Catena AI Visibility Score: 34/100 — What AI Thinks | Pendium.ai
Pendium
Catena
Catena
Visibility34
Vibe95
Businesses/Transportation Technology/Catena
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
34/100

Low

Sentiment Score
95/100
AI Perception

Summary

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

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.

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
Agent Breakdown

AI Platforms

How often do different AI platforms reference Catena?

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Conversation Analysis

Topics

What conversations is Catena included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Catena to, and when?

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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.

ChatGPTChatGPTClaudeClaudeGeminiGeminiAI OverviewsAI 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

ChatGPTChatGPT
1.Samsara
2.Motive
3.KeepTruckin
4.Fleetio
5.Platform Science

+14 more

ClaudeClaude
1.Samsara
2.Motive
3.Fleetworthy Solutions
4.Transflo
5.Zapier

+16 more

GeminiGemini
1.Samsara
2.Motive
3.Fleetio
4.Fullbay
5.Project44

+6 more

AI OverviewsAI 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

ChatGPTChatGPT
1.Postgres
2.FastAPI
3.Go
4.Kafka
5.NATS

+17 more

ClaudeClaude
1.Motive
2.Geotab
3.Postgres
4.Samsara
5.Verizon Connect

+11 more

GeminiGemini
1.Postgres
2.Terminal
3.Leaf
4.Project44
5.FourKites

+6 more

AI OverviewsAI 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

ChatGPTChatGPT
1.Azuga Developer API
2.Bridgestone
3.Azuga
4.Smartcar
5.Motive

+11 more

ClaudeClaude
1.Motive
2.Geotab
3.Postgres
4.Smartcar
5.Geotab MyGeotab SDK

+12 more

GeminiGemini
1.Motive
2.Geotab
3.Samsara
4.Verizon Connect
5.Terminal

+5 more

AI OverviewsAI Overviews
1.Terminal Technologies
2.Catena
3.Verizon Connect
4.Axle API
5.TruckerCloud

+6 more

Automating Fleet Compliance And Data Flow(2 queries)

“how to automate compliance monitoring for a fleet that uses five different eld brands, what tools should i look at”

1/4 platforms mentioned

ChatGPTChatGPT
1.Samsara
2.Motive
3.Geotab
4.Garmin
5.KeepTruckin

+24 more

ClaudeClaude
1.Samsara
2.Motive
3.Teletrac Navman
4.Geotab
5.Platform Science

+12 more

GeminiGemini
1.J. J. Keller Encompass
2.Idelic Safety Suite
3.Transflo Velocity
4.TruckerCloud
5.Project44

+6 more

AI OverviewsAI Overviews
1.Fleetworthy Solutions
2.Catena Telematics
3.Fatigue Science
4.Readi
5.Motive

+3 more

“recommend some platforms for fleet data normalization so my reporting isn't a mess”

0/4 platforms mentioned

ChatGPTChatGPT
1.Motive
2.Geotab
3.Samsara
4.Platform Science
5.Trimble Transportation APIs

+11 more

ClaudeClaude
1.Motive
2.Geotab
3.Postgres
4.Smartcar
5.Streamline

+7 more

GeminiGemini
1.Plaid
2.Postgres
3.Smartcar
4.Python
5.Motorq

+16 more

AI OverviewsAI Overviews
1.Azuga
2.Geotab
3.CurveLogic
4.Marketplace
5.Power BI

+11 more

Building Logistics Infrastructure(2 queries)

“i'm building a tracking app for shippers and need a single api for truck telematics, what should i use”

0/4 platforms mentioned

ChatGPTChatGPT
1.Platform Science
2.Trimble Transportation Cloud
3.Omnitracs
4.Geotab
5.Samsara

+8 more

ClaudeClaude
1.Samsara
2.Geotab
3.Motive
4.Freight Validate
5.Axle

+4 more

GeminiGemini
1.Samsara
2.Motive
3.Geotab
4.Terminal
5.Plaid

+4 more

AI OverviewsAI Overviews
1.Samsara
2.Motive
3.Geotab
4.Terminal
5.Axle

+5 more

“how can an insurance company get access to driving behavior data from multiple different eld systems easily”

0/4 platforms mentioned

ChatGPTChatGPT
1.Motive
2.KeepTruckin
3.Geotab
4.Samsara
5.Omnitracs

+11 more

ClaudeClaude
1.Nexar
2.Verisk Telematics
3.Drive Factor
4.Cambridge Mobile Telematics (CMT)
5.Arity

+11 more

GeminiGemini
1.Samsara
2.Motive
3.Geotab
4.Verizon Connect
5.Smartcar

+8 more

AI OverviewsAI Overviews
1.LexisNexis Telematics Exchange
2.Verisk
3.TruckerCloud
4.SambaSafety
5.Motive

+4 more

Category Evaluation And Reliability(3 queries)

“most trusted transportation technology companies for fleet data integration in 2026”

0/4 platforms mentioned

ChatGPTChatGPT
1.Geotab
2.GM
3.Ford
4.Stellantis
5.Samsara

+23 more

ClaudeClaude
1.Samsara
2.Geotab
3.MyGeotab
4.Verizon Connect
5.Verizon

+15 more

GeminiGemini
1.Samsara
2.Geotab
3.Motive
4.KeepTruckin
5.Platform Science

+15 more

AI OverviewsAI Overviews
1.Geotab
2.MyGeotab
3.Samsara
4.Verizon Connect
5.RTA Fleet Management Software

+6 more

“what are the best alternatives to using samsara or geotab directly if i need more flexible data access”

0/4 platforms mentioned

ChatGPTChatGPT
1.Samsara
2.Geotab
3.Motive
4.Platform Science
5.Trimble Mobility

+16 more

ClaudeClaude
1.Motive
2.Geotab
3.Smartcar
4.Fleetx
5.MyGeotab SDK

+6 more

GeminiGemini
1.Geotab
2.Samsara
3.Postgres
4.Terminal
5.Motive

+5 more

AI OverviewsAI Overviews
1.Samsara
2.Geotab
3.Flespi
4.Azure
5.Google Cloud

+8 more

“best reviewed fleet data normalization platforms for large logistics companies, specific brands please”

0/4 platforms mentioned

ChatGPTChatGPT
1.Platform Science
2.Geotab
3.Samsara
4.Daimler
5.Volvo

+13 more

ClaudeClaude
1.Motive
2.Geotab
3.Here Mobility
4.HERE Technologies
5.Streamline

+18 more

GeminiGemini
1.Postgres
2.Terminal
3.Terminal.io
4.Motive
5.Geotab

+9 more

AI OverviewsAI Overviews
1.Geotab
2.CurveLogic
3.Samsara
4.Verizon Connect
5.Motive

+3 more

Analysis

Key Insights

What AI visibility analysis reveals about this brand

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.

Gap

Critically low visibility (3%) among Logistics Tech Architects and Fleet Safety Directors, who are the primary drivers of enterprise adoption.

Gap

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.

Gap

Significant mention gap compared to market leaders; Samsara and Geotab are mentioned 4.5x more frequently across the same query set.

Opportunity

Bridge the 'Trust Gap' by pivoting technical documentation into thought leadership that emphasizes reliability and enterprise-grade security to capture 'Category Evaluation' queries.

Opportunity

Exploit the high mention rate in Claude (26% with 2.8 avg pos) by feeding the model more structured case studies on multi-vendor data normalization.

Opportunity

Target the 'Automating Fleet Compliance' territory where visibility is currently inconsistent but rankings are high when they occur.

Technical Health

Site Health for AI Visibility

How well Catena's website is optimized for AI agent discovery and comprehension.

85/100
14 passed 3 warnings 2 issues
Audited 2/27/2026
Crawlability96

Can AI bots find your pages?

Technical96

SSL, mobile, doctype basics

On-Page SEO78

Titles, descriptions, headings

Content Quality60

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG82

Open Graph, Twitter cards

AI Readability100

How well AI can parse your content

Critical Issues

!

Page has no H1 heading

Add a single H1 tag as the main page heading.

!

Content is too thin

Expand your content to at least 300-500 words with valuable information.

Warnings

!

2 render-blocking resource(s) detected

Consider deferring or async-loading non-critical scripts and stylesheets.

!

Title is too short (6 characters)

Expand the title to 50-60 characters with descriptive keywords.

!

Few headings on page

Add more H2 and H3 headings to organize content into sections.

!

Few internal links on this page

Add more internal links to related pages on your site.

!

Missing Open Graph tags for social sharing

Add og:title, og:description, and og:image meta tags.

Want a full technical audit with AI-specific recommendations?

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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

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of Catena

1Samsara152 mentions
2Geotab132 mentions
3Motive126 mentions
4Platform Science70 mentions
5Verizon Connect54 mentions
6KeepTruckin53 mentions
7Fleetio52 mentions
8Omnitracs52 mentions
9Smartcar43 mentions
10Catena35 mentions
11Snowflake28 mentions
Source Intelligence

Citations

Sources that AI assistants cite. Getting featured here improves visibility.

Explore Our App Integrations & Partnerships | Motive - Motive

https://marketplace.gomotive.com/

Referenced in 1 query

Review
The Ultimate Fleet Management Duo | Fleetio + Samsara

https://www.youtube.com/watch?v=rIaGQ0oUed4

Referenced in 1 query

Pitch Story
Fleet Management Software with Third-Party Integrations (2026)

https://www.getapp.com/operations-management-software/fleet-management/f/third-party-integration/

Referenced in 1 query

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

https://gomotive.com/blog/motive-fleetio-integration/

Referenced in 1 query

Review
Dashboard Settings - Samsara Help Center

https://kb.samsara.com/hc/en-us/sections/360009270351-Dashboard-Settings

Referenced in 1 query

Review
Fleet Maintenance Software Integrated with Motive (2026)

https://www.getapp.com/operations-management-software/fleet-tracking/w/keeptruckin/

Referenced in 1 query

Review
Samsara Integration - Fleetio Help Center

https://help.fleetio.com/s/article/Samsara-Integration

Referenced in 1 query

Review
Building ELD Compliance Tracking in Salesforce - LinkedIn

https://www.linkedin.com/pulse/building-eld-compliance-tracking-salesforce-technical-annapareddy-2moec

Referenced in 1 query

Pitch Story
Samsara - First Arriving Dashboards

https://firstarriving.com/integrations/samsara-2/

Referenced in 1 query

Review
ELD Integration - Trucker Tools

https://www.truckertools.com/eld-carrier-integration/

Referenced in 1 query

Review
Best Fleet Compliance Software for 2025 - Fleetworthy Solutions

https://fleetworthy.com/faq/best-fleet-compliance-software/

Referenced in 1 query

Review
Top Fleet Compliance Software for 2026 | Best DOT Tools

https://fleetworthy.com/faq/best-fleet-compliance-software-in-2026/

Referenced in 3 queries

Review
Content Engineering

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.

Impact: High
!

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.

Impact: High
~

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.

Impact: Medium
~

Publish third-party validated reliability metrics and enterprise security certifications.

Catena's failure to appear in 'most trusted' queries suggests LLMs lack the 'trust signals' necessary to recommend the brand for enterprise-scale deployments.

Impact: Medium

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

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