ArcBest AI Brand Visibility (December, 2025)

ChatGPT Visibility Report

AI Brand Visibility for ArcBest (arcb.com) points to an extremely low level of exposure in AI results, with truckload and less-than-truckload shipping leading AI exposure on a Visibility Index of 36, an average rank of 11.0, and appearing in around 50% of measured iterations. Across all 5 entities linked to ArcBest, the average Visibility Index is about 7, with very limited LLM confidence at roughly 12% and very limited brand discovery around 10%. For the top entity truckload and less-than-truckload shipping, AI responses show moderate confidence at about 59% and very strong brand match near 100%, indicating low visibility quality for the strongest touchpoint. Overall, the report highlights sizeable gaps in how ArcBest 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: ArcBest

Website: arcb.com

Stock Symbol: ARCB

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Relevant Entities

Freight transportation and logistics Supply chain management solutions Last mile delivery services Truckload and less-than-truckload shipping Intermodal freight services 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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