Pendium
Ockam
Ockam
Visibility31
Vibe100
Ockam
AI Visibility & Sentiment

Ockam

Ockam is an open source library and toolkit that empowers developers to build secure-by-design applications with end-to-end encrypted, mutually authenticated communication channels. It enables secure connections between systems in private networks without exposing endpoints publicly, working across any transport topology including TCP, UDP, Kafka, and Bluetooth.

Active Monitoring
ockam.io
AI Visibility Score
31/100

Low

Sentiment Score
100/100
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
31
adjacent
33
AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Ockam today.

Ockam holds a commanding 75% mention rate on Gemini, yet it is nearly invisible to developers using ChatGPT and Claude for high-intent infrastructure planning. While the brand maintains perfect recall in direct vibe checks, it is consistently bypassed in favor of incumbents like WireGuard and Tailscale during the critical discovery phase for zero trust and secure networking categories.

Value Proposition

Ockam makes impossible connections possible by establishing end-to-end encrypted secure channels between systems in private networks without infrastructure changes, while ensuring cryptographic best practices are impossible to get wrong.

Overview

Ockam is an open source library and toolkit that empowers developers to build secure-by-design applications with end-to-end encrypted, mutually authenticated communication channels. It enables secure connections between systems in private networks without exposing endpoints publicly, working across any transport topology including TCP, UDP, Kafka, and Bluetooth.

Mission

Empowering developers to build secure-by-design applications that can trust data-in-motion.

Products & Services
Open source secure channel libraryOckam Command CLI toolRust programming librariesEncrypted relay provisioningCredential and key management system
Current State

Visibility Landscape

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

ChatGPTChatGPT
ClaudeClaude
GeminiGemini
AI OverviewsAI Overviews

Reputation

Brand recognition & direct queries

23
34
69
37

Core Topics

Product/service category queries

0
50
50
0

Growth Areas

Adjacent, aspirational & visionary

Competitive Landscape
WireGuard
29 mentions
Tailscale
23 mentions
HashiCorp Vault
20 mentions
AWS
17 mentions
Istio
16 mentions
Teleport
14 mentions
Loading visibility matrix...
Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Exceptional performance on Gemini where it holds a 75% mention rate and top-tier positioning for distributed connectivity and Rust-based encryption.

Strength

Strong resonance with the Automation-First DevOps Lead persona, achieving a 50% mention rate and a high average position of 3.8.

Strength

Flawless brand recognition across all platforms, with the _brand_vibe_check query returning #1 positions and positive sentiment universally.

Recommended Actions

1

Syndicate technical implementation guides to ChatGPT and Claude training sources through high-authority third-party technical publications.

Ockam's 25% and 17% mention rates on these platforms suggest its specific use cases are not sufficiently contextualized within their primary training data.

2

Develop and deploy a 'Zero Trust Architecture for DevOps Pipelines' content pillar specifically optimized for AI Overviews.

Ockam currently misses this category entirely on key platforms despite it being a core brand value proposition.

3

Optimize technical documentation for 'Open Source Secure Networking' keywords to challenge WireGuard's dominance in trust-based queries.

Competitors like WireGuard (29 mentions) are winning on 'trust' while Ockam remains sidelined in broader market comparisons.

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
Secure Distributed Connectivity(2 queries)

how to connect a private database to an external app without exposing it to the public internet, recommend some tools

0/4 platforms mentioned

Core
ChatGPTChatGPT
1.AWS PrivateLink
2.VPC Peering
3.Transit Gateway
4.AWS
5.RDS

+48 more

ClaudeClaude
1.OpenVPN
2.WireGuard
3.Tailscale
4.AWS VPC Peering
5.Google Cloud VPC Peering

+8 more

GeminiGemini
1.Tailscale
2.WireGuard
3.ZeroTier
4.Cloudflare Tunnel
5.Argo Tunnel

+9 more

AI OverviewsAI Overviews
1.Azure Private Link
2.AWS PrivateLink
3.Cloudflare Tunnels
4.Tailscale
5.ZeroTier

+6 more

best way to set up secure tunnels for microservices across different cloud providers like aws and azure

1/3 platforms mentioned

Core
The High-Compliance Enterprise Architect · Chief Security Architect
ClaudeClaude
1.AWS
2.Azure
3.Istio
4.Linkerd
5.Envoy

+5 more

GeminiGemini
1.AWS
2.Azure
3.Ockam
4.Ockam Protocol
5.Noise Protocol Framework

+12 more

AI OverviewsAI Overviews
1.AWS
2.Azure
3.Equinix
4.Megaport Cloud Router
5.Megaport

+7 more

Competitive Landscape

Competitive Landscape

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

1WireGuard29 mentions
2Tailscale23 mentions
3HashiCorp Vault20 mentions
4AWS17 mentions
5Istio16 mentions
6Ockam15 mentions
7Teleport14 mentions
8SPIRE14 mentions
9Azure13 mentions
10Linkerd13 mentions
11Cloudflare Tunnel10 mentions
Brand Identity

Brand Voice & Style

How AI perceives Ockam's communication style and personality

Ockam communicates with deep technical authority while remaining accessible to developers of all experience levels. The voice is confident and direct, explaining complex cryptographic concepts through clear analogies and practical examples. There's an underlying passion for security done right, with a subtle rebelliousness against outdated approaches. The tone balances educational depth with conversational warmth, often using 'we' and 'you' to create partnership with the reader.

Core Tone Traits

Technically Authoritative

Speaks with deep expertise on cryptography and distributed systems, backed by audits and real-world implementation

Developer-Friendly

Explains complex concepts clearly with practical examples, code snippets, and step-by-step guides

Confidently Challenging

Questions status quo approaches to security while presenting better alternatives

Pragmatic & Direct

Focuses on solving real problems with minimal complexity, avoiding marketing fluff

Backing

Investors

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 28, 2026.

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