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

Larridin

Visibility9

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

9/100

Invisible

Sentiment Score

75/100

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 Larridin today.

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

Current State

Visibility Landscape

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

	Claude	Gemini	AI Overviews
Reputation Brand recognition & direct queries	13	19	0
Core Topics Product/service category queries	38	35	56
Growth Areas Adjacent, aspirational & visionary	0	62	0

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

Growth Areas

Adjacent, aspirational & visionary

Competitive Landscape

Teams

15 mentions

Zylo

15 mentions

Microsoft 365 Copilot

13 mentions

Productiv

13 mentions

Word

11 mentions

Excel

11 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

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.

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.

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.

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.

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

Core

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

Core

The ROI-Focused CFO · Chief Financial Officer (CFO)

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

Adjacent

The ROI-Focused CFO · Chief Financial Officer (CFO)

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

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.

Microsoft 365 admin center Microsoft 365 Copilot usage

learn.microsoft.com

Web1 ref

Microsoft 365 admin center – Microsoft 365 Copilot Chat usage

learn.microsoft.com

Web1 ref

Microsoft 365 Copilot reports for IT admins

learn.microsoft.com

Web1 ref

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

learn.microsoft.com

Web1 ref

10 Best AI Governance Platforms for Enterprise Teams in 2026

superblocks.com

Web1 ref

Best 5 tools for AI governance in 2026 - Maxim AI

getmaxim.ai

Web1 ref

Automated AI Governance Platforms: Best Solutions for 2026

ovaledge.com

Web1 ref

Best AI Governance Platforms Reviews 2026 - Gartner

gartner.com

Web1 ref

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

linkedin.com

Social1 ref

The Best AI Governance Platforms in 2026 - Splunk

splunk.com

Web1 ref

Top 9 AI Data Governance Platforms to Manage Sensitive Data

velotix.ai

Web1 ref

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

dataplatform.cloud.ibm.com

Web1 ref

Best Enterprise AI Governance Platforms & Tools 2026

blog.exceeds.ai

Web1 ref

Top AI governance software tools compared (2026) - DataGalaxy

datagalaxy.com

Web1 ref

Top 5 AI Governance Platforms in 2026 - Maxim AI

getmaxim.ai

Web1 ref

Competitive Landscape

Brands and products that AI platforms mention 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

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

Backing

Investors

Homebrew

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 2, 2026.