Werner Enterprises AI Brand Visibility (December, 2025)

ChatGPT Visibility Report

AI Brand Visibility for Werner Enterprises (werner.com) points to a developing but still below-target level of exposure in AI results, with dedicated contract carriage leading AI exposure on a Visibility Index of 96, an average rank of 5.0, and appearing in around 100% of measured iterations. Across all 5 entities linked to Werner Enterprises, the average Visibility Index is about 62, with moderate LLM confidence at roughly 48% and very strong brand discovery around 80%. For the top entity dedicated contract carriage, AI responses show very strong confidence at about 91% and moderate brand match near 52%, indicating strong visibility quality for the strongest touchpoint. In addition, truckload shipping services shows strong visibility, combining a Visibility Index of 92 with very strong discovery near 100% and solid confidence near 78%. In addition, intermodal freight shipping shows above average visibility, combining a Visibility Index of 81 with very strong discovery near 100% and moderate confidence near 45%. In summary, the patterns here show how Werner Enterprises is interpreted by large language models and provide a roadmap for where to deepen or rebalance AI exposure.

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Company Name: Werner Enterprises

Website: werner.com

Stock Symbol: WERN

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Relevant Entities

Freight transportation and logistics Supply chain management solutions Truckload shipping services Intermodal freight shipping Dedicated contract carriage 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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