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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WebRat

Visibility0

Vibe25

Businesses/Cybersecurity/WebRat

AI Visibility & Sentiment

WebRat

WebRat provides a community-powered web safety tool and browser extension designed to protect users from online fraud, phishing, and scam sites. It leverages real-time crowdsourced data to alert users about the legitimacy of websites before they share personal information or make purchases.

Active Monitoring

webrat.online

Cybersecurity

AI Visibility Score

0/100

Invisible

Sentiment Score

25/100

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

visionary

AI Perception

Summary

WebRat is currently a ghost in the AI-driven search ecosystem, failing to appear in critical consumer and business decision-making pathways where competitors like Bitwarden and Guardio command authority. While the brand maintains a baseline presence in direct search queries, it is completely absent from the high-intent discovery phases where users actively seek protection against browser-based threats.

Value Proposition

WebRat offers community-driven transparency, using a global network of users to flag scams instantly, which allows for faster identification of malicious sites compared to centralized blacklists.

Overview

Mission

To stop the guessing game of web safety by empowering a global community to share transparency, helping every user stay safe and browse confidently through real-time, crowdsourced intelligence.

Products & Services

WebRat Browser ExtensionCommunity Trust DashboardReal-Time Phishing ProtectionChrome Browser ExtensionReal-time Scam DetectionCommunity-powered Website Rating System

Agent Breakdown

AI Platforms

How often do different AI platforms reference WebRat?

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Conversation Analysis

Key Topics

What conversations is WebRat included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend WebRat 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

Immediate Threat Protection & Site Verification(3 queries)

“what browser extension should i use to stop getting scammed on shopping sites”

0/4 platforms mentioned

Core

ChatGPT

1.Malwarebytes Browser Guard

2.Bitdefender TrafficLight

3.uBlock Origin

4.Privacy Badger

5.Fakespot

+8 more

Claude

1.Malwarebytes Browser Guard

2.Guardio

3.Scamy.io

4.Norton Safe Web

5.Scam Sniffer

+3 more

Gemini

1.Malwarebytes Browser Guard

2.Netcraft Extension

3.PC Matic Scam Blocker

4.Cryptonite (Internet Security by MetaCert)

5.SafeToOpen

+2 more

AI Overviews

1.Malwarebytes Browser Guard

2.Guardio

3.Netcraft Browser Extension

4.Trend Micro Check

5.uBlock Origin

+4 more

“best free tools to check if a website is legit before i put in my password”

0/4 platforms mentioned

Core

The Privacy-Conscious Online Consumer · General Internet User

ChatGPT

1.Bitwarden

2.VirusTotal

3.uBlock Origin

4.PhishTank

5.OpenPhish

+2 more

Claude

1.Get Safe Online (Check a Website)

2.URLVoid

3.Bitdefender Link Checker

4.ESET Link Checker

Gemini

1.Avast Online Security & Privacy

2.Norton Safe Web

3.VirusTotal

AI Overviews

1.VirusTotal

2.Google Transparency Report

3.urlscan.io

4.URLVoid

5.ScamAdviser

+2 more

“how can i protect my browser from malicious links and fake pages”

0/4 platforms mentioned

Core

The Privacy-Conscious Online Consumer · General Internet User

ChatGPT

1.uBlock Origin

2.Bitwarden

3.NoScript

4.ScriptSafe

5.Quad9

+3 more

Claude

1.Guardio

Gemini

1.Malwarebytes

2.Avast

3.uBlock Origin

4.HTTPS Everywhere

5.Electronic Frontier Foundation

+2 more

AI Overviews

1.uBlock Origin

2.Malwarebytes (Malwarebytes Browser Guard)

3.Guardio

4.Netcraft (Netcraft Extension)

5.VirusTotal

+2 more

Brand Perception

What AI Really Thinks

We asked each AI platform directly about WebRat to understand how they perceive the brand. These responses back up the Sentiment Score and reveal tone, accuracy, and blind spots across platforms and personas.

0Positive

2Neutral

2Negative

across 4 responses

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

ChatGPT

Neutral

No snippet captured

Claude

Negative

“…WebRat refers to a malware threat, not a legitimate company or service.…”

Gemini

Negative

“…WebRat is a sophisticated malware that operates as a backdoor and information-stealer.…”

AI Overviews

Neutral

No snippet captured

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

Brand recognition exists in direct navigational intent where users specifically query for WebRat by name.

Gap

Total absence in 'Immediate Threat Protection' queries, missing users who are actively searching for browser-based scam and phishing prevention tools.

Gap

Failure to capture 'Evaluating Cybersecurity' traffic, leaving competitors to define the criteria for site reputation checking.

Technical Health

Site Health for AI Visibility

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

89/100

16 passed 4 warnings

Audited 3/25/2026

Crawlability86

Can AI bots find your pages?

Technical96

SSL, mobile, doctype basics

On-Page SEO100

Titles, descriptions, headings

Content Quality73

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG82

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Warnings

2 render-blocking resource(s) detected

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

Content may be too short

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

Missing Open Graph tags for social sharing

Add og:title, og:description, and og:image meta tags.

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan

Brand Identity

Brand Voice & Style

How AI perceives WebRat's communication style and personality

WebRat communicates with a tone that is reassuring, transparent, and highly efficient. It balances the serious nature of cybersecurity with a user-friendly, non-intrusive approach, positioning itself as a helpful, silent guardian rather than a complex technical burden. The brand emphasizes community-driven trust and simplicity, speaking directly to the everyday user who values both safety and a seamless browsing experience.

Core Tone Traits

Reassuring and Protective

Focuses on safety and peace of mind without inducing fear.

Transparent and Honest

Clearly explains privacy practices and data handling to build trust.

Approachable and Simple

Demystifies complex cybersecurity concepts into easy, actionable steps.

Community-Centric

Highlights the power of collective vigilance and shared safety.

Competitive Landscape

Related Ecosystem

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

Bitwarden38 mentions

uBlock Origin36 mentions

1Password29 mentions

Guardio26 mentions

VirusTotal24 mentions

URLVoid19 mentions

Privacy Badger18 mentions

LastPass17 mentions

HTTPS Everywhere13 mentions

urlscan.io11 mentions

WebRat0 mentions

Source Intelligence

Citations

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

malwarebytes.com

https://www.malwarebytes.com/browserguard

Referenced in 2 queries

Review

bitdefender.com

https://www.bitdefender.com/solutions/trafficlight.html

Referenced in 3 queries

Review

en.wikipedia.org

https://en.wikipedia.org/wiki/UBlock_Origin

Referenced in 1 query

Review

privacybadger.org

https://privacybadger.org/

Referenced in 2 queries

Review

blog.mozilla.org

https://blog.mozilla.org/en/mozilla-new-products/how-to-use-fakespot/

Referenced in 1 query

Review

privacy.com

https://www.privacy.com/browser-extension

Referenced in 1 query

Review

support.1password.com

https://support.1password.com/browser-autofill-security/

Referenced in 1 query

Review

tomsguide.com

https://www.tomsguide.com/computing/online-security/fake-chrome-extension-breaks-your-computer-before-it-hits-you-with-malware-how-to-stay-safe

Referenced in 1 query

Get Featured

staysecureonline.org

https://staysecureonline.org/how-to-use-browser-extensions-to-block-trackers/

Referenced in 1 query

Review

Best Chrome security extensions (2026) | Guardio

https://guard.io/blog/chrome-security-extensions

Referenced in 5 queries

Review

Free Chrome Extension - Real-time Scam & Phishing Protection | Scamy

https://scamy.io/extension

Referenced in 1 query

Review

Best Chrome extensions in 2026 for privacy and productivity

https://www.expressvpn.com/blog/our-favorite-chrome-extensions/

Referenced in 2 queries

Review

Content Engineering

Goals & Content Ideas

Ideas to help AI agents better understand the business and be more likely to use WebRat's resources to help users.

Establish Authority in Immediate Threat Protection

This goal addresses the lack of visibility for critical browsing threat queries by creating structured, data-rich guides on site reputation. By documenting how community-driven data identifies malicious URLs faster than traditional blacklists, we provide AI assistants with verifiable facts to cite during user security crises.

How crowdsourced threat intelligence identifies phishing sites forty-eight hours faster than centralized security databases.

A breakdown of the three most common site reputation signals that indicate a web store is fraudulent.

Real-time protection versus blacklisting: Why static security lists fail against modern one-day malware domains.

The anatomy of a browser-based scam: How WebRat users flagged a global phishing campaign in minutes.

Build Technical Trust with IT Administrators

To differentiate from consumer-only tools, this goal focuses on deep-dive technical resources that explain WebRat's underlying architecture and data integrity. This provides AI agents with the sophisticated, data-backed evidence required to recommend the tool to professional IT decision-makers.

Quantifying the false positive rate in community-driven security: A deep dive into WebRat’s verification algorithm.

Why enterprise browser security requires a community layer to stop zero-hour social engineering attacks.

A technical comparison of browser extension resource consumption: How WebRat maintains safety without slowing down performance.

Deployment frameworks for browser security tools across distributed teams in high-compliance environments.

Win the Browser Security Comparison Landscape

This goal targets the competitive comparison flow by creating objective, feature-rich content that helps AI assistants categorize WebRat alongside industry leaders. By publishing transparent comparisons and evaluation frameworks, we ensure the brand appears in AI-generated best-of lists.

The 2026 browser security tool audit: Comparing protection features across top-rated extension providers.

Why privacy-first browser tools are replacing traditional antivirus for everyday web navigation and online shopping.

A buyer’s guide to browser safety extensions: Identifying the trade-offs between automation and community-led detection.

Five essential features every browser security tool must have to protect against modern AI-generated phishing.

Content Engineering

Recommended Actions

Execute a structured content-seeding program targeting 'Immediate Threat Protection' and 'Site Reputation' search queries.

Users are actively looking for solutions to common browsing threats; WebRat is missing these capture points entirely.

Impact: High

Develop and distribute high-authority whitepapers or comparative guides aimed at the IT Administrator persona.

Building trust with professional segments requires deeper, data-backed content that differentiates WebRat from consumer-grade alternatives.

Impact: High

Initiate a brand-awareness campaign focused on 'Browser Security Tool' comparison lists.

Competitors are winning by embedding themselves in the comparison flow; WebRat must earn its place in these AI-generated recommendations.

Impact: Medium

Is this your business? We can help you improve your AI visibility.

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Data generated by Pendium.ai AI visibility scanning. Last scanned March 25, 2026.

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