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 Budget Entertaining Food & Drink Wine

AI Visibility Score

38/100

Low

Sentiment Score

95/100

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

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.

Working in your favor

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.

Gaps to close

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.

Opportunities

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

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.

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

Highest-Impact 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.

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 priority level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Brand recognition & direct queries	70	70	70	70
“What do you know about Catena? What do they do and what's their reputation?”	Yes	Yes	Yes	#10
Core6q Product/service category queries	95	95	60	70
“how can i see data from samsara and motive elds in the same dashboard without building two separate integrations”	#4	#1	No	No
“how to automate compliance monitoring for a fleet that uses five different eld brands, what tools should i look at”	#1	#1	#4	#2
“i'm building a tracking app for shippers and need a single api for truck telematics, what should i use”	#1	#1	#11	#1
“what is the best way to pull real-time location data from different telematics brands into one custom application”	#1	#1	#5	#4
“best options for a universal telematics api to connect to multiple eld providers at once”	#1	#5	#2	#2
“recommend some platforms for fleet data normalization so my reporting isn't a mess”	#2	#1	No	No
Growth Areas4q Adjacent, aspirational & visionary	72	87	87	0
“most trusted transportation technology companies for fleet data integration in 2026”	#10	#6	#2	No
“how can an insurance company get access to driving behavior data from multiple different eld systems easily”	#2	#3	#4	No
“what are the best alternatives to using samsara or geotab directly if i need more flexible data access”	#3	#2	#10	No
“best reviewed fleet data normalization platforms for large logistics companies, specific brands please”	#22	#7	#2	No

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

Yes

#10

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

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

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

#11

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

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

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

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

#10

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

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

#10

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

#22

Competitive Landscape

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

Catena

35 mentions

Snowflake

28 mentions

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

Catena

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Catena

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.