ArcBest AI Brand Visibility (December, 2025)

AI BRAND VISIBILITY CHART

ChatGPT Visibility Report

Executive Visibility Summary

AI Brand Visibility for ArcBest (arcb.com) reflects an extremely low level of exposure in AI results, where truckload and less-than-truckload shipping is the strongest entity with a Visibility Index of 36, typical rank around 11.0, and appearing in roughly 50% of AI replies. 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.

AI BRAND ENTITY REPORT

Entity	Website	Rank (Avg)	LLM Confidence	Brand Appearance (SoV)	Brand Discovery	Brand Target	Brand Match
freight transportation and logistics	arcb.com	0	0%	0/0 / (0%)	0%	0	0%

supply chain management solutions	arcb.com	0	0%	0/0 / (0%)	0%	0	0%

last mile delivery services	arcb.com	0	0%	0/0 / (0%)	0%	0	0%

truckload and less-than-truckload shipping	arcb.com	11	59%	2/4 / (2.5%)	50%	0	100%

intermodal freight services	arcb.com	0	0%	0/0 / (0%)	0%	0	0%

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Company Overview

Company Name: ArcBest

Website: arcb.com

Stock Symbol: ARCB

About:

ArcBest delivers seamless freight logistics nationwide, offering custom shipping solutions supported by advanced technology and dedicated customer service teams focused on reliable, efficient transportation for every client.

AI Brand Visibility Targets

Relevant Entities

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

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About RankLens

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.

Metric Definitions

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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