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

Piston

Visibility29

Vibe100

Businesses/Fleet Management & Fuel Technology/Piston

AI Visibility & Sentiment

Piston

Piston provides a modern fleet fuel management solution that eliminates physical fuel cards, reduces fraud through real-time transaction monitoring, and delivers significant fuel savings of up to 40 cents per gallon. Their cardless QR code-based system simplifies fleet operations while providing automated fraud protection and instant rebates at partner stations.

Active Monitoring

usepiston.com

Fleet Management & Fuel Technology

AI Visibility Score

29/100

Low

Sentiment Score

100/100

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 Piston today.

Piston has established a powerhouse presence among tech-forward delivery founders, achieving a nearly perfect 88% mention rate with top-tier rankings in modern cardless fuel system queries. However, the brand is currently invisible to security-conscious managers and cost-cutting operators, leaving a massive opening for competitors like WEX and Fuelman to dominate the fraud prevention and ROI narratives.

Working in your favor

Dominant authority within the Tech-Forward Delivery Founder persona with an 88% mention rate and an average position of 1.6.

High performance on ChatGPT (50% mention rate) and consistent #1 rankings for cardless fuel system modernization queries.

Strong sentiment across all platforms, indicating that when Piston is mentioned, it is positioned as a premium, reliable solution.

Gaps to close

Complete lack of visibility (0% mention rate) for the Security-Conscious Logistics Manager and Cost-Cutting Owner-Operator personas.

Failure to appear in high-intent queries regarding fuel fraud prevention and specific fuel savings program searches.

Significantly lower footprint in Google AI Overviews compared to chat-based LLMs, limiting discovery during search-based research.

Opportunities

Bridge the 'modernization' success into 'security' by positioning cardless technology as the primary solution for fraud prevention.

Target the high-volume 'fuel savings' category where competitors like WEX and Fuelman currently capture the majority of mentions.

Optimize technical documentation and case studies to improve citation rates in AI Overviews, which currently lags at 20%.

Highest-Impact Actions

Develop and publish deep-dive content focused on 'Real-time Fraud Prevention' and 'Secure Fleet Payments'.

Piston currently has 0% visibility for security-conscious personas; capturing this narrative is essential to displace incumbents like WEX.

Create optimized 'Value and ROI' landing pages targeting the Cost-Cutting Owner-Operator persona.

LLMs currently fail to associate Piston with fuel savings programs, a gap that competitors are successfully exploiting.

Structure existing cardless tech documentation into 'How-To' guides for setting up automated payment systems.

Piston missed mentions on setup-specific queries despite being a leader in the underlying technology.

Value Proposition

A cardless, QR code-based fuel payment system that combines industry-leading fuel savings (up to 40 cents/gallon), automated real-time fraud protection, and simplified fleet management without the hassle of physical card distribution.

Overview

Mission

To provide the smarter way to fuel your fleet by reducing fuel fraud, maximizing savings, and simplifying fleet management.

Products & Services

Cardless QR code fuel payment systemReal-time fraud detection and preventionFleet fuel savings and rebate programTransaction monitoring dashboardFleet management reporting tools

Current State

Visibility Landscape

A high-level view of how Piston 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	0	0	0	0
“What do you know about Piston? What do they do and what's their reputation?”	No	No	No	No
Core10q Product/service category queries	43	38	38	34
“help me find fuel savings programs for a delivery service with 15 vans”	#1	#1	#3	No
“how do cardless fuel systems for fleets work and which ones are reliable”	#1	#3	#1	#1
“help me set up a fuel payment system that doesn't require mailing plastic cards to drivers, what products should I use”	No	No	No	No
“what are the best real-time fuel monitoring tools to prevent fraud, specific software recommendations please”	—	No	No	No
“how can I lower my trucking company's fuel costs, looking for specific apps or rebate programs”	No	No	No	No
“best alternatives to physical fuel cards for truckers, what specific companies should I look at”	No	No	No	No
“how to stop fuel card skimming and driver theft in my fleet, suggest some tech solutions”	No	No	No	No
“most trusted fleet fuel management companies for small businesses right now”	No	No	No	No
“what is the best way for a small fleet to get fuel discounts at the pump, give me specific brands to check out”	No	No	No	No
“best reviewed fuel management platforms that aren't just the big traditional ones like WEX or Fuelman”	No	No	No	No
Growth Areas2q Adjacent, aspirational & visionary	0	0	0	0
“help me build a fraud prevention plan for my trucking business and tell me what software to buy”	No	No	No	No
“what should I look for when choosing a fuel card or fuel payment provider for my fleet”	No	No	No	No

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

“help me find fuel savings programs for a delivery service with 15 vans”

“how do cardless fuel systems for fleets work and which ones are reliable”

“help me set up a fuel payment system that doesn't require mailing plastic cards to drivers, what products should I use”

“what are the best real-time fuel monitoring tools to prevent fraud, specific software recommendations please”

—

“how can I lower my trucking company's fuel costs, looking for specific apps or rebate programs”

“best alternatives to physical fuel cards for truckers, what specific companies should I look at”

“how to stop fuel card skimming and driver theft in my fleet, suggest some tech solutions”

“most trusted fleet fuel management companies for small businesses right now”

“what is the best way for a small fleet to get fuel discounts at the pump, give me specific brands to check out”

“best reviewed fuel management platforms that aren't just the big traditional ones like WEX or Fuelman”

“help me build a fraud prevention plan for my trucking business and tell me what software to buy”

“what should I look for when choosing a fuel card or fuel payment provider for my fleet”

Competitive Landscape

WEX

11 mentions

Fuelman

8 mentions

Geotab

7 mentions

Piston

7 mentions

Samsara

5 mentions

AtoB

5 mentions

Comdata

4 mentions

WEX Fleet Card

4 mentions

Verizon Connect

3 mentions

Fleetcor

3 mentions

QuickBooks

3 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Dominant authority within the Tech-Forward Delivery Founder persona with an 88% mention rate and an average position of 1.6.

Strength

High performance on ChatGPT (50% mention rate) and consistent #1 rankings for cardless fuel system modernization queries.

Strength

Strong sentiment across all platforms, indicating that when Piston is mentioned, it is positioned as a premium, reliable solution.

Recommended Actions

Develop and publish deep-dive content focused on 'Real-time Fraud Prevention' and 'Secure Fleet Payments'.

Piston currently has 0% visibility for security-conscious personas; capturing this narrative is essential to displace incumbents like WEX.

Create optimized 'Value and ROI' landing pages targeting the Cost-Cutting Owner-Operator persona.

LLMs currently fail to associate Piston with fuel savings programs, a gap that competitors are successfully exploiting.

Structure existing cardless tech documentation into 'How-To' guides for setting up automated payment systems.

Piston missed mentions on setup-specific queries despite being a leader in the underlying technology.

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

Maximizing Fleet Fuel Savings(3 queries)

“help me find fuel savings programs for a delivery service with 15 vans”

0/4 platforms mentioned

Core

The Security-Conscious Logistics Manager · Logistics Manager

ChatGPT

1.WEX

2.Fuelman

3.FleetCor

4.Comdata

5.OptimoRoute

+6 more

Claude

1.WEX

2.Fuelman

3.Geotab

4.Shell Fleet Solutions

5.Geotab Fuel Analytics

+2 more

Gemini

1.Geotab

2.Fuelman

3.FLEETCOR

4.WEX Inc.

5.Shell Fleet Fuel Card

+3 more

AI Overviews

1.WEX Fleet Card

2.Coast Visa Fleet Card

3.Fuelman Mixed Fleet

4.AtoB Fleet Card

5.ExxonMobil Business Pro

+4 more

“how can I lower my trucking company's fuel costs, looking for specific apps or rebate programs”

0/4 platforms mentioned

Core

ChatGPT

No brands listed

Claude

No brands listed

Gemini

No brands listed

AI Overviews

No brands listed

“what is the best way for a small fleet to get fuel discounts at the pump, give me specific brands to check out”

0/4 platforms mentioned

Core

The Cost-Cutting Owner-Operator · Owner-Operator

ChatGPT

No brands listed

Claude

No brands listed

Gemini

No brands listed

AI Overviews

No brands listed

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.

12 Best Fleet And Fuel Cards For Businesses In 2026 - Coast

coastpay.com

Piston

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Piston

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

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.