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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E3 Group

Visibility0

Vibe63

Businesses/Logistics and Supply Chain/E3 Group

AI Visibility & Sentiment

E3 Group

E3 Group is a specialized AI technology firm that accelerates digital transformation within the logistics and freight brokerage industries. They build and deploy autonomous, policy-bounded AI agents that convert static standard operating procedures into active workflows for load matching, carrier negotiations, and customer service.

Active Monitoring

e3group.ai

Logistics and Supply Chain Startups

AI Visibility Score

0/100

Invisible

Sentiment Score

63/100

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 E3 Group today.

E3 Group is currently absent from the critical AI-driven conversations shaping the modern logistics landscape, failing to appear in any core discovery queries where industry leaders like Project44 and Parade dominate. While the brand is recognized in direct 'vibe check' inquiries, it remains invisible to high-intent logistics executives and technical leads seeking freight automation solutions. This creates a significant, untapped competitive opportunity to capture market share by pivoting from brand awareness to authoritative solution-led visibility.

Working in your favor

Successful brand recognition and 'vibe check' identification across ChatGPT, Claude, and Gemini

Consistent presence when users specifically search for E3 Group by name

Gaps to close

Zero visibility in high-intent queries regarding freight automation and AI agent implementation

Total absence in technical evaluation and enterprise digital transformation strategy searches

Failure to capture interest from key personas including the Strategic Logistics Executive and Operations Automation Manager

Opportunities

Establishing authority in the freight brokerage technology and digital transformation discourse

Positioning E3 Group as a reliable alternative to legacy freight platforms within LLM knowledge bases

Creating high-value, structured content that specifically addresses AI vendor evaluation criteria for logistics

Highest-Impact Actions

Develop and syndicate authoritative 'AI for Freight' thought leadership content

The data shows competitors are winning on technical strategy queries; publishing content that answers how to modernize freight operations will trigger LLM association with these high-intent searches.

Optimize digital footprint for enterprise logistics decision-maker personas

Currently, the brand is invisible to critical roles like the Operations Automation Manager; aligning messaging with the specific pain points of these personas is required to break into query results.

Produce comparative 'vendor evaluation' assets

By directly addressing how to evaluate logistics AI vendors, E3 Group can position itself as an industry authority, filling the gap where users are currently finding competitor solutions.

Value Proposition

E3 Group offers 'policy-bounded' automation that allows firms to own their 'agentic edge' while maintaining total sovereignty over their proprietary freight intelligence and rate data.

Overview

Mission

To automate enterprise deployments, delivering faster, cheaper AI implementations while maintaining high quality and ensuring customers retain total control over their proprietary intelligence.

Products & Services

Digitized Operations ManualsCustom Freight AI AgentsComplete Stack IntegrationProprietary Data Training

Current State

Visibility Landscape

A high-level view of how E3 Group 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	—
Core5q Product/service category queries	0	0	0	—
Growth Areas4q Adjacent, aspirational & visionary	0	0	0	—

Competitive Landscape

Project4447 mentions

Parade40 mentions

Greenscreens.ai32 mentions

FourKites25 mentions

Snowflake23 mentions

MercuryGate23 mentions

Loadsmart20 mentions

McLeod19 mentions

Databricks17 mentions

Turvo17 mentions

E3 Group0 mentions

Analysis

Insights & Recommended Actions

What's working, what's not, and specific steps to improve E3 Group's AI visibility.

Key Findings

Strength

Successful brand recognition and 'vibe check' identification across ChatGPT, Claude, and Gemini

Strength

Consistent presence when users specifically search for E3 Group by name

Gap

Zero visibility in high-intent queries regarding freight automation and AI agent implementation

Recommended Actions

Develop and syndicate authoritative 'AI for Freight' thought leadership content

The data shows competitors are winning on technical strategy queries; publishing content that answers how to modernize freight operations will trigger LLM association with these high-intent searches.

Optimize digital footprint for enterprise logistics decision-maker personas

Currently, the brand is invisible to critical roles like the Operations Automation Manager; aligning messaging with the specific pain points of these personas is required to break into query results.

Produce comparative 'vendor evaluation' assets

By directly addressing how to evaluate logistics AI vendors, E3 Group can position itself as an industry authority, filling the gap where users are currently finding competitor solutions.

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

Freight Automation & AI Agent Implementation(3 queries)

“what are the best custom freight ai agents i can implement to handle carrier negotiations”

0/3 platforms mentioned

Core

ChatGPT

1.Project44

2.Pando

3.Freightify (ravenAI)

4.Fretron

5.cargo.one

+5 more

Claude

1.Uber Freight

2.Flexport

3.project44

4.Loadsmart

5.FreightWaves SONAR

+11 more

Gemini

1.Keelvar (Sourcing Optimizer)

2.project44 (Intelligent Transportation Management)

3.Pactum (Value-Function Negotiation)

4.Maersk

5.Emerge (ProcureOS, Emerge AI, Rate Pulse, Dynamic RFP, Scenario Builder)

+2 more

“recommend software that can turn my team's operations manuals into active digital workflows”

0/3 platforms mentioned

Core

ChatGPT

1.Tallyfy

2.Kissflow

3.ServiceNow

4.Process Street

5.Zapier

+1 more

Claude

1.Process Street

2.Notion (Notion AI)

3.Trainual

4.Pipefy

5.Tallyfy

+5 more

Gemini

1.Process Street

2.Trainual

3.SweetProcess

4.Keeni

5.Whale

“which platforms offer complete stack integration for freight brokerages wanting to adopt ai”

0/3 platforms mentioned

Core

ChatGPT

1.Rose Rocket (TMS.ai)

2.McLeod Software

3.Chain

4.FreightPOP

5.ARK TMS

+6 more

Claude

1.Turvo

2.MoLo

3.Arrive Logistics

4.Freight Tiger

5.project44

+14 more

Gemini

1.Tai TMS

2.MVMNT

3.Wave TMS

4.Alvys

5.McLeod

+10 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.

Project44 Launches Ai Freight Procurement Agent For Automated Sourcing

indexbox.io

E3 Group

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 Logistics and Supply Chain

Start gettingrecommended by AI.

Frequently asked questions

E3 Group

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 Logistics and Supply Chain

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.