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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Clam

Visibility0

Vibe50

Businesses/Software/Clam

AI Visibility & Sentiment

Clam

Clam is a secure AI agent platform that runs OpenClaw in isolated cloud VMs with enterprise-grade security. It provides a semantic firewall that scans all messages for sensitive data, prompt injections, and malicious code, while enabling automation across 1,000+ integrations including Slack, Gmail, and GitHub.

Active Monitoring

tryclam.com

Software YC25-26

AI Visibility Score

0/100

Invisible

Sentiment Score

50/100

AI Perception

Summary

Clam is currently a digital ghost in the AI ecosystem, failing to trigger even a single mention or brand recognition across all tested platforms and high-intent queries. This total invisibility in the 'Secure Workflow Automation' space allows competitors like n8n and Zapier to monopolize the narrative, leaving a massive opening for Clam to define its category before AI models solidify their rankings.

Value Proposition

The secure way to run AI agents with a semantic firewall that protects credentials, blocks prompt injections, and scans all traffic—while enabling powerful automation across your existing tools.

Overview

Mission

To provide a secure, sandboxed environment for running AI agents that automates workflows while keeping sensitive data protected.

Products & Services

Secure AI agent hosting on dedicated VMsSemantic firewall for AI securityBrowser automation with live view1,000+ app integrations via ComposioShared agent collaboration

Agent Breakdown

AI Platforms

How often do different AI platforms reference Clam?

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Conversation Analysis

Topics

What conversations is Clam included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Clam 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

Secure Workflow Automation(2 queries)

“how can I automate my work with AI without leaking my company's API keys or sensitive data”

0/4 platforms mentioned

ChatGPT

1.Microsoft Presidio

2.Google Cloud DLP

3.scrubadub

4.HashiCorp Vault

5.AWS Secrets Manager

+23 more

Claude

1.AWS Secrets Manager

2.HashiCorp Vault

3.1Password for Teams

4.Doppler

5.Ollama

+7 more

Gemini

1.Ollama

2.Llama 3

3.Mistral

4.Phi-3

5.LM Studio

+20 more

AI Overviews

1.AWS Key Management Service

2.KMS

3.Azure Key Vault

4.Momentum Telecom

5.ChatGPT Enterprise

+5 more

“I want to set up an AI agent to handle my emails and Slack but I'm worried about prompt injections, what tools should I use”

0/4 platforms mentioned

ChatGPT

1.Slack

2.Gmail

3.LangChain

4.LlamaIndex

5.Guardrails

+27 more

Claude

1.promptify

2.garak

3.LangChain

4.LlamaIndex

5.n8n

+12 more

Gemini

1.Zapier

2.Slack

3.Skyflow

4.Nightfall

5.Lakera

+9 more

AI Overviews

1.Securiti

2.Veeam

3.LLM Guard

4.Lakera Guard

5.Rebuff

+8 more

AI Agent Deployment & Infrastructure(1 query)

“best way to host autonomous AI agents on dedicated virtual machines so they don't crash my local computer”

0/3 platforms mentioned

Claude

1.AWS EC2

2.CloudWatch

3.DigitalOcean

4.Google Cloud Run

5.Vertex AI

+11 more

Gemini

1.DigitalOcean

2.Hetzner

3.Linode

4.Akamai

5.Vultr

+25 more

AI Overviews

1.Google Cloud

2.GCP

3.Compute Engine

4.Vertex AI

5.AWS EC2

+13 more

Browser Based Task Automation(1 query)

“I need an AI tool that can browse the web and fill out forms for me while I watch it live, what are my options”

0/4 platforms mentioned

ChatGPT

1.UiPath

2.UiPath Studio

3.Microsoft Power Automate Desktop

4.Windows

5.Office 365

+24 more

Claude

1.GPT-4

2.ChatGPT Plus

3.Selenium IDE

4.Zapier

5.Make

+5 more

Gemini

1.MultiOn

2.HyperWrite

3.Skyvern

4.Induced AI

5.Browser-use

+6 more

AI Overviews

1.MultiOn

2.OpenAI Operator

3.Skyvern

4.Manus Browser Operator

5.Axiom.ai

+2 more

Trust & Security Evaluation In AI Automation(1 query)

“what are the most secure alternatives to Zapier or Make for a company that handles sensitive client info”

0/4 platforms mentioned

ChatGPT

1.MuleSoft Anypoint

2.Dell Boomi

3.Workato Enterprise

4.IBM App Connect

5.SnapLogic

+24 more

Claude

1.Zapier

2.Make

3.n8n

4.Temporal

5.Apache Airflow

+5 more

Gemini

1.Zapier

2.Make

3.n8n

4.AWS

5.Azure

+10 more

AI Overviews

1.Zapier

2.Make

3.n8n

4.Docker

5.Activepieces

+13 more

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

The brand currently has a clean slate with zero negative sentiment or hallucinations, offering a unique opportunity to build a high-authority narrative from scratch.

Strength

Clam's core value proposition aligns perfectly with the 'Privacy-Conscious Software Developer' persona, which is currently underserved by mainstream automation tools.

Gap

Total absence in the 'Secure Workflow Automation' category where security-conscious users are actively seeking alternatives to Zapier and Make.

Gap

Failure to appear in infrastructure-heavy queries regarding 'AI Agent Deployment', which is currently dominated by Docker and Ollama.

Gap

The brand vibe check returned no data, indicating that LLM training sets and RAG-accessible documentation do not yet recognize Clam as a market entity.

Opportunity

Aggressively target the 'Secure Alternative' niche to siphon visibility from n8n and HashiCorp Vault in enterprise security queries.

Opportunity

Optimize technical documentation for LLM ingestion to capture the 'AI Agent Deployment & Infrastructure' query volume.

Opportunity

Develop specific use-case content for the 'Automation-Obsessed Agency Founder' to bridge the gap between simple automation and secure enterprise workflows.

Technical Health

Site Health for AI Visibility

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

89/100

18 passed 1 warnings 2 issues

Audited 2/27/2026

Crawlability100

Can AI bots find your pages?

Technical96

SSL, mobile, doctype basics

On-Page SEO84

Titles, descriptions, headings

Content Quality60

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG100

Open Graph, Twitter cards

AI Readability100

How well AI can parse your content

Critical Issues

Page has no H1 heading

Add a single H1 tag as the main page heading.

Content is too thin

Expand your content to at least 300-500 words with valuable information.

Warnings

2 render-blocking resource(s) detected

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

Few headings on page

Add more H2 and H3 headings to organize content into sections.

Few internal links on this page

Add more internal links to related pages on your site.

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan

Brand Identity

Brand Voice & Style

How AI perceives Clam's communication style and personality

Clam communicates with a playful yet technically credible voice that makes complex security concepts accessible. The brand uses a retro pixel-art aesthetic and ocean/diving metaphors ('Ready to Dive In?', 'Scroll to dive deeper') to create a friendly, approachable feel while maintaining authority on security topics. The tone is confident but not corporate—conversational, clear, and focused on empowering users to automate safely.

Core Tone Traits

Playfully Technical

Uses fun metaphors and retro aesthetics while explaining sophisticated security concepts

Reassuringly Secure

Consistently emphasizes safety, isolation, and protection without being alarmist

Empowering & Practical

Focuses on what users can accomplish with clear, actionable guidance

Approachable & Clear

Avoids jargon, uses conversational language, and makes complex topics digestible

Competitive Landscape

Related Ecosystem

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

n8n22 mentions

Ollama19 mentions

Zapier18 mentions

Make16 mentions

LangChain16 mentions

HashiCorp Vault15 mentions

Docker14 mentions

AWS Secrets Manager11 mentions

Slack11 mentions

Mistral9 mentions

Clam0 mentions

Source Intelligence

Citations

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

Top Cloud Platforms for Enterprise AI Deployment in 2026

https://render.com/articles/best-cloud-platforms-for-enterprise-ai-deployment

Referenced in 1 query

Review

AWS vs Azure vs Google Cloud: Key Features and Pricing

https://www.channelinsider.com/infrastructure/aws-vs-azure-vs-google-cloud/

Referenced in 1 query

Review

AWS vs Azure vs GCP VMs: 2026 Comparison for Cloud ...

https://sedai.io/blog/aws-ec2-vs-azure-public-cloud-vms-vs-gcp-compute-engine-comparison

Referenced in 1 query

Review

Cloud comparison: AWS EC2 vs Azure Virtual Machines vs ...

https://www.pluralsight.com/resources/blog/cloud/cloud-comparison-aws-ec2-vs-azure-virtual-machines-vs-google-compute-engine

Referenced in 1 query

Review

Top 10 Hybrid Cloud Providers in 2026 | AI-Ready Enterprise ...

https://www.clarifai.com/blog/top-hybrid-cloud-providers

Referenced in 1 query

Review

Ultimate Guide – The Best Stable AI Hosting Platforms of 2026

https://www.siliconflow.com/articles/en/the-most-stable-ai-hosting-platform

Referenced in 1 query

Review

How to sandbox AI agents in 2026: MicroVMs, gVisor ...

https://northflank.com/blog/how-to-sandbox-ai-agents

Referenced in 1 query

Review

Kilo launches KiloClaw, allowing anyone to deploy OpenClaw ...

https://venturebeat.com/orchestration/kilo-launches-kiloclaw-allowing-anyone-to-deploy-hosted-openclaw-agents-into

Referenced in 1 query

Pitch Story

Ultimate Guide – The Best AI Cloud Platforms of 2026 - SiliconFlow

https://www.siliconflow.com/articles/en/the-best-AI-Cloud-Platform

Referenced in 1 query

Review

Build 100% Self-Hosted AI Agents in 2026 (Surprisingly Easy)

https://www.youtube.com/watch?v=lityEZwmv5Q&t=301

Referenced in 1 query

Pitch Story

Security-first hosting for always-on AI agents on cloud VMs

https://compute.hivenet.com/post/a-security-first-baseline-for-always-on-ai-agents

Referenced in 1 query

Review

Introducing Operator - OpenAI

https://openai.com/index/introducing-operator/

Referenced in 1 query

Review

Content Engineering

Recommended Actions

Execute an LLM-optimization campaign focusing on 'Secure Workflow Automation' keywords.

With a 0% mention rate, Clam must seed the data environments used by ChatGPT and Claude to establish basic category entry.

Impact: High

Publish a comprehensive 'Clam vs. Zapier' security and privacy comparison.

Zapier is a top competitor with 18 mentions; drafting off their visibility through comparative content is the fastest way to earn mentions in 'alternative' queries.

Impact: High

Release technical whitepapers on 'Hosting Autonomous Agents on Dedicated VMs'.

This specific query currently yields zero visibility for Clam despite being a core industry use case where infrastructure competitors like Docker are winning.

Impact: Medium

Optimize the brand's 'About' and 'Security' pages for RAG (Retrieval-Augmented Generation) systems.

The brand vibe check failure indicates that AI models cannot find or summarize Clam's mission, requiring a restructuring of crawlable technical assets.

Impact: Medium

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