site Health for AI Visibility

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

96/100

21 passed 1 warnings

Audited 3/2/2026

Crawlability100

Can AI bots find your pages?

Technical96

SSL, mobile, doctype basics

On-Page SEO100

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

1 render-blocking resource(s) detected

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

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan

Brand Identity

Brand Voice & Style

How AI perceives Larridin's communication style and personality

Larridin communicates with confident authority backed by data and research, positioning itself as the definitive expert in enterprise AI measurement. The tone is professional and executive-focused, speaking directly to C-suite concerns with specific metrics and statistics. While authoritative, the brand maintains accessibility through clear explanations and practical frameworks. There's an underlying urgency suggesting that organizations without AI visibility are falling behind, balanced with reassurance that Larridin provides the solution.

Core Tone Traits

Data-Driven & Authoritative

Leads with statistics, research findings, and quantifiable insights to establish credibility

Executive-Focused & Strategic

Speaks directly to C-suite concerns using business language around ROI, governance, and competitive advantage

Urgently Informative

Creates awareness of visibility gaps and risks while positioning solutions as essential, not optional

Technically Confident yet Accessible

Demonstrates deep expertise in AI governance while making complex concepts understandable

Competitive Landscape

Related Ecosystem

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

Teams15 mentions

Zylo15 mentions

Microsoft 365 Copilot13 mentions

Productiv13 mentions

Word11 mentions

Excel11 mentions

Okta11 mentions

Netskope11 mentions

Microsoft 365 Admin Center10 mentions

Vanta9 mentions

Larridin8 mentions

Source Intelligence

Citations

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

Microsoft 365 admin center Microsoft 365 Copilot usage

https://learn.microsoft.com/en-us/microsoft-365/admin/activity-reports/microsoft-365-copilot-usage?view=o365-worldwide

Referenced in 1 query

Review

Microsoft 365 admin center – Microsoft 365 Copilot Chat usage

https://learn.microsoft.com/en-us/microsoft-365/admin/activity-reports/microsoft-copilot-usage?view=o365-worldwide

Referenced in 1 query

Review

Microsoft 365 Copilot reports for IT admins

https://learn.microsoft.com/en-us/copilot/microsoft-365/microsoft-365-copilot-reports-for-admins

Referenced in 1 query

Review

Connect to the Microsoft Copilot Dashboard for Microsoft 365 ...

https://learn.microsoft.com/en-us/viva/insights/org-team-insights/copilot-dashboard

Referenced in 1 query

Review

10 Best AI Governance Platforms for Enterprise Teams in 2026

https://www.superblocks.com/blog/ai-governance-platform

Referenced in 1 query

Review

Best 5 tools for AI governance in 2026 - Maxim AI

https://www.getmaxim.ai/articles/best-5-tools-for-ai-governance-in-2026/

Referenced in 1 query

Review

Automated AI Governance Platforms: Best Solutions for 2026

https://www.ovaledge.com/blog/automated-ai-governance-platforms

Referenced in 1 query

Review

Best AI Governance Platforms Reviews 2026 - Gartner

https://www.gartner.com/reviews/market/ai-governance-platforms

Referenced in 1 query

Review

The Top 5 AI Governance Platforms for Meeting the Strictest ...

https://www.linkedin.com/pulse/top-5-ai-governance-platforms-meeting-strictest-brad-martineau-hr8nc

Referenced in 1 query

Pitch Story

The Best AI Governance Platforms in 2026 - Splunk

https://www.splunk.com/en_us/blog/learn/ai-governance-platforms.html

Referenced in 1 query

Review

Top 9 AI Data Governance Platforms to Manage Sensitive Data

https://www.velotix.ai/resources/blog/top-9-ai-data-governance-platforms-to-manage-sensitive-data/

Referenced in 1 query

Review

AI Governance - Docs | IBM Cloud Pak for Data as a Service

https://dataplatform.cloud.ibm.com/docs/content/wsj/catalog/get-started-aigov.html

Referenced in 1 query

Review

Content Engineering

Recommended Actions

Develop and index a comprehensive 'AI Risk & Governance' knowledge hub specifically targeting CISO-level security concerns.

The current 0% visibility with security leaders is a major blocker; Larridin must provide the technical data points that LLMs require to recommend them for governance.

Impact: High

Execute a targeted technical PR and documentation campaign to establish a footprint on ChatGPT.

Being invisible on the most popular AI platform means Larridin is excluded from the initial research phase of the enterprise buyer's journey.

Impact: High

Expand on 'AI ROI and Proficiency' measurement frameworks to solidify the current lead on Gemini.

Larridin already holds a #1 rank on Gemini for adoption measurement; doubling down here creates a defensible niche against generalists like Microsoft Teams.

Impact: Medium

Optimize technical documentation to emphasize compatibility with Microsoft 365 Copilot auditing.

Competitors like Zylo are winning the 'M365 seat audit' query; Larridin needs to provide clearer evidence of its superior capabilities in this specific high-volume use case.

Impact: Medium

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