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

Crosslayer Labs

Visibility8

Vibe80

Businesses/Cybersecurity/Crosslayer Labs

AI Visibility & Sentiment

Crosslayer Labs

Crosslayer Labs is a cybersecurity company born out of Princeton University that protects web infrastructure from attacks. Their founding team invented Multi-Perspective Issuance Corroboration (MPIC), which now secures the issuance of every HTTPS certificate, protecting over 500 million websites.

Active Monitoring

crosslayerlabs.com

Cybersecurity YC25-26

AI Visibility Score

8/100

Invisible

Sentiment Score

80/100

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Crosslayer Labs today.

Crosslayer Labs currently exists as a ghost in the cybersecurity AI ecosystem, appearing only when explicitly asked about but vanishing during critical non-branded enterprise searches. While Gemini shows a promising spark by ranking the brand #1 for high-stakes crypto-hijacking queries, the total absence across ChatGPT and Claude indicates a massive missed opportunity to influence the AI-driven buyer journey.

Working in your favor

Perfect 100% recognition during direct 'brand vibe checks' across all tested platforms including ChatGPT, Claude, and Gemini.

Dominant #1 position in Gemini for high-risk web infrastructure queries specifically targeting crypto exchange hijacking.

Resonance with the Lead Security Operations Engineer persona, achieving a 10% mention rate while other personas remain unreached.

Gaps to close

Total invisibility on ChatGPT, Claude, and AI Overviews for all category-led security queries.

Zero footprint in the 'Evaluating Enterprise Security Infrastructure Partners' query, where competitors like Cloudflare and Akamai are heavily favored.

Failure to capture the Strategic Enterprise CISO and Fintech Infrastructure Architect personas, who are currently directed toward legacy incumbents.

Opportunities

Capitalize on the Gemini 'crypto-hijacking' win by expanding technical content around high-risk API security to capture broader fintech queries.

Develop deep-dive technical documentation on 'exposed asset discovery' to convert the existing 10% traction with Security Operations Engineers into a dominant position.

Bridge the gap between brand awareness and category recommendation by seeding case studies that link Crosslayer Labs to 'trusted infrastructure' keywords.

Highest-Impact Actions

Execute an LLM-targeted 'Technical Authority' content sprint.

Since LLMs already know who you are but don't recommend you for solutions, you must feed them structured data linking your brand to specific 'attack surface discovery' and 'API hijacking' outcomes.

Optimize for the Fintech Infrastructure Architect persona.

You are currently being ignored for fintech infrastructure queries; creating documentation that addresses certificate protection and HTTPS security will capture this underserved, high-value segment.

Increase third-party citations on 'most trusted' security lists.

Competitors like Cloudflare and Akamai are winning because they are mentioned in broad industry evaluations; increasing your presence in these datasets will improve your 'trust' score in LLM responses.

Value Proposition

Research-backed web infrastructure security from the team that invented the technology securing every HTTPS certificate issued today, offering comprehensive attack surface discovery, security analytics, and ongoing monitoring.

Overview

Mission

To protect companies and enterprises across the world from ongoing website and API hijacks through cutting-edge network security research.

Products & Services

Attack Surface DiscoverySecurity AnalyticsOngoing MonitoringSecurity AssessmentsWeb Infrastructure Protection

Current State

Visibility Landscape

A high-level view of how Crosslayer Labs 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 Crosslayer Labs? What do they do and what's their reputation?”	#1	#1	#1	#1
Core5q Product/service category queries	0	0	41	0
“best ways to stop api and website hijacking for a crypto exchange, recommend some specific security vendors”	No	No	#1	No
“help me find all the exposed assets on my corporate network, which tools are best for attack surface discovery”	No	No	No	No
“who are the most trusted web infrastructure security companies right now”	No	No	No	No
“how to secure web infrastructure for a fintech company, what products should i buy”	No	No	No	No
“what tools help protect enterprise https certificates and prevent bgp hijacking”	No	No	No	No
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

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

“best ways to stop api and website hijacking for a crypto exchange, recommend some specific security vendors”

“help me find all the exposed assets on my corporate network, which tools are best for attack surface discovery”

“who are the most trusted web infrastructure security companies right now”

“how to secure web infrastructure for a fintech company, what products should i buy”

“what tools help protect enterprise https certificates and prevent bgp hijacking”

Competitive Landscape

Cloudflare

27 mentions

Akamai

17 mentions

Salt Security

15 mentions

Fastly

13 mentions

Censys

13 mentions

Signal Sciences

12 mentions

Splunk

12 mentions

HashiCorp Vault

11 mentions

Noname Security

10 mentions

Shodan

10 mentions

Crosslayer Labs

1 mention

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Perfect 100% recognition during direct 'brand vibe checks' across all tested platforms including ChatGPT, Claude, and Gemini.

Strength

Dominant #1 position in Gemini for high-risk web infrastructure queries specifically targeting crypto exchange hijacking.

Strength

Resonance with the Lead Security Operations Engineer persona, achieving a 10% mention rate while other personas remain unreached.

Recommended Actions

Execute an LLM-targeted 'Technical Authority' content sprint.

Since LLMs already know who you are but don't recommend you for solutions, you must feed them structured data linking your brand to specific 'attack surface discovery' and 'API hijacking' outcomes.

Optimize for the Fintech Infrastructure Architect persona.

You are currently being ignored for fintech infrastructure queries; creating documentation that addresses certificate protection and HTTPS security will capture this underserved, high-value segment.

Increase third-party citations on 'most trusted' security lists.

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

Securing High Risk Web Infrastructure(3 queries)

“best ways to stop api and website hijacking for a crypto exchange, recommend some specific security vendors”

0/4 platforms mentioned

Core

ChatGPT

1.YubiKey

2.DNSSEC

3.Cloudflare DNS

4.AWS Route 53

5.NS1

+61 more

Claude

1.Cloudflare

2.Akamai Kona

3.AWS Shield Advanced

4.Imperva

5.Apigee

+21 more

Gemini

1.Google Authenticator

2.YubiKeys

3.Cloudflare

4.Akamai

5.Salt Security

+5 more

AI Overviews

1.StackHawk

“how to secure web infrastructure for a fintech company, what products should i buy”

0/4 platforms mentioned

Core

Strategic Enterprise CISO · Chief Information Security Officer (CISO)

ChatGPT

1.Cloudflare Enterprise

2.Akamai Kona

3.Prolexic

4.Fastly

5.Signal Sciences

+39 more

Claude

1.Cloudflare Enterprise

2.Akamai Kona

3.Cloudflare

4.Akamai

5.NETSCOUT Arbor

+12 more

Gemini

1.Cloudflare Magic Transit

2.Akamai Prolexic

3.Catchpoint

4.ThousandEyes

5.Cloudflare WAAP

+12 more

AI Overviews

1.Intersog Israel

2.SentinelOne Singularity Cloud

3.Palo Alto Networks Prisma Cloud

4.Wiz

5.Check Point CloudGuard WAF

+11 more

“what tools help protect enterprise https certificates and prevent bgp hijacking”

0/4 platforms mentioned

Core

ChatGPT

1.Venafi

2.Keyfactor

3.DigiCert

4.DigiCert CertCentral

5.Sectigo

+26 more

Claude

1.Thales Luna HSM

2.Gemalto

3.YubiHSM 2

4.DigiCert CertCentral

5.Venafi Trust Protection Platform

+10 more

Gemini

1.Venafi Trust Protection Platform

2.Venafi

3.AppViewX

4.DigiCert Trust IT

5.DigiCert

+14 more

AI Overviews

1.Gartner

2.DigiCert Trust Lifecycle Manager

3.Keyfactor Command

4.Sectigo Certificate Manager

5.Venafi TLS Protect

+12 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.

5 Best API Security Solutions for 2026 - StackHawk

stackhawk.com

Crosslayer Labs

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Cybersecurity

Start gettingrecommended by AI.

Frequently asked questions

Crosslayer Labs

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

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.