MRC Global

ChatGPT Visibility Report

AI Brand Visibility for MRC Global (mrcglobal.com) shows a low but measurable level of exposure in AI results, led by industrial pipe supply solutions with a Visibility Index of 97, an average rank of 2.0, and discovery in about 100% of sampled responses. Across all 5 entities linked to MRC Global, the average Visibility Index is about 38, with limited LLM confidence at roughly 34% and moderate brand discovery around 40%. For the top entity industrial pipe supply solutions, AI responses show very strong confidence at about 93% and very strong brand match near 100%, indicating strong visibility quality for the strongest touchpoint. Valves and fittings procurement also contributes to the brand’s footprint, with a Visibility Index of 92, very strong discovery close to 100% and solid confidence around 78%. In summary, MRC Global has limited current reach inside AI systems, making this a baseline from which to track gains as optimization work is rolled out.

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Company Name: MRC Global

Website: mrcglobal.com

Stock Symbol: MRC

Sector: Wholesalers Leaderboard

Industry: Wholesalers: Diversified

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Relevant Entities

Industrial pipe supply solutions Energy sector distribution services Valves and fittings procurement Oil and gas infrastructure support Waterworks materials logistics See More Entities

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RankLens measures how visible a brand is inside large language models (LLMs). It runs controlled sampling of AI responses, tracks where and how often your brand is mentioned, and normalizes the results into a Visibility Index so you can benchmark and track AI brand presence over time. RankLens is based on Entity-Conditioned Probing + Resampling principles.

Rank (Avg)

Average ranking position of the entity across all sampling iterations (lower is better).

LLM Confidence

The normalized confidence score the LLM reports for its answers including your brand.

Brand Appearance (SoV)

How many times the brand or website appears in the sampled responses out of total iterations. Share of Voice (SoV): % of all responses the AI assigned to a brand compared to all other brands.

Brand Discovery

The probability (as a percentage) that the brand appears in an LLM response for the tested entities.

Brand Target

A normalized measure based on confidence interval width showing how tightly focused the LLM responses are on the brand.

Brand Match

Accuracy of matching the results to the intended brand name or website.

Visibility Index

An overall score out of 100 combining probability, confidence, and targeting to summarize AI brand visibility.

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