Emerald AI vs Valero Energy

Side-by-side comparison of AI visibility scores, market position, and capabilities

Valero Energy leads in AI visibility (93 vs 41)
Emerald AI logo

Emerald AI

EmergingClimate Tech

Grid Flexibility / AI Data Centers

Raised $68M total in 16 months. Backed by Nvidia, GE Vernova, Siemens. Turns AI data centers into dispatchable grid assets. 96MW Virginia deployment underway (2026).

AI VisibilityBeta
Overall Score
C41
Category Rank
#1 of 1
AI Consensus
53%
Trend
up
Per Platform
ChatGPT
36
Perplexity
38
Gemini
32

About

Emerald AI is a grid flexibility platform that turns AI data centers into dispatchable grid assets by intelligently shifting compute workloads during periods of peak electricity demand — effectively adding virtual grid capacity without building new power plants. The company raised $25 million in a March 2026 expansion round led by Energy Impact Partners, with Nvidia, GE Vernova, and Siemens as strategic investors, bringing total funding to $68 million in just 16 months.

Full profile
Valero Energy logo

Valero Energy

LeaderEnergy & Utilities

Oil Refining

Valero Energy (VLO) reported ~$140B revenue in FY2024. Largest independent petroleum refiner in the world with 15 refineries and 3.2M barrels/day capacity. HQ: San Antonio, TX.

AI VisibilityBeta
Overall Score
A93
Category Rank
#1 of 1
AI Consensus
57%
Trend
stable
Per Platform
ChatGPT
99
Perplexity
84
Gemini
99

About

Valero Energy Corporation is the world's largest independent petroleum refiner and ethanol producer, operating 15 petroleum refineries in the United States, Canada, and the United Kingdom with a combined throughput capacity of approximately 3.2 million barrels per day. Founded in 1980 through the acquisition of the Valero natural gas pipeline, the company transformed itself into a refining giant through strategic acquisitions including Diamond Shamrock, Ultramar Diamond Shamrock, and Premcor. Valero also operates 12 ethanol plants with 1.6 billion gallons of annual production capacity.

Full profile

AI Visibility Head-to-Head

41
Overall Score
93
#1
Category Rank
#1
53
AI Consensus
57
up
Trend
stable
36
ChatGPT
99
38
Perplexity
84
32
Gemini
99
50
Claude
94
48
Grok
86

Key Details

Category
Grid Flexibility / AI Data Centers
Oil Refining
Tier
Emerging
Leader
Entity Type
brand
company

Capabilities & Ecosystem

Capabilities

Only Emerald AI
Grid Flexibility / AI Data Centers
Only Valero Energy
Oil Refining

Integrations

Only Valero Energy
Valero Energy is classified as company.

Track AI Visibility in Real Time

Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.