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

Peloton

Visibility60

Vibe50

Businesses/Energy Technology & Software/Peloton

AI Visibility & Sentiment

Peloton

Peloton is an energy industry software company providing comprehensive data management solutions for well, production, and land operations. They serve oil & gas and renewable energy sectors with tools that streamline workflows, centralize data, and enable real-time decision-making across the entire asset lifecycle.

Active Monitoring

Energy Technology & Software

AI Visibility Score

60/100

Good

Sentiment Score

50/100

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Peloton today.

Peloton Energy demonstrates good AI visibility with an overall score of 63/100. They perform strongly on queries related to reputation and brand perception, consistently appearing in top positions across all platforms. However, they struggle with queries related to specific use cases like data infrastructure modernization and land/lease data management.

Working in your favor

Peloton excels in 'Energy Software Reputation & Sentiment' queries, consistently ranking #1 across ChatGPT, Claude, Gemini, and AIOverviews. This indicates strong brand recognition and positive sentiment when users directly inquire about their software's value and reliability.

Peloton has a very strong presence on '_brand_vibe_check' queries, where they rank first on all tested platforms. This shows that the platforms understand who they are and what they do.

Gaps to close

Peloton is largely absent from queries related to 'Modernizing Energy Data Infrastructure,' such as 'ways to fix data silos in our upstream oil and gas operation...'. They appear low in the results (ChatGPT:#91 for the 'data silos' query) or are completely absent.

Peloton is not mentioned at all in results for the query 'best tools for managing land and lease data for new energy p...'. This represents a significant gap in addressing a key aspect of the well lifecycle workflow.

Opportunities

Improve content and SEO to target queries related to 'Modernizing Energy Data Infrastructure.' Focus on addressing data silos and integrating drilling and production data.

Create content specifically addressing land and lease data management within the Peloton software suite. Highlight relevant features and benefits to improve visibility for this use case.

While Peloton performs well on brand perception queries, sentiment is mixed on some platforms (ChatGPT, Gemini). Actively monitor and engage in conversations to address negative or neutral sentiment and reinforce positive perceptions.

Highest-Impact Actions

Develop targeted content addressing 'Modernizing Energy Data Infrastructure' challenges, focusing on data silos and data integration solutions.

Peloton is currently missing out on opportunities to be visible for a key industry need. Improving content and SEO will help them rank higher in search results and attract potential customers looking for data infrastructure solutions.

Create dedicated content and resources focused on land and lease data management features within Peloton software.

The complete absence from the 'land and lease data' query indicates a significant gap in addressing a critical aspect of the well lifecycle. Showcasing relevant features will improve visibility and attract customers looking for land management solutions.

Actively monitor and engage in online conversations and reviews to manage brand sentiment, especially on platforms with mixed sentiment scores (ChatGPT, Gemini).

While Peloton has strong brand recognition, maintaining a positive sentiment is crucial for building trust and attracting new customers. Addressing concerns and highlighting positive experiences can improve overall brand perception.

Overview

Mission

End-to-end data integration platform that breaks the cycle of bad data, enabling seamless workflows from drilling to production to land management with real-time insights and effortless data centralization

Current State

Visibility Landscape

A high-level view of how Peloton 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	97	97	97	97
“What do you know about Peloton? What do they do and what's their reputation?”	#1	#1	#1	#1
Core Product/service category queries	—	—	—	—
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

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

Competitive Landscape

WellView

26 mentions

Peloton

15 mentions

Snowflake

12 mentions

P2 Energy Solutions

11 mentions

Power BI

9 mentions

Enverus

9 mentions

Databricks

8 mentions

Quorum Software

8 mentions

Spotfire

7 mentions

Tableau

6 mentions

Fivetran

6 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Peloton has a very strong presence on '_brand_vibe_check' queries, where they rank first on all tested platforms. This shows that the platforms understand who they are and what they do.

Gap

Recommended Actions

Develop targeted content addressing 'Modernizing Energy Data Infrastructure' challenges, focusing on data silos and data integration solutions.

Create dedicated content and resources focused on land and lease data management features within Peloton software.

Actively monitor and engage in online conversations and reviews to manage brand sentiment, especially on platforms with mixed sentiment scores (ChatGPT, Gemini).

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

Modernizing Energy Data Infrastructure(2 queries)

“how do I get all my drilling and production data in one place”

1/4 platforms mentioned

ChatGPT

1.P2

2.SAP

3.OFS

4.EnergySys

5.OSIsoft PI System

+60 more

Claude

1.Corva

2.Enverus

3.DrillingInfo

4.Quorum Software

5.Petroleum Experts

+14 more

Gemini

1.OSDU Data Platform

2.Open Group

3.SLB

4.Schlumberger

5.DELFI

13.Peloton

+24 more

AI Overviews

No brands listed

“ways to fix data silos in our upstream oil and gas operations”

1/4 platforms mentioned

ChatGPT

1.SAP MDG

2.Profisee

3.Semarchy xDM

4.PPDM

5.Energistics

+52 more

Claude

1.OSIsoft PI System

2.Aspen InfoPlus.21

3.AspenTech

4.AVEVA PI System

5.Cognite Data Fusion

+37 more

Gemini

1.OSDU™ Data Platform

2.PPDM

3.Snowflake

4.Databricks

5.AWS for Energy

+15 more

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.

DrillingEdge | Nationwide Oil and Gas Data Coverage

drillingedge.com

Peloton

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

Peloton

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.