MRC Global AI Brand Visibility (February, 2026)

ChatGPT Visibility Report

AI Brand Visibility for MRC Global (mrcglobal.com) points to a low but measurable level of exposure in AI results, with industrial pipe supply solutions leading AI exposure on a Visibility Index of 97, an average rank of 2.0, and appearing in around 100% of measured iterations. 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. Another key entity, valves and fittings procurement, holds a strong Visibility Index of 92 with very strong discovery (about 100% of responses) and solid confidence near 78%. Overall, the report highlights sizeable gaps in how MRC Global is surfaced by large language models, underscoring the need for stronger brand signals and content aligned to AI discovery.

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Company Name: MRC Global

Website: mrcglobal.com

Stock Symbol: MRC

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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

Edit & Schedule Reports

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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