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

Get a demo

BeeSafe AI

Visibility0

Vibe75

Businesses/Cybersecurity/BeeSafe AI

AI Visibility & Sentiment

BeeSafe AI

BeeSafe AI is a fraud prevention platform that stops scams at the source by deploying AI-powered anti-scam agents that engage directly with fraudsters. The company provides cross-sector fraud intelligence to financial services, crypto platforms, telcos, and government agencies to intercept scammers before they reach customers.

Active Monitoring

beesafe.ai

Cybersecurity YC25-26

AI Visibility Score

0/100

Invisible

Sentiment Score

75/100

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe BeeSafe AI today.

BeeSafe AI is currently a ghost in the generative AI landscape, failing to surface for a single category-level query despite showing perfect recognition during direct brand checks. While legacy players like BioCatch and Feedzai are being recommended as the definitive authorities for fraud prevention, BeeSafe's total absence from high-stakes decision-making frameworks for FinServ and Crypto represents a critical strategic void that must be closed immediately.

Working in your favor

Perfect brand recognition in direct 'vibe check' queries across ChatGPT, Claude, and Gemini, indicating that models have ingested the brand's basic existence.

Baseline sentiment is inherently positive when the brand is specifically identified, suggesting no negative training data or reputational risks exist in the current LLM landscape.

Gaps to close

Complete absence from 'authorized push payment (APP) fraud' queries where competitors like BioCatch and Feedzai are currently establishing themselves as the industry standard.

Zero visibility within the Crypto Exchange Risk Lead persona, a missed opportunity given the high-intent nature of trust-based scam detection in decentralized finance.

Failure to appear in specialized technology searches for 'AI agents,' which should be a primary brand differentiator but is currently yielding no mentions.

Opportunities

Ownership of the 'AI agents for scammer interaction' niche, as this specific query category is currently wide open for an authoritative brand to dominate.

Bridge the gap into 'Cross-Sector Intelligence Sharing' for Telcos, a persona that currently shows zero brand affinity despite BeeSafe's relevant capabilities.

Highest-Impact Actions

Aggressively publish 3rd-party technical case studies and whitepapers focusing on 'Authorized Push Payment (APP) Fraud' prevention.

BioCatch and Feedzai currently own the narrative for this specific pain point; BeeSafe needs to inject its methodology into the training data to be considered a viable alternative.

Optimize digital footprint for the 'AI agents talking to scammers' query through high-authority cybersecurity PR and guest blogging.

This is a core product differentiator that LLMs are failing to associate with BeeSafe during general category discovery.

Develop and syndicate sector-specific technical documentation targeting the 'Crypto Exchange Risk Lead' persona.

The data shows a total lack of mentions in the crypto sector, which is a high-growth area currently underserved by legacy cybersecurity providers.

Value Proposition

BeeSafe AI intercepts fraud at the source by engaging with scammers in real-time, identifying fraudulent accounts and infrastructure before victims are harmed, providing evidence-backed intelligence across the fragmented fraud ecosystem.

Overview

Mission

Stopping scams before they reach your customers by intercepting fraudsters at the source.

Products & Services

Anti-Scam AI AgentsReal-time Fraud Intelligence PlatformMule Account DetectionScammer Infrastructure IdentificationCross-sector Fraud Intelligence Sharing

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Brand recognition & direct queries	97	97	97	97
“What do you know about BeeSafe AI? What do they do and what's their reputation?”	#1	#1	#1	#1
Core4q Product/service category queries	0	0	0	0
“how can a bank stop authorized push payment fraud in real-time”	No	No	No	No
“most trusted fraud prevention platforms for high-risk financial services in 2026”	No	No	No	No
“is there a platform that aggregates fraud data across telcos and finance to stop scammers earlier”	No	No	No	No
“what are the best ways for crypto platforms to detect trust-based scams before the money leaves the wallet”	No	No	No	No
Growth Areas1q Adjacent, aspirational & visionary	0	0	0	0
“show me some vendors that use ai agents to talk to scammers and waste their time”	No	No	No	No

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

“how can a bank stop authorized push payment fraud in real-time”

“most trusted fraud prevention platforms for high-risk financial services in 2026”

“is there a platform that aggregates fraud data across telcos and finance to stop scammers earlier”

“what are the best ways for crypto platforms to detect trust-based scams before the money leaves the wallet”

“show me some vendors that use ai agents to talk to scammers and waste their time”

Competitive Landscape

BioCatch

19 mentions

Feedzai

19 mentions

LexisNexis Risk Solutions

16 mentions

Sardine

13 mentions

Featurespace

11 mentions

ThreatMetrix

11 mentions

Unit21

11 mentions

NICE Actimize

10 mentions

Chainalysis

10 mentions

TRM Labs

10 mentions

BeeSafe AI

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Perfect brand recognition in direct 'vibe check' queries across ChatGPT, Claude, and Gemini, indicating that models have ingested the brand's basic existence.

Strength

Baseline sentiment is inherently positive when the brand is specifically identified, suggesting no negative training data or reputational risks exist in the current LLM landscape.

Gap

Complete absence from 'authorized push payment (APP) fraud' queries where competitors like BioCatch and Feedzai are currently establishing themselves as the industry standard.

Recommended Actions

Aggressively publish 3rd-party technical case studies and whitepapers focusing on 'Authorized Push Payment (APP) Fraud' prevention.

BioCatch and Feedzai currently own the narrative for this specific pain point; BeeSafe needs to inject its methodology into the training data to be considered a viable alternative.

Optimize digital footprint for the 'AI agents talking to scammers' query through high-authority cybersecurity PR and guest blogging.

This is a core product differentiator that LLMs are failing to associate with BeeSafe during general category discovery.

Develop and syndicate sector-specific technical documentation targeting the 'Crypto Exchange Risk Lead' persona.

The data shows a total lack of mentions in the crypto sector, which is a high-growth area currently underserved by legacy cybersecurity providers.

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

Preventing Advanced Trust Based Scams(2 queries)

“how can a bank stop authorized push payment fraud in real-time”

0/4 platforms mentioned

Core

ChatGPT

1.LexisNexis ThreatMetrix

2.TransUnion iovation

3.BioCatch

4.BehavioSec

5.Featurespace

+11 more

Claude

1.Feedzai

2.Kount

3.FICO Falcon

4.Finastra

5.SWIFT gpi

+4 more

Gemini

1.BioCatch

2.BehavioSec

3.Feedzai

4.Featurespace

5.ARIC Risk Hub

+14 more

AI Overviews

1.Alloy

2.Nacha

3.Outseer

“what are the best ways for crypto platforms to detect trust-based scams before the money leaves the wallet”

0/4 platforms mentioned

Core

The Enterprise CISO (FinServ) · Chief Information Security Officer

ChatGPT

1.Chainalysis

2.Chainalysis KYT

3.Reactor

4.TRM Labs

5.Elliptic

+27 more

Claude

1.Chainalysis

2.TRM Labs

3.BioCatch

4.Kraken

5.Coinbase

Gemini

1.BioCatch

2.Scam Advisor

3.LexisNexis Risk Solutions

4.BehavioSec

5.TeamViewer

+11 more

AI Overviews

1.ThreatFabric

2.Elliptic

3.BitGo

4.Chainalysis Alterya

5.TRM Labs

+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.

Alloy

alloy.com

BeeSafe AI

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Cybersecurity

Start gettingrecommended by AI.

Frequently asked questions

BeeSafe AI

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

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.