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Oso
Oso
Visibility24
Vibe100
Businesses/Cybersecurity/Oso
Oso
AI Visibility & Sentiment

Oso

Oso is a security platform that makes coding agents safe for enterprise adoption. They provide automated least privilege access, real-time monitoring, and comprehensive auditing for AI coding agents like Claude Code, Cursor, and Codex.

Active Monitoring
osohq.com
Cybersecurity
AI Visibility Score
24/100

Low

Sentiment Score
100/100
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
24
adjacent
6
OverviewLandscapeInsights & ActionsContent IdeasConversationsCitationsBrand Voice

Is this your business?

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Oso today.

Oso is currently a ghost in the generative AI security landscape, losing vital mindshare to legacy infrastructure tools like HashiCorp Vault and AWS IAM across every high-stakes AI agent query. While the brand maintains a pristine reputation in direct lookups, it is failing to capture the 'Securing AI Agent Deployments' category, leaving the market's most urgent technical questions to be answered by generic competitors.

Working in your favor

Exceptional brand recognition in direct 'vibe checks', maintaining #1 rankings across ChatGPT, Claude, Gemini, and AI Overviews when the brand is searched by name.

Promising early traction in ChatGPT for 'automated least privilege access' queries, securing an average position of 4.0 and demonstrating a path toward dominance in permission management.

Gaps to close

Complete invisibility (0% mention rate) within the Claude ecosystem, which is a critical platform for the developer and security engineer audience.

Total failure to reach the 'AI-Forward CTO' persona, who currently receives zero recommendations for Oso across all tested scenarios.

Zero visibility for 'Securing AI Agent Deployments'—the most frequent query set where competitors like Cursor and AWS are defining the security standard.

Opportunities

Displace legacy incumbents like HashiCorp Vault by aggressively positioning Oso's authorization-first framework as the only viable solution for dynamic AI agent permissions.

Capture the 'Enterprise Security Architect' persona by focusing on real-time monitoring and file access limitations for AI agents, a niche where current visibility is low for all players.

Highest-Impact Actions
1

Launch a targeted 'AI Agent Authorization' content pillar to solve the 'Securing AI Agent Deployments' query gap.

Oso currently has 0% visibility on these queries while competitors are being cited as the default solutions for agent security.

2

Optimize technical documentation for Claude's training and retrieval data to break the 0% mention rate barrier.

Claude is the preferred tool for high-level security architects, yet Oso is entirely absent from its recommendations.

3

Develop a competitive 'Oso vs. HashiCorp Vault' comparison for AI workloads.

HashiCorp Vault is the top-cited competitor (25 mentions); Oso needs to differentiate its authorization logic from Vault's secret management.

Value Proposition

Automated least privilege security for AI coding agents, enabling enterprises to safely adopt coding assistants while maintaining control over permissions, monitoring agent behavior, and ensuring audit compliance.

Overview

Oso is a security platform that makes coding agents safe for enterprise adoption. They provide automated least privilege access, real-time monitoring, and comprehensive auditing for AI coding agents like Claude Code, Cursor, and Codex.

Mission

Making agent adoption safe for the whole company by ensuring coding agents operate with appropriate permissions and oversight.

Products & Services
Automated least privilege access management for AI agentsReal-time agent activity monitoring and alertingDynamic permission enforcement based on risk levelsComprehensive audit logging and reportingAuthorization Academy and developer resources
Current State

Visibility Landscape

A high-level view of how Oso 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
97
97
97
“What do you know about Oso? What do they do and what's their reputation?”
#1
#1
#1
#1

Core2q

Product/service category queries

53
0
35
53
“recommend some tools for automated least privilege access for ai agents”
#4
No
#10
#4
“is there a way to limit what files an ai agent can access in our repo automatically”
No
No
No
No

Growth Areas4q

Adjacent, aspirational & visionary

18
0
0
18
“how do I make sure cursor or claude code doesn't delete my production database by mistake”
No
No
No
No
“most trusted security platforms for managing ai agent permissions”
#23
No
No
#12
“how can i get real-time monitoring and alerting for what our ai coding agents are doing”
No
No
No
No
“what's the best way to secure ai coding agents in an enterprise environment”
No
No
No
No
ChatGPT
Claude
Gemini
AI Overviews

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

ChatGPT#1
Claude#1
Gemini#1
AI Overviews#1

“recommend some tools for automated least privilege access for ai agents”

ChatGPT#4
ClaudeNo
Gemini#10
AI Overviews#4

“is there a way to limit what files an ai agent can access in our repo automatically”

ChatGPTNo
ClaudeNo
GeminiNo
AI OverviewsNo

“how do I make sure cursor or claude code doesn't delete my production database by mistake”

ChatGPTNo
ClaudeNo
GeminiNo
AI OverviewsNo

“most trusted security platforms for managing ai agent permissions”

ChatGPT#23
ClaudeNo
GeminiNo
AI Overviews#12

“how can i get real-time monitoring and alerting for what our ai coding agents are doing”

ChatGPTNo
ClaudeNo
GeminiNo
AI OverviewsNo

“what's the best way to secure ai coding agents in an enterprise environment”

ChatGPTNo
ClaudeNo
GeminiNo
AI OverviewsNo
Competitive Landscape
1
HashiCorp Vault
25 mentions
2
Datadog
16 mentions
3
Slack
15 mentions
4
Splunk
14 mentions
5
Cursor
13 mentions
6
AWS Secrets Manager
13 mentions
7
PagerDuty
13 mentions
8
AWS IAM
11 mentions
9
Terraform
10 mentions
10
Open Policy Agent
10 mentions
11
Oso
7 mentions
Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Exceptional brand recognition in direct 'vibe checks', maintaining #1 rankings across ChatGPT, Claude, Gemini, and AI Overviews when the brand is searched by name.

Strength

Promising early traction in ChatGPT for 'automated least privilege access' queries, securing an average position of 4.0 and demonstrating a path toward dominance in permission management.

Gap

Complete invisibility (0% mention rate) within the Claude ecosystem, which is a critical platform for the developer and security engineer audience.

Recommended Actions

1

Launch a targeted 'AI Agent Authorization' content pillar to solve the 'Securing AI Agent Deployments' query gap.

Oso currently has 0% visibility on these queries while competitors are being cited as the default solutions for agent security.

2

Optimize technical documentation for Claude's training and retrieval data to break the 0% mention rate barrier.

Claude is the preferred tool for high-level security architects, yet Oso is entirely absent from its recommendations.

3

Develop a competitive 'Oso vs. HashiCorp Vault' comparison for AI workloads.

HashiCorp Vault is the top-cited competitor (25 mentions); Oso needs to differentiate its authorization logic from Vault's secret management.

Content Engineering

Content Ideas

Content designed to help AI agents learn about your category and recommend your brand.

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
Securing AI Agent Deployments(3 queries)

“how do I make sure cursor or claude code doesn't delete my production database by mistake”

0/4 platforms mentioned

Adjacent
ChatGPTChatGPT
1.Cursor
2.Postgres
3.MySQL
4.Flyway
5.Liquibase

+20 more

ClaudeClaude

No brands listed

GeminiGemini
1.Cursor
2.SQLAlchemy
3.Entity Framework
4.Hibernate
5.Git

+5 more

AI OverviewsAI Overviews
1.Cursor
2.Claude Code
3.npx
4.prisma
5.Git

+3 more

“what's the best way to secure ai coding agents in an enterprise environment”

0/4 platforms mentioned

Adjacent
The AI-Forward CTO · Chief Technology Officer
ChatGPTChatGPT
1.HashiCorp Vault
2.Git
3.OPA
4.Styra
5.Okta

+36 more

ClaudeClaude
1.Firecracker
2.AWS
3.gVisor
4.Snyk
5.Semgrep

+11 more

GeminiGemini
1.GitHub
2.GitLab
3.Bitbucket
4.AWS KMS
5.Azure Key Vault

+13 more

AI OverviewsAI Overviews
1.Obsidian Security
2.HashiCorp Vault
3.Guardrails AI
4.Knostic
5.Model Context Protocol (MCP)

“is there a way to limit what files an ai agent can access in our repo automatically”

0/4 platforms mentioned

Core
The AI-Forward CTO · Chief Technology Officer
ChatGPTChatGPT
1.GitHub Enterprise
2.GitHub Apps
3.GitLab Premium/Ultimate
4.Bitbucket Data Center
5.Sourcegraph

+14 more

ClaudeClaude
1.GitHub
2.Snyk
3.Gitguardian
4.LangChain
5.LlamaIndex

+2 more

GeminiGemini
1.GitHub Copilot
2.GitHub Actions
3.Amazon CodeWhisperer
4.Google Cloud Code Assist
5.AWS IAM

+8 more

AI OverviewsAI Overviews
1.Claude Code
2.Cline
3.Roo Code
4.Cursor
5.AgentFS

+6 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.

Preventing Production Data Loss with Claude Code Safeguards

linkedin.com

Social1 ref

remember when cursor wiped my whole database? I finally ...

reddit.com

Forum1 ref

Cursor IDE Security Best Practices & Tips - Backslash

backslash.security

Web1 ref

Claude Code Security Best Practices - Backslash

backslash.security

Web1 ref

How to Secure AI Coding Assistants and Protect Your Codebase

knostic.ai

Web1 ref

Security-Focused Guide for AI Code Assistant Instructions

best.openssf.org

Web1 ref

[Security] Claude Code reads .env files by default - Reddit

reddit.com

Forum1 ref

> I think I'm ready to open my wallet for that Claude subscription for ...

news.ycombinator.com

Web1 ref

A safe way to let coding agents interact with your database ...

reddit.com

Forum1 ref

Agent deleted databases will'y-nilly - Feedback - Cursor

forum.cursor.com

Web1 ref

Claude Code settings - Claude Code Docs

code.claude.com

Web1 ref

How to Build Agents That Can’t Delete Your Database? - Medium

medium.com

Blog1 ref

wiz.io

wiz.io

Web1 ref

Veza Introduces AI Agent Security to Protect and Govern ...

veza.com

Web1 ref

Take control of every AI agent with SailPoint Agent Identity Security

sailpoint.com

Web1 ref
Brand Identity

Brand Voice & Style

How AI perceives Oso's communication style and personality

Oso communicates with confident technical authority while remaining approachable and pragmatic. Their voice balances urgency about AI agent security risks with a reassuring, solutions-oriented tone. They use clear, direct language that resonates with technical audiences, avoiding hype while emphasizing real-world security implications. The brand maintains a professional yet conversational style, often using relatable analogies and straightforward explanations to make complex authorization concepts accessible.

Core Tone Traits

Technically Authoritative

Speaks with deep expertise on security and authorization, using precise terminology that resonates with engineering audiences

Pragmatic & Solutions-Focused

Addresses real problems with practical solutions rather than fear-mongering about AI risks

Direct & Clear

Communicates complex concepts in straightforward language without unnecessary jargon or marketing fluff

Confidently Reassuring

Acknowledges the challenges of AI adoption while instilling confidence that they can be managed safely

Visual Identity

Primary

#7C3AED

Secondary

#1E1B4B

Accent

#FACC15

Background

#FFFFFF

Foreground

#111111

Backing

Investors

S
Sequoia

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.

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Frequently asked questions

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

Oso is a security platform that makes coding agents safe for enterprise adoption. They provide automated least privilege access, real-time monitoring, and comprehensive auditing for AI coding agents like Claude Code, Cursor, and Codex.

Automated least privilege security for AI coding agents, enabling enterprises to safely adopt coding assistants while maintaining control over permissions, monitoring agent behavior, and ensuring audit compliance.

AI Visibility Score

Oso has an AI visibility score of 24/100, rated as low. This score reflects how often and how prominently Oso appears in responses from AI assistants like ChatGPT, Claude, and Gemini.

AI Perception Summary

Oso is currently a ghost in the generative AI security landscape, losing vital mindshare to legacy infrastructure tools like HashiCorp Vault and AWS IAM across every high-stakes AI agent query. While the brand maintains a pristine reputation in direct lookups, it is failing to capture the 'Securing AI Agent Deployments' category, leaving the market's most urgent technical questions to be answered by generic competitors.

Strengths

  • Exceptional brand recognition in direct 'vibe checks', maintaining #1 rankings across ChatGPT, Claude, Gemini, and AI Overviews when the brand is searched by name.
  • Promising early traction in ChatGPT for 'automated least privilege access' queries, securing an average position of 4.0 and demonstrating a path toward dominance in permission management.

Visibility Gaps

  • Complete invisibility (0% mention rate) within the Claude ecosystem, which is a critical platform for the developer and security engineer audience.
  • Total failure to reach the 'AI-Forward CTO' persona, who currently receives zero recommendations for Oso across all tested scenarios.
  • Zero visibility for 'Securing AI Agent Deployments'—the most frequent query set where competitors like Cursor and AWS are defining the security standard.

Competitors in AI Recommendations

  • HashiCorp Vault: 25 mentions
  • Datadog: 16 mentions
  • Slack: 15 mentions
  • Splunk: 14 mentions
  • Cursor: 13 mentions
  • AWS Secrets Manager: 13 mentions
  • PagerDuty: 13 mentions
  • AWS IAM: 11 mentions
  • Terraform: 10 mentions
  • Open Policy Agent: 10 mentions
  • Azure Key Vault: 10 mentions
  • AWS: 10 mentions
  • GitHub Actions: 9 mentions
  • Okta: 9 mentions
  • OPA: 8 mentions

Categories: Cybersecurity