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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Longeye

Visibility0

Vibe75

Businesses/Public Safety Technology/Longeye

AI Visibility & Sentiment

Longeye

Longeye is an AI-powered investigative tool that helps law enforcement agencies analyze massive sets of evidence up to 100 times faster than human analysis. The platform processes video, images, cell phone data, and social media to pinpoint key intelligence that is 100% verifiable and defensible.

Active Monitoring

longeye.com

Public Safety Technology Startups

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Longeye today.

Longeye faces a critical discovery paradox: while AI models successfully identify the brand in direct 'vibe checks,' they systematically exclude it from every mission-critical solution query across the public safety landscape. This total absence in high-intent searches for digital evidence and case management allows incumbents like Axon and Cellebrite to monopolize the narrative, despite the models having foundational knowledge of Longeye's existence.

Working in your favor

High baseline brand awareness in direct queries, indicating that LLMs have successfully crawled Longeye's core identity and descriptive data.

Neutral to positive sentiment retention within the underlying model training data, providing a clean slate for future optimization.

Gaps to close

Total lack of association with high-stakes keywords such as 'body cam footage,' 'legal defensibility,' and 'automated police reporting.'

Zero visibility among the 'Strategic Law Enforcement Executive' and 'Digital Forensics Technical Lead' personas, who are currently being steered toward Axon and Magnet Forensics.

Complete absence in AI Overviews, meaning Longeye is missing the primary 'top-of-funnel' discovery mechanism for modern public safety procurement.

Opportunities

Exploit the 'Legal Defensibility' query gap where competitors are less entrenched by publishing white papers on verifiable AI architectures.

Target the 'mountain of body cam footage' problem-space with specific technical documentation to displace BriefCam's current recommendation dominance.

Leverage the brand's existing #1 rank in vibe checks to bridge the gap into functional recommendations through structured data and workflow-based content.

Highest-Impact Actions

Execute a 'Problem-Solution' content blitz focused on Digital Evidence Analysis and Case Management.

Longeye is currently invisible for the very problems it solves; creating content that explicitly links Longeye to 'accelerating digital evidence' is required to trigger LLM recommendation logic.

Develop and publish a 'Legal Defensibility Framework' for Investigative AI.

Legal and ethical AI is a critical query category where no brand has a monopoly; owning this narrative will capture the attention of the 'Strategic Law Enforcement Executive' persona.

Optimize technical documentation for LLM ingestion via structured Schema.org markup.

Since models already 'know' the brand, the issue is a lack of structured data connecting Longeye to specific forensic and investigative capabilities.

Value Proposition

Find critical evidence 100x faster with AI-powered analysis that delivers verifiable, defensible intelligence directly linked to original sources, helping investigators close more cases before trails go cold.

Overview

Mission

Engineering modern justice by working side-by-side with police to find solutions that make a genuine difference to modern investigation, accelerating justice and protecting communities.

Products & Services

AI-powered evidence analysis platformVideo and image intelligence extractionCell phone and social media data processingAutomated case report generationEvidence verification and source linking

Current State

Visibility Landscape

A high-level view of how Longeye 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 Longeye? What do they do and what's their reputation?”	#1	#1	#1	#1
Core5q Product/service category queries	0	0	0	0
“i've got a mountain of body cam and social media footage to get through for a case, any ai tools to help me find the key moments fast?”	No	No	No	No
“what should i look for in investigative ai to make sure the evidence holds up in court”	No	No	No	No
“best ai tools for generating police case reports from digital evidence”	—	No	No	No
“most trusted public safety technology companies for digital forensics and evidence analysis”	No	No	No	No
“how can a detective process thousands of cell phone records quickly without doing it manually, what specific software should i look at”	No	No	No	No
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

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

“i've got a mountain of body cam and social media footage to get through for a case, any ai tools to help me find the key moments fast?”

“what should i look for in investigative ai to make sure the evidence holds up in court”

“best ai tools for generating police case reports from digital evidence”

—

“most trusted public safety technology companies for digital forensics and evidence analysis”

“how can a detective process thousands of cell phone records quickly without doing it manually, what specific software should i look at”

Competitive Landscape

Cellebrite

19 mentions

Axon

17 mentions

Axon Evidence

15 mentions

Magnet AXIOM

14 mentions

Magnet Forensics

14 mentions

Palantir

11 mentions

Palantir Gotham

11 mentions

BriefCam

10 mentions

Cellebrite UFED

9 mentions

Veritone

8 mentions

Longeye

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

High baseline brand awareness in direct queries, indicating that LLMs have successfully crawled Longeye's core identity and descriptive data.

Strength

Neutral to positive sentiment retention within the underlying model training data, providing a clean slate for future optimization.

Gap

Total lack of association with high-stakes keywords such as 'body cam footage,' 'legal defensibility,' and 'automated police reporting.'

Recommended Actions

Execute a 'Problem-Solution' content blitz focused on Digital Evidence Analysis and Case Management.

Longeye is currently invisible for the very problems it solves; creating content that explicitly links Longeye to 'accelerating digital evidence' is required to trigger LLM recommendation logic.

Develop and publish a 'Legal Defensibility Framework' for Investigative AI.

Legal and ethical AI is a critical query category where no brand has a monopoly; owning this narrative will capture the attention of the 'Strategic Law Enforcement Executive' persona.

Optimize technical documentation for LLM ingestion via structured Schema.org markup.

Since models already 'know' the brand, the issue is a lack of structured data connecting Longeye to specific forensic and investigative capabilities.

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

Accelerating Digital Evidence Analysis(2 queries)

“i've got a mountain of body cam and social media footage to get through for a case, any ai tools to help me find the key moments fast?”

0/4 platforms mentioned

Core

ChatGPT

1.Microsoft Azure Video Indexer

2.Google Cloud Video Intelligence

3.Amazon Rekognition

4.Amazon Transcribe

5.S3

+41 more

Claude

1.Axon Evidence

2.Taser

3.Motorola Solutions

4.Evidence.com

5.Twelve Labs Pegasus

+6 more

Gemini

1.Veritone Media

2.AWS Rekognition

3.Google Cloud Video Intelligence API

4.Microsoft Azure Video Indexer

5.Rev.com

+4 more

AI Overviews

1.Veritone

2.Illuminate

3.Redact

4.Axon Evidence

5.Axon

+3 more

“how can a detective process thousands of cell phone records quickly without doing it manually, what specific software should i look at”

0/4 platforms mentioned

Core

The Strategic Law Enforcement Executive · Chief of Police

ChatGPT

1.Evidence.com

2.Cellebrite Pathfinder

3.Cellebrite

4.Magnet AXIOM

5.Magnet Forensics

+24 more

Claude

1.Cellebrite UFED Enterprise

2.Palantir Gotham

3.IBM i2 Analyst's Notebook

4.Nuix Investigate

5.AT&T

+4 more

Gemini

1.Cellebrite UFED

2.Cellebrite

3.Cellebrite Physical Analyzer

4.Magnet Forensics AXIOM

5.MSAB XRY

+5 more

AI Overviews

1.CellHawk

2.LeadsOnline

3.Accurint TraX

4.LexisNexis

5.NightHawk

+6 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.

How AI-Powered Object Detection Is Reshaping Defense - Digitaldividedata.com

digitaldividedata.com

Longeye

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 Public Safety Technology

Start gettingrecommended by AI.

Frequently asked questions

Longeye

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 Public Safety Technology

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.