BlueLinx Holdings AI Brand Visibility (December, 2025)

ChatGPT Visibility Report

AI Brand Visibility for BlueLinx Holdings (bluelinxco.com) reflects an extremely low level of exposure in AI results, where building materials distribution services is the strongest entity with a Visibility Index of 84, typical rank around 10.0, and appearing in roughly 100% of AI replies. Across all 5 entities linked to BlueLinx Holdings, the average Visibility Index is about 26, with very limited LLM confidence at roughly 15% and limited brand discovery around 25%. For the top entity building materials distribution services, AI responses show moderate confidence at about 55% and solid brand match near 64%, indicating above average visibility quality for the strongest touchpoint. Another key entity, construction industry logistics support, holds a low Visibility Index of 48 with limited discovery (about 25% of responses) and limited confidence near 20%. In summary, BlueLinx Holdings has limited current reach inside AI systems, making this a baseline from which to track gains as optimization work is rolled out.

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Company Name: BlueLinx Holdings

Website: bluelinxco.com

Stock Symbol: BXC

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Relevant Entities

Building materials distribution services Wholesale supply chain solutions Construction industry logistics support Residential and commercial products Material handling and processing 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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