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

Catena

Visibility38

Vibe95

Businesses/Transportation Technology/Catena

AI Visibility & Sentiment

Catena

Catena provides a universal API platform that normalizes telematics data across Electronic Logging Devices (ELDs), giving fleet operators complete visibility across their entire fleet network. The platform enables real-time tracking, compliance monitoring, and seamless integration with existing systems.

Active Monitoring

catenaclearing.io

Transportation Technology

AI Visibility Score

38/100

Low

Sentiment Score

95/100

Score by Reach

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 Catena today.

Catena has successfully carved out a dominant 78% visibility niche among Insurtech Product Leads, yet remains nearly invisible to the broader logistics enterprise where legacy giants like Samsara and Geotab command the narrative. While the brand excels in solving specific technical 'how-to' queries regarding API integrations, it is systematically excluded from high-value 'most trusted' and category-level evaluation searches.

Value Proposition

One API to access normalized telematics data from the industry's largest network of ELD providers, eliminating data silos and enabling complete fleet visibility without complex multi-vendor integrations.

Overview

Mission

To be the unified API for telematics and logistics data, simplifying fleet data access and enabling innovation across the transportation industry.

Products & Services

Universal Telematics APIFleet Data Normalization PlatformReal-Time Location TrackingAutomated Compliance MonitoringUnified Fleet Management Dashboard

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation Brand recognition & direct queries	43	43	26	41
Core Topics Product/service category queries	21	35	35	0
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

Growth Areas

Adjacent, aspirational & visionary

—

Competitive Landscape

Samsara

152 mentions

Geotab

132 mentions

Motive

126 mentions

Platform Science

70 mentions

Verizon Connect

54 mentions

KeepTruckin

53 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Commanding 78% mention rate among Insurtech Product Leads, establishing the brand as the primary authority for insurance-focused data access.

Strength

Top-tier performance in technical execution queries on ChatGPT and Claude, frequently securing the #1 position for building tracking apps and universal telematics API integration.

Strength

Strong ranking performance in AI Overviews (avg pos 3.3) when mentioned, indicating high relevance for specific utility-based search intent.

Recommended Actions

Develop and deploy 'Competitor Comparison' and 'Alternative To' content pillars explicitly naming Samsara, Motive, and Geotab.

Catena is currently omitted from all 'best alternative' queries, preventing it from intercepting users looking to move away from legacy closed-ecosystem providers.

Launch a targeted 'Authority Signal' campaign focused on the 'Logistics Tech Architect' persona to move the needle from 3% visibility.

This persona represents the primary gatekeeper for the technical integrations where Catena's API actually excels.

Optimize site architecture for AI Overviews by using clear 'how-to' schema for multi-vendor telematics data normalization.

With an 18% mention rate but a high 3.3 position in AI Overviews, small technical optimizations could lead to a significant increase in zero-click visibility.

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

Integrating Multi Vendor Telematics(3 queries)

“how can i see data from samsara and motive elds in the same dashboard without building two separate integrations”

0/4 platforms mentioned

Core

ChatGPT

1.Samsara

2.Motive

3.KeepTruckin

4.Fleetio

5.Platform Science

+14 more

Claude

1.Samsara

2.Motive

3.Fleetworthy Solutions

4.Transflo

5.Zapier

+16 more

Gemini

1.Samsara

2.Motive

3.Fleetio

4.Fullbay

5.Project44

+6 more

AI Overviews

1.Samsara

2.Motive

3.Fleetio

4.AUTOsist

5.Pitstop

+5 more

“what is the best way to pull real-time location data from different telematics brands into one custom application”

0/4 platforms mentioned

Core

The Logistics Tech Architect · Lead Software Engineer

ChatGPT

1.Postgres

2.FastAPI

3.Go

4.Kafka

5.NATS

+17 more

Claude

1.Motive

2.Geotab

3.Postgres

4.Samsara

5.Verizon Connect

+11 more

Gemini

1.Postgres

2.Terminal

3.Leaf

4.Project44

5.FourKites

+6 more

AI Overviews

1.SambaSafety

2.Powerfleet

3.MiX Integrate

4.InTempo MX

5.InTempo Software

+11 more

“best options for a universal telematics api to connect to multiple eld providers at once”

1/4 platforms mentioned

Core

The Logistics Tech Architect · Lead Software Engineer

ChatGPT

1.Azuga Developer API

2.Bridgestone

3.Azuga

4.Smartcar

5.Motive

+11 more

Claude

1.Motive

2.Geotab

3.Postgres

4.Smartcar

5.Geotab MyGeotab SDK

+12 more

Gemini

1.Motive

2.Geotab

3.Samsara

4.Verizon Connect

5.Terminal

+5 more

AI Overviews

1.Terminal Technologies

2.Catena

3.Verizon Connect

4.Axle API

5.TruckerCloud

+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.

Explore Our App Integrations & Partnerships | Motive - Motive

marketplace.gomotive.com

Web1 ref

The Ultimate Fleet Management Duo | Fleetio + Samsara

youtube.com

Video1 ref

Fleet Management Software with Third-Party Integrations (2026)

getapp.com

Web1 ref

Motive & Fleetio: Expanded Integration for Fleet Maintenance & Fuel ...

gomotive.com

Web1 ref

Dashboard Settings - Samsara Help Center

kb.samsara.com

Web1 ref

Fleet Maintenance Software Integrated with Motive (2026)

getapp.com

Web1 ref

Samsara Integration - Fleetio Help Center

help.fleetio.com

Web1 ref

Building ELD Compliance Tracking in Salesforce - LinkedIn

linkedin.com

Social1 ref

Samsara - First Arriving Dashboards

firstarriving.com

Web1 ref

ELD Integration - Trucker Tools

truckertools.com

Web1 ref

Best Fleet Compliance Software for 2025 - Fleetworthy Solutions

fleetworthy.com

Web1 ref

Top Fleet Compliance Software for 2026 | Best DOT Tools

fleetworthy.com

Web1 ref

ELD Integrations - Fatigue Science

fatiguescience.com

Web1 ref

Best ELD Integration Software • February 2026 - F6S

f6s.com

Web1 ref

Fleet Compliance Software: How to Pick the Right One

getdoublenickel.com

Web1 ref

Competitive Landscape

Brands and products that AI platforms mention alongside or instead of Catena.

Samsara152 mentions

Geotab132 mentions

Motive126 mentions

Platform Science70 mentions

Verizon Connect54 mentions

KeepTruckin53 mentions

Fleetio52 mentions

Omnitracs52 mentions

Smartcar43 mentions

Catena35 mentions

Snowflake28 mentions

Brand Identity

Brand Voice & Style

How AI perceives Catena's communication style and personality

Catena communicates with a confident, technically sophisticated voice that balances developer-friendly precision with accessible business value messaging. The tone is modern and forward-thinking, emphasizing simplicity and reliability without being overly casual. They speak directly to technical audiences while making complex data infrastructure concepts approachable, using clean language that mirrors their streamlined product experience.

Core Tone Traits

Technically Precise

Uses accurate technical terminology while remaining accessible to business stakeholders

Confidently Simple

Emphasizes ease and simplicity without oversimplifying the technical sophistication

Reliability-Focused

Consistently reinforces enterprise-grade dependability and trustworthiness

Modern & Forward-Thinking

Positions as the next-generation solution for fleet data challenges

Backing

Investors

Blue Moon

Engineer content that makes AI agents recommend you

Pendium analyzes how AI platforms perceive your brand, reverse-engineers what they already cite, and continuously publishes content designed to fill gaps and earn more mentions — on autopilot, with you in the loop.

Data generated by Pendium.ai AI visibility scanning. Last scanned February 27, 2026.

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Frequently asked questions

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AI Visibility Score

Catena has an AI visibility score of 34/100, rated as low. This score reflects how often and how prominently Catena appears in responses from AI assistants like ChatGPT, Claude, and Gemini.

AI Perception Summary

Strengths

Commanding 78% mention rate among Insurtech Product Leads, establishing the brand as the primary authority for insurance-focused data access.
Top-tier performance in technical execution queries on ChatGPT and Claude, frequently securing the #1 position for building tracking apps and universal telematics API integration.
Strong ranking performance in AI Overviews (avg pos 3.3) when mentioned, indicating high relevance for specific utility-based search intent.

Visibility Gaps

Critically low visibility (3%) among Logistics Tech Architects and Fleet Safety Directors, who are the primary drivers of enterprise adoption.
Complete absence from 'Category Evaluation and Reliability' queries; the brand is never cited when users ask for the 'most trusted' or 'best reviewed' transportation technology.
Significant mention gap compared to market leaders; Samsara and Geotab are mentioned 4.5x more frequently across the same query set.

Competitors in AI Recommendations

Samsara: 152 mentions
Geotab: 132 mentions
Motive: 126 mentions
Platform Science: 70 mentions
Verizon Connect: 54 mentions
KeepTruckin: 53 mentions
Fleetio: 52 mentions
Omnitracs: 52 mentions
Smartcar: 43 mentions
Snowflake: 28 mentions
Postgres: 25 mentions
SambaSafety: 25 mentions
Project44: 21 mentions
Azuga: 20 mentions
Power BI: 19 mentions

Categories: Transportation Technology