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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Zeno

Visibility0

Vibe50

Businesses/Electric Vehicles/Zeno

AI Visibility & Sentiment

Zeno

Zeno is an electric mobility company that manufactures high-performance, versatile electric bikes designed for both personal and commercial use. Their flagship Emara model features robust load-carrying capabilities, long-range battery options, and flexible ownership models to suit diverse rider needs.

Active Monitoring

zeno.earth

Electric Vehicles

AI Visibility Score

0/100

Invisible

Sentiment Score

50/100

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 Zeno today.

Zeno currently maintains a near-total invisibility across the primary AI-driven discovery ecosystem, allowing competitors like Bosch and Specialized to dominate the conversation for high-performance e-bike buyers. While the market is actively seeking reliable delivery and heavy-load solutions, Zeno’s absence from these AI platforms ensures that potential customers remain unaware of the brand's unique value proposition.

Working in your favor

No current competitive advantages identified in the AI landscape; the brand is essentially a blank slate for future positioning.

Gaps to close

Complete failure to appear in queries regarding heavy-duty delivery solutions and high-capacity commuting.

Absence from critical buyer research phases, including performance durability and flexible ownership model comparisons.

Zero brand recognition within the Practical Urban Commuter and Logistics Fleet Manager personas.

Opportunities

Capture immediate share-of-voice by optimizing content for high-intent delivery and high-load capacity search queries.

Establish authoritative technical documentation that AI models can ingest to answer comparative questions about durability.

Develop dedicated thought leadership on battery subscription versus purchase models to position Zeno as an expert in the ownership landscape.

Highest-Impact Actions

Implement a technical SEO content strategy focused on 'heavy-load' and 'delivery-grade' e-bike use cases.

The data confirms that users are actively searching for robust commuting solutions where Zeno is currently non-existent.

Publish AI-optimized comparative guides addressing the trade-offs between battery subscriptions and direct ownership.

Users are looking for guidance on ownership models, providing a clear path for Zeno to become the preferred educational resource.

Seed high-quality, descriptive product data across industry-standard databases and review platforms.

AI models rely on aggregated third-party data to build brand entities; improving this data presence will trigger recognition in 'brand vibe check' queries.

Value Proposition

Zeno offers a 'power meets personality' approach, combining heavy-duty performance specs like 250kg load capacity and 30-degree grade climbing with flexible ownership, subscription, and pay-as-you-go battery models.

Overview

Mission

To provide full ownership to complete flexibility, ensuring power meets your style.

Products & Services

Emara Electric BikeEmara ADV Electric BikeZeno Mobile AppBattery Subscription ServicesPay-As-You-Go Charging

Current State

Visibility Landscape

A high-level view of how Zeno 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 Zeno? What do they do and what's their reputation?”	Yes	Yes	Yes	Yes
Core3q Product/service category queries	0	0	0	0
“best electric bikes for delivery riders that can carry heavy gear, which ones are the most reliable”	—	No	No	No
“most reliable high-performance electric bike brands in the market right now”	No	No	No	No
“i need an e-bike for commuting that has high load capacity, any recommendations for rugged models”	No	No	No	No
Growth Areas2q Adjacent, aspirational & visionary	0	0	0	0
“is it better to buy an e-bike or use a battery subscription service, how do the costs compare”	No	No	No	No
“how can i find an electric bike that is actually good at climbing steep hills, what specs should i look for”	No	No	No	No

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

Yes

“best electric bikes for delivery riders that can carry heavy gear, which ones are the most reliable”

—

“most reliable high-performance electric bike brands in the market right now”

“i need an e-bike for commuting that has high load capacity, any recommendations for rugged models”

“is it better to buy an e-bike or use a battery subscription service, how do the costs compare”

“how can i find an electric bike that is actually good at climbing steep hills, what specs should i look for”

Competitive Landscape

Bosch

27 mentions

Aventon

14 mentions

Specialized

13 mentions

Tern

12 mentions

Shimano

11 mentions

Trek

10 mentions

Lectric

9 mentions

Rad Power Bikes

8 mentions

HOVSCO

8 mentions

Riese & Müller

7 mentions

Zeno

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

No current competitive advantages identified in the AI landscape; the brand is essentially a blank slate for future positioning.

Gap

Complete failure to appear in queries regarding heavy-duty delivery solutions and high-capacity commuting.

Gap

Absence from critical buyer research phases, including performance durability and flexible ownership model comparisons.

Recommended Actions

Implement a technical SEO content strategy focused on 'heavy-load' and 'delivery-grade' e-bike use cases.

The data confirms that users are actively searching for robust commuting solutions where Zeno is currently non-existent.

Publish AI-optimized comparative guides addressing the trade-offs between battery subscriptions and direct ownership.

Users are looking for guidance on ownership models, providing a clear path for Zeno to become the preferred educational resource.

Seed high-quality, descriptive product data across industry-standard databases and review platforms.

AI models rely on aggregated third-party data to build brand entities; improving this data presence will trigger recognition in 'brand vibe check' queries.

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

Heavy Duty Commuting And Delivery Solutions(2 queries)

“best electric bikes for delivery riders that can carry heavy gear, which ones are the most reliable”

0/3 platforms mentioned

Core

Claude

1.Riese & Müller

2.Multitinker

3.Bosch

4.Lectric

5.XPedition 2.0

+2 more

Gemini

1.Lectric XPedition 2.0

2.Aventon Abound LR

3.Rad Power Bikes RadWagon 5

4.Specialized Globe Haul LT

5.Tern Quick Haul Long D9

+3 more

AI Overviews

1.Bosch

2.Gates

3.Magura

4.Electrek

5.Aventon

+5 more

“i need an e-bike for commuting that has high load capacity, any recommendations for rugged models”

0/4 platforms mentioned

Core

The Practical Urban Commuter · Daily Office Commuter

ChatGPT

1.Yuba Supercargo CL

2.Bosch Cargo Line

3.Velotric Packer 1

4.Tern GSD S10

5.Urban Arrow Family

+3 more

Claude

1.Rad Power Radster Trail

2.Ride1Up Vorsa

3.Surly Skid Loader

4.Bosch

Gemini

1.Velotric Nomad 2X

2.Mokwheel Onyx

3.Aventon Aventure 3

4.Ride1Up Vorsa

5.Lectric XP Trike 2

AI Overviews

1.Electric Bike Review

2.HOVSCO

3.Bosch

4.Gates

5.Magura

+5 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.

11 Best E-Bikes for Delivery Riders in 2026 (DoorDash & Uber Eats)

boltbikers.com

Zeno

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Zeno

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

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.