United States Steel AI Brand Visibility (December, 2025)

ChatGPT Visibility Report

AI Brand Visibility for United States Steel (ussteel.com) shows a low but measurable level of exposure in AI results, led by sustainable steel solutions with a Visibility Index of 57, an average rank of 2.0, and discovery in about 75% of sampled responses. Across all 5 entities linked to United States Steel, the average Visibility Index is about 30, with moderate LLM confidence at roughly 48% and moderate brand discovery around 40%. For the top entity sustainable steel solutions, AI responses show very strong confidence at about 89% and very strong brand match near 95%, indicating below target visibility quality for the strongest touchpoint. In addition, steel production and manufacturing shows low visibility, combining a Visibility Index of 49 with moderate discovery near 50% and very strong confidence near 97%. Raw materials supply chain also contributes to the brand’s footprint, with a Visibility Index of 46, solid discovery close to 75% and moderate confidence around 52%. Taken together, these results show that United States Steel is still early in its AI visibility journey and will benefit from focused initiatives to increase recognition in model responses.

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Company Name: United States Steel

Website: ussteel.com

Stock Symbol: X

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Relevant Entities

Steel production and manufacturing Industrial infrastructure development Sustainable steel solutions Raw materials supply chain Advanced engineering technology 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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