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.

Roadmap Pricing

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NoTraffic Ltd.

Visibility64

Vibe98

Businesses/Smart City Infrastructure and Technology/NoTraffic Ltd.

AI Visibility & Sentiment

NoTraffic Ltd.

NoTraffic provides an AI-powered autonomous traffic management platform that transforms traditional signalized intersections into a cloud-connected digital grid. The company specializes in the digitization of urban infrastructure to optimize traffic flow, enhance safety, and prepare cities for the era of connected and autonomous vehicles.

Active Monitoring

notraffic.com

Smart City Infrastructure and Technology

AI Visibility Score

64/100

Good

Sentiment Score

98/100

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 NoTraffic Ltd. today.

NoTraffic Ltd. dominates the AI narrative for legacy traffic modernization, consistently securing top-tier positions across major AI platforms as the premier choice for infrastructure upgrades. While the brand is a clear leader in operational, performance-driven search queries, it lacks a strong, authoritative footprint in broader smart city strategic planning and long-term vendor vetting discussions.

Working in your favor

Top-tier visibility in 'Infrastructure Modernization' queries on AI Overviews and ChatGPT, frequently ranking as the #1 or #2 choice.

Strong brand recognition for the 'Infrastructure Modernization Strategist' and 'Technical Procurement Analyst' personas.

High-authority positioning for autonomous traffic management and congestion reduction, especially within AI Overviews.

Gaps to close

Significant visibility drop-off in broad 'Vendor Comparison' and 'Trust Evaluation' queries compared to legacy competitors like Miovision and Iteris.

Inconsistent presence in scalability and smart city integration discussions, where the brand frequently fails to appear in initial results.

Weak presence in 'Adjacent' query categories, limiting market expansion outside of immediate infrastructure upgrades.

Opportunities

Develop thought leadership content focused on city-wide Mobility OS scalability to capture search traffic for integration-based queries.

Optimize web assets for 'Vendor Evaluation' criteria to move from a specialized upgrade tool to a foundational smart city partner.

Strengthen presence in 'Aspirational' smart city technology discussions to influence municipal decision-makers earlier in the buying cycle.

Highest-Impact Actions

Create dedicated 'Vendor Comparison' resources that directly address top competitor benchmarks.

Data shows users are searching for alternatives to Miovision and Iteris; providing direct value-based comparisons will capture high-intent traffic.

Publish technical whitepapers on 'Centralized Mobility OS Integration' and 'Scalable Traffic Infrastructure'.

NoTraffic is currently missing from strategic planning queries; addressing integration and scalability will build authority for larger-scale, long-term city contracts.

Develop a structured 'Trust and Reliability' content module for the website.

The brand is frequently omitted from 'reliable provider' search queries, indicating a need for more robust social proof and trust-signaling content in AI-friendly formats.

Value Proposition

NoTraffic utilizes a software-defined infrastructure approach that allows cities to deploy new traffic capabilities as apps via a digital store, enabling rapid installation without replacing existing hardware and reducing congestion by up to 50%.

Overview

Mission

To digitize the backbone of transportation – our urban intersections – to usher in true mobility.

Products & Services

NoTraffic AI Mobility PlatformNoTraffic Nexus (OMNI)Mobility OSNoTraffic Mobility Store

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Sentiment when asked about the brand directly	—	100	100	100
“What do you know about NoTraffic Ltd.? What do they do and what's their reputation?”	—	Positive	Positive	Positive
Core5q Product/service category queries	63	79	74	92
“what are the best ai-powered platforms to upgrade legacy traffic signal hardware without replacing everything”	#1	#1	#1	#1
“who are the most reliable providers for smart city traffic intersection technology in north america right now”	No	No	#9	#7
“recommend software platforms for managing traffic intersections that support connected and autonomous vehicle data”	—	#3	No	#1
“best autonomous traffic management tools for reducing congestion in urban areas”	#8	#2	#1	#1
“what are the top alternatives to miovision and iteris for AI-based traffic signal control”	—	#3	#5	#3
Growth Areas2q Adjacent, aspirational & visionary	44	0	47	56
“what kind of mobility os or centralized platforms should a city use to deploy new transport apps”	No	No	#6	No
“what should we look for when choosing an autonomous traffic management provider for a municipality”	#7	No	No	#3

“What do you know about NoTraffic Ltd.? What do they do and what's their reputation?”

—

Positive

“what are the best ai-powered platforms to upgrade legacy traffic signal hardware without replacing everything”

“who are the most reliable providers for smart city traffic intersection technology in north america right now”

“recommend software platforms for managing traffic intersections that support connected and autonomous vehicle data”

—

“best autonomous traffic management tools for reducing congestion in urban areas”

“what are the top alternatives to miovision and iteris for AI-based traffic signal control”

—

“what kind of mobility os or centralized platforms should a city use to deploy new transport apps”

“what should we look for when choosing an autonomous traffic management provider for a municipality”

Competitive Landscape

NoTraffic Ltd.

27 mentions

Miovision

16 mentions

Iteris

9 mentions

Parquery

7 mentions

Currux Vision

7 mentions

Econolite

7 mentions

Omnisight (FusionSensor)

6 mentions

Kapsch TrafficCom

5 mentions

Kapsch TrafficCom AG

5 mentions

Siemens

5 mentions

Miovision (TrafficLink)

4 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Top-tier visibility in 'Infrastructure Modernization' queries on AI Overviews and ChatGPT, frequently ranking as the #1 or #2 choice.

Strength

Strong brand recognition for the 'Infrastructure Modernization Strategist' and 'Technical Procurement Analyst' personas.

Strength

High-authority positioning for autonomous traffic management and congestion reduction, especially within AI Overviews.

Recommended Actions

Create dedicated 'Vendor Comparison' resources that directly address top competitor benchmarks.

Data shows users are searching for alternatives to Miovision and Iteris; providing direct value-based comparisons will capture high-intent traffic.

Publish technical whitepapers on 'Centralized Mobility OS Integration' and 'Scalable Traffic Infrastructure'.

NoTraffic is currently missing from strategic planning queries; addressing integration and scalability will build authority for larger-scale, long-term city contracts.

Develop a structured 'Trust and Reliability' content module for the website.

The brand is frequently omitted from 'reliable provider' search queries, indicating a need for more robust social proof and trust-signaling content in AI-friendly formats.

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

Traffic Management & Infrastructure Modernization(3 queries)

“what are the best ai-powered platforms to upgrade legacy traffic signal hardware without replacing everything”

4/4 platforms mentioned

Core

ChatGPT

1.NoTraffic (Mobility OS, Nexus OMNI, Mobility Store)

2.In|Sync

3.Rhythm Engineering

4.GridSync

5.Intellisection

+12 more

Claude

1.Flow Labs

2.NoTraffic (NoTraffic Nexus)

3.Parquery

4.SHREDDER

5.Miovision

Gemini

1.NoTraffic

2.NVIDIA (Jetson)

3.Iteris (Vantage Apex)

4.Miovision Adaptive

5.Flow Labs

+3 more

AI Overviews

1.NoTraffic (Nexus)

2.LEOTEK (Interlux AI)

3.Flow Labs (Luminus, Optimus)

4.Currux Vision

5.Omnisight (FusionSensor)

“recommend software platforms for managing traffic intersections that support connected and autonomous vehicle data”

1/3 platforms mentioned

Core

The Infrastructure Modernization Strategist · Director of Traffic Operations

Claude

1.Miovision Adaptive (Miovision One)

2.TomTom

3.Siemens Sitraffic

4.Q-Free MAXTIME Suite

5.TRL Software (UTC, SCOOT, MOVA, TRL)

+3 more

Gemini

1.Miovision (TrafficLink)

2.Iteris (Vantage Fusion)

3.Siemens Mobility (Mobility DataSpace)

4.Kapsch TrafficCom (EcoTrafix)

5.Carnegie Mellon University (Surtrac)

AI Overviews

1.NoTraffic (Mobility OS)

2.Iteris (Vantage CV, VantageARGUS CV)

3.Yunex Traffic (Vehicle2X, Yutraffic Studio, Tactics)

4.Q-Free (Kinetic CV)

5.Econolite (Centracs ATMS)

+2 more

“best autonomous traffic management tools for reducing congestion in urban areas”

2/4 platforms mentioned

Core

The Infrastructure Modernization Strategist · Director of Traffic Operations

ChatGPT

1.Rapid Flow Technologies (Surtrac)

2.Miovision (Miovision Adaptive)

3.Siemens Mobility (Siemens Sitraffic Fusion, Sitraffic Motion)

4.SCATS

5.SCOOT

8.NoTraffic (NoTraffic AI Mobility Platform)

+3 more

Claude

1.Miovision

2.Econolite (Centracs Mobility Platform)

3.PTV Flows

4.CityOS

5.NVIDIA (AGX Orin)

+2 more

Gemini

1.NoTraffic (Mobility OS)

2.Econolite

3.SCOOT

4.SCATS

5.Miovision (Miovision Adaptive)

+3 more

AI Overviews

1.Omnisight FusionSensor

2.Currux Vision

3.Aeva CityOS

4.Kapsch EcoTrafiX™

5.Surtrac

+2 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.

Ai Powered Traffic Management Adopted By Maryland

iotworldtoday.com

NoTraffic Ltd.

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

NoTraffic Ltd.

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

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.