RankLens AI Brand Visibility Report

BlueLinx Holdings

BXC Wholesalers Leaderboard Wholesalers: Diversified bluelinxco.com July, 2026

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Visibility Index

25%

Brand Discovery

Entities Tested

26%

Brand Match

AI BRAND VISIBILITY CHART

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Executive Visibility Summary

AI Brand Visibility for BlueLinx Holdings (bluelinxco.com) shows an extremely low level of exposure in AI results, led by building materials distribution services with a Visibility Index of 84, an average rank of 10.0, and discovery in about 100% of sampled responses. 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%. Taken together, these results show that BlueLinx Holdings is still early in its AI visibility journey and will benefit from focused initiatives to increase recognition in model responses.

AI BRAND ENTITY REPORT

Entity	Website	Rank (Avg)	LLM Confidence	Brand Appearance (SoV)	Brand Discovery	Brand Target	Brand Match
building materials distribution services	bluelinxco.com	10	55%	4/4 / (5%)	100%	100	64%

wholesale supply chain solutions	bluelinxco.com	0	0%	0/0 / (0%)	0%	0	0%

construction industry logistics support	bluelinxco.com	19	20%	1/4 / (1.25%)	25%	100	64%

residential and commercial products	bluelinxco.com	0	0%	0/0 / (0%)	0%	0	0%

material handling and processing	bluelinxco.com	0	0%	0/0 / (0%)	0%	0	0%

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Company Overview

Company Name: BlueLinx Holdings

Website: bluelinxco.com

Stock Symbol: BXC

Sector: Wholesalers Leaderboard

Industry: Wholesalers: Diversified

About:

BlueLinx Holdings supplies top-quality building products, supporting construction professionals with reliable distribution solutions and exceptional service across residential and commercial projects nationwide.

AI Brand Visibility Targets

Relevant Entities

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

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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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