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.

Businesses/Energy/Valero Energy Corporation

AI Visibility & Sentiment

Valero Energy Corporation

Valero Energy Corporation is a Fortune 500 international manufacturer and marketer of transportation fuels and petrochemical products. As the world's largest independent petroleum refiner, the company is also a global leader in the production of low-carbon liquid fuels like ethanol and renewable diesel.

Active Monitoring

valero.com

Energy

Partial scan

AI Visibility Score

88/100

Excellent

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

aspirational

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Valero Energy Corporation today.

Valero Energy Corporation holds a commanding position for regional retail stakeholders, yet remains largely invisible in the critical high-stakes landscape of renewable diesel procurement and industrial supply chain logistics. While the brand is effectively captured in local retail inquiries, a significant disconnect exists between its market capacity and its current digital presence in AI-driven B2B search environments.

Working in your favor

High brand resonance with the Regional Retail Station Owner persona, achieving 100% mention rates in relevant queries.

Effective presence in AI Overviews for renewable diesel procurement queries, occasionally ranking as high as the second result.

Positive sentiment across all captured AI interactions.

Gaps to close

Total absence in queries related to industrial supply chain logistics and bulk petroleum solutions.

Lack of visibility for the Sustainability Compliance Officer persona, missing critical opportunities to influence B2B procurement decisions.

Weak penetration into broader Energy Industry Trust & Evaluation queries, allowing competitors like Neste and Marathon to define the narrative.

Opportunities

Capitalize on the existing demand for renewable diesel to become the definitive source in AI-generated answers.

Develop content specifically tailored to Sustainability Compliance Officers to capture high-value, long-term B2B contracts.

Strengthen presence in 'best supplier' and 'trust' queries to erode the competitive advantage currently held by Neste and Chevron.

Highest-Impact Actions

Optimize technical documentation and white papers for B2B supply chain procurement queries.

The data shows a complete lack of visibility in industrial logistics; AI models need structured, authoritative data to pull Valero into these results.

Develop and syndicate thought-leadership content specifically for the Sustainability Compliance Officer persona.

Currently, this crucial decision-maker persona is not interacting with Valero in AI environments, representing a major missed opportunity for large-scale contracts.

Audit and improve brand signals for 'trusted refinery' and 'wholesale evaluation' queries.

Competitors like Neste are currently winning the trust metrics in AI search, which directly impacts the buyer's vetting process for new partnerships.

Value Proposition

Valero leverages operational efficiency as an independent refiner and maintains a first-mover advantage in renewable fuels, allowing them to source cost-effective feedstocks while helping clients meet strict environmental carbon regulations.

Overview

Mission

Valero is committed to being the best-in-class manufacturer and marketer of transportation fuels and petrochemical products, while serving the needs of our shareholders, employees, customers, and communities through a focus on safety, environmental stewardship, and community engagement.

Products & Services

Refined Petroleum ProductsRenewable DieselEthanolPetrochemicalsLogistics Services

Current State

Visibility Landscape

A high-level view of how Valero Energy Corporation 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	—	—	—	—
Core4q Product/service category queries	—	—	—	94
Growth Areas4q Adjacent, aspirational & visionary	—	—	—	0

Competitive Landscape

Neste (Neste MY Renewable Diesel)2 mentions

Marathon Petroleum2 mentions

Targray2 mentions

Diesel Direct2 mentions

Valero Energy Corporation2 mentions

UPS1 mention

Rio Tinto1 mention

Chevron (Renewable Energy Group)1 mention

J.B. Hunt1 mention

Shell (Shell Renewable Diesel)1 mention

Sunoco LP1 mention

Analysis

Insights & Recommended Actions

What's working, what's not, and specific steps to improve Valero Energy Corporation's AI visibility.

Key Findings

Strength

High brand resonance with the Regional Retail Station Owner persona, achieving 100% mention rates in relevant queries.

Strength

Effective presence in AI Overviews for renewable diesel procurement queries, occasionally ranking as high as the second result.

Strength

Positive sentiment across all captured AI interactions.

Recommended Actions

Optimize technical documentation and white papers for B2B supply chain procurement queries.

The data shows a complete lack of visibility in industrial logistics; AI models need structured, authoritative data to pull Valero into these results.

Develop and syndicate thought-leadership content specifically for the Sustainability Compliance Officer persona.

Currently, this crucial decision-maker persona is not interacting with Valero in AI environments, representing a major missed opportunity for large-scale contracts.

Audit and improve brand signals for 'trusted refinery' and 'wholesale evaluation' queries.

Competitors like Neste are currently winning the trust metrics in AI search, which directly impacts the buyer's vetting process for new partnerships.

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

Sustainable Fuel Procurement(3 queries)

“what are the best renewable diesel suppliers for commercial logistics fleets looking to reduce carbon footprint”

1/1 platforms mentioned

Core

AI Overviews

1.Neste (Neste MY Renewable Diesel)

2.UPS

3.Rio Tinto

4.Chevron (Renewable Energy Group)

5.J.B. Hunt

6.Valero (Diamond Green Diesel)

+5 more

“compare renewable diesel vs traditional petroleum for heavy transport operations”

0/0 platforms mentioned

Core

The Sustainability Compliance Officer · Sustainability Compliance Officer

“recommend reliable ethanol fuel manufacturers for retail distribution networks in north america”

0/0 platforms mentioned

Core

The Sustainability Compliance Officer · Sustainability Compliance Officer

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.

Shell Renewable Diesel: Sustainable Fleet Fuel

shell.com

Web1 ref

Renewable diesel | Neste

neste.com

Web1 ref

Neste's NEXBTL renewable diesel will fuel UPS's fleet

neste.com

Web1 ref

Why is Neste MY Renewable Diesel an excellent choice?

neste.com

Web1 ref

Rio Tinto - Neste

neste.com

Web1 ref

Energy everywhere: renewable diesel — Chevron

chevron.com

Web1 ref

Renewable Fuels in Transportation — Chevron

chevron.com

Web1 ref

Neste's renewable diesel journey: From visionary beginnings ...

neste.com

Web1 ref

Lower Carbon Fuel Solutions For Trucking Industry & Fleets

regi.com

Web1 ref

Neste Expands Renewable Diesel Availability into New Jersey

truckinginfo.com

Web1 ref

Renewable Diesel Suppliers and Traders - Targray

targray.com

Web1 ref

Trucking Fleets Turn to Renewable Diesel for Cleaner Runs - TT

ttnews.com

Web1 ref

What is Neste MY Renewable Diesel?

youtube.com

Video1 ref

Renewable Diesel | Chevron With Techron (US)

chevronwithtechron.com

Web1 ref

Sunoco LP: Leading Energy Infrastructure Operator & Fuel Distributor

sunocolp.com

Web1 ref

Engineer content that makes AI agents recommend you

Pendium analyzes how AI platforms perceive your brand, reverse-engineers what they already cite, and continuously publishes content designed to fill gaps and earn more mentions — on autopilot, with you in the loop.

Data generated by Pendium.ai AI visibility scanning. Last scanned March 16, 2026.