Marathon Petroleum vs Grok

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

Marathon Petroleum leads in AI visibility (86 vs 49)

Marathon Petroleum

LeaderEnergy & Utilities

Enterprise

Findlay OH petroleum refining (NYSE: MPC); largest US refiner 3M barrels/day, CEO Maryann Mannen elected Chairman (Jan 2026), MPLX midstream MLP, Martinez renewable diesel conversion competing with Valero and Phillips 66.

AI VisibilityBeta
Overall Score
A86
Category Rank
#215 of 290
AI Consensus
71%
Trend
stable
Per Platform
ChatGPT
78
Perplexity
85
Gemini
91

About

Marathon Petroleum Corporation is a Findlay, Ohio-based petroleum refining and midstream company — publicly traded on the New York Stock Exchange (NYSE: MPC) as an S&P 500 Energy component — operating the largest crude oil refining system in the United States with 13 refineries and approximately 3 million barrels per day of crude oil processing capacity across Texas, Louisiana, Illinois, Michigan, Ohio, North Dakota, California, and Washington, along with a majority ownership interest in MPLX LP (NYSE: MPLX), a midstream pipeline, terminal, and marine vessel MLP that gathers, processes, transports, and stores crude oil, natural gas, and petroleum products. In a defining leadership development, Marathon Petroleum's board elected CEO Maryann T. Mannen as Chairman of the Board effective January 1, 2026, succeeding Michael Hennigan who retired after leading the company through the Speedway divestiture and pandemic recovery — consolidating corporate governance leadership in Mannen following her tenure as CEO during which she managed the company's operations and capital allocation strategy. Marathon Petroleum's large-scale refining system (including the Galveston Bay refinery in Texas City as the largest US refinery at 631,000 barrels/day) processes crude oil into gasoline, diesel, jet fuel, and specialty products distributed through branded Speedway (sold to 7-Eleven in 2021) and independent dealer networks and MPLX's logistics infrastructure.

Full profile

Grok

ChallengerAI & Machine Learning

AI Assistant

AI assistant by xAI (Elon Musk); Grok 3 topped reasoning benchmarks in Feb 2025; 1M+ paying subscribers in week one; real-time X post access; distributed via X Premium; xAI valued at $24B.

AI VisibilityBeta
Overall Score
C49
Category Rank
#4 of 4
AI Consensus
59%
Trend
up
Per Platform
ChatGPT
43
Perplexity
49
Gemini
51

About

Grok is the AI assistant developed by xAI, Elon Musk's AI company founded in 2023, and distributed primarily through X (formerly Twitter). Grok launched in November 2023 as an X Premium perk, with the notable differentiator of real-time access to X posts and a less restricted, more direct conversational style. Grok 3, released in February 2025, achieved top scores on the AIME math reasoning benchmark and ARC-AGI test, briefly positioning xAI as a frontier model lab.

Full profile

AI Visibility Head-to-Head

86
Overall Score
49
#215
Category Rank
#4
71
AI Consensus
59
stable
Trend
up
78
ChatGPT
43
85
Perplexity
49
91
Gemini
51
82
Claude
42
83
Grok
59

Capabilities & Ecosystem

Capabilities

Only Grok
AI Assistant

Integrations

Only Marathon Petroleum
Grok is classified as product (part of xAI).

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