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.

Roadmap 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 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

adjacent

aspirational

visionary

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe WebRat today.

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.

Working in your favor

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

Gaps to close

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

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

Non-existent visibility for the 'Security-Focused Small Business IT Administrator' persona, a high-value segment for cybersecurity solutions.

Opportunities

Position WebRat as an essential layer for 'Broad Digital Privacy' to capture the top-of-funnel users researching general safe browsing habits.

Leverage the gap in competitive 'Site Safety Rating' comparisons to establish WebRat as a benchmark tool for site reputation.

Target high-intent keywords related to malicious link protection to intercept traffic currently flowing to incumbents like VirusTotal and Guardio.

Highest-Impact 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.

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.

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.

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

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Sentiment when asked about the brand directly	50	0	0	50
“What do you know about WebRat? What do they do and what's their reputation?”	Neutral	Negative	Negative	Neutral
Core4q Product/service category queries	0	0	0	0
“what browser extension should i use to stop getting scammed on shopping sites”	No	No	No	No
“what are the most reliable website reputation checkers out there”	No	No	No	No
“best free tools to check if a website is legit before i put in my password”	No	No	No	No
“how can i protect my browser from malicious links and fake pages”	No	No	No	No
Growth Areas5q Adjacent, aspirational & visionary	0	0	0	0
“what are the best privacy and security add-ons i need for a safe chrome experience”	No	No	No	No
“compare browser security tools that show site safety ratings”	No	No	No	No
“what should i look for when picking a service to protect me from online fraud”	No	No	No	No
“recommend some must-have tools for someone who shops online a lot and wants to stay secure”	No	No	No	No
“how can i stay safe while browsing the web without being a technical expert”	No	No	No	No

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

Neutral

Negative

Neutral

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

“what are the most reliable website reputation checkers out there”

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

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

“what are the best privacy and security add-ons i need for a safe chrome experience”

“compare browser security tools that show site safety ratings”

“what should i look for when picking a service to protect me from online fraud”

“recommend some must-have tools for someone who shops online a lot and wants to stay secure”

“how can i stay safe while browsing the web without being a technical expert”

Competitive Landscape

Bitwarden

38 mentions

uBlock Origin

36 mentions

1Password

29 mentions

Guardio

26 mentions

VirusTotal

24 mentions

URLVoid

19 mentions

Privacy Badger

18 mentions

LastPass

17 mentions

HTTPS Everywhere

13 mentions

urlscan.io

11 mentions

WebRat

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

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.

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.

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.

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.

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.

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

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.

Browserguard

malwarebytes.com

WebRat

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Cybersecurity

Start gettingrecommended by AI.

Frequently asked questions

WebRat

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Cybersecurity

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.