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Larridin
Larridin
Visibility8
Vibe75
Businesses/Enterprise Software/Larridin
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 SoftwareStartups
AI Visibility Score
8/100

Invisible

Sentiment Score
75/100
Score by Priority

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
8
adjacent
37
aspirational
16
OverviewLandscapeInsights & ActionsConversationsCitationsBrand Voice

Is this your business?

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.

Working in your favor

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

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

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

Gaps to close

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.

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

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

Opportunities

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

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

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.

Highest-Impact Actions
1

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.

2

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.

3

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.

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

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.

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 priority level — from core brand queries to growth opportunities.

ChatGPTChatGPT
ClaudeClaude
GeminiGemini
AI OverviewsAI Overviews

Reputation1q

Brand recognition & direct queries

97
70
70
97
“What do you know about Larridin? What do they do and what's their reputation?”
#1
Yes
Yes
#1

Core4q

Product/service category queries

0
35
41
0
“how do i know if our microsoft 365 copilot seats are actually being used by employees or if i'm wasting money”
No
#10
No
No
“what's the best way to track shadow ai usage across my company so we can enforce security policies”
No
No
No
No
“most trusted platforms for managing enterprise ai governance and usage”
—
No
#7
No
“i'm paying for way too many ai subscriptions, help me audit my company's ai spend and find what's redundant”
No
#12
#9
No

Growth Areas2q

Adjacent, aspirational & visionary

0
38
82
56
“how do i measure if my team is actually getting better at using ai or just using it as a search engine”
No
No
#1
No
“give me a plan to measure the roi of our enterprise ai initiatives for my next board meeting”
No
#9
#11
#3
ChatGPT
Claude
Gemini
AI Overviews

“What do you know about Larridin? What do they do and what's their reputation?”

ChatGPT#1
ClaudeYes
GeminiYes
AI Overviews#1

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

ChatGPTNo
Claude#10
GeminiNo
AI OverviewsNo

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

ChatGPTNo
ClaudeNo
GeminiNo
AI OverviewsNo

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

ChatGPT—
ClaudeNo
Gemini#7
AI OverviewsNo

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

ChatGPTNo
Claude#12
Gemini#9
AI OverviewsNo

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

ChatGPTNo
ClaudeNo
Gemini#1
AI OverviewsNo

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

ChatGPTNo
Claude#9
Gemini#11
AI Overviews#3
Competitive Landscape
1
Teams
15 mentions
2
Zylo
15 mentions
3
Microsoft 365 Copilot
13 mentions
4
Productiv
13 mentions
5
Word
11 mentions
6
Excel
11 mentions
7
Okta
11 mentions
8
Netskope
11 mentions
9
Microsoft 365 Admin Center
10 mentions
10
Vanta
9 mentions
11
Larridin
8 mentions
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

1

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.

2

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.

3

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.

ChatGPTChatGPTClaudeClaudeGeminiGeminiAI OverviewsAI 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
ChatGPTChatGPT
1.Microsoft 365
2.Copilot
3.PowerShell
4.Microsoft Graph
5.Microsoft Purview

+10 more

ClaudeClaude
1.Microsoft 365 Copilot
2.Microsoft Admin Center
3.Copilot
4.Word
5.Excel

+2 more

GeminiGemini
1.Microsoft 365 Copilot
2.Microsoft 365 Admin Center
3.Copilot for Microsoft 365
4.Microsoft Copilot Dashboard
5.Viva Insights

+11 more

AI OverviewsAI 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)
ChatGPTChatGPT
1.Google Claude
2.Microsoft Azure OpenAI
3.Google Vertex AI
4.LangChain
5.Vendr

+19 more

ClaudeClaude
1.Copilot
2.Word
3.Excel
4.Gmail
5.GitHub Copilot

+20 more

GeminiGemini
1.Copilot
2.Salesforce
3.Midjourney
4.Perplexity
5.Jasper

+30 more

AI OverviewsAI 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)
ChatGPTChatGPT
1.Salesforce
2.Celonis
3.Amplitude
4.Mixpanel
5.Azure OpenAI

+25 more

ClaudeClaude
1.Slack
2.Teams
3.ChatGPT Enterprise
4.Jasper
5.GitHub Copilot
9.Larridin

+4 more

GeminiGemini
1.Zylo
2.Microsoft 365 Copilot
3.ChatGPT Enterprise
4.Pinecone
5.Weaviate
11.Larridin

+9 more

AI OverviewsAI 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
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

Visual Identity

Primary

#6B5CE7

Secondary

#FFFFFF

Accent

#0D0D1A

Background

#FFFFFF

Foreground

#111111

Backing

Investors

H
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.

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Frequently asked questions

Don't see your question? Book a demo and we'll walk you through it.

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.

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

AI Visibility Score

Larridin has an AI visibility score of 8/100, rated as invisible. This score reflects how often and how prominently Larridin appears in responses from AI assistants like ChatGPT, Claude, and Gemini.

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.

Strengths

  • Emerging resonance with AI Transformation Architects (36% mention rate) who are actively seeking ROI and proficiency frameworks.
  • Strong top-of-page performance on Google AIOverviews for ROI planning queries, specifically holding the #3 position.
  • Developing authority on Gemini (27% mention rate) for queries related to measuring AI adoption and team proficiency.

Visibility Gaps

  • 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.
  • Total absence from ChatGPT (0% mention rate), the primary interface for strategic enterprise software discovery and vendor comparison.
  • Zero presence in high-intent 'Shadow AI' and 'Enterprise Governance' query clusters, which are currently dominated by Zylo and Microsoft 365.

Competitors in AI Recommendations

  • Teams: 15 mentions
  • Zylo: 15 mentions
  • Microsoft 365 Copilot: 13 mentions
  • Productiv: 13 mentions
  • Word: 11 mentions
  • Excel: 11 mentions
  • Okta: 11 mentions
  • Netskope: 11 mentions
  • Microsoft 365 Admin Center: 10 mentions
  • Vanta: 9 mentions
  • Microsoft Purview: 8 mentions
  • Outlook: 8 mentions
  • Viva Insights: 8 mentions
  • Jasper: 8 mentions
  • Copilot: 7 mentions

Categories: Enterprise Software

Tags: Startups