Graybar Electric AI Brand Visibility (December, 2025)

AI BRAND VISIBILITY CHART

ChatGPT Visibility Report

Executive Visibility Summary

AI Brand Visibility for Graybar Electric (graybar.com) points to an extremely low level of exposure in AI results, with electrical distribution services leading AI exposure on a Visibility Index of 62, an average rank of 2.0, and appearing in around 75% of measured iterations. Across all 5 entities linked to Graybar Electric, the average Visibility Index is about 12, with limited LLM confidence at roughly 20% and very limited brand discovery around 15%. For the top entity electrical distribution services, AI responses show very strong confidence at about 100% and very strong brand match near 100%, indicating below target visibility quality for the strongest touchpoint. In summary, Graybar Electric has limited current reach inside AI systems, making this a baseline from which to track gains as optimization work is rolled out.

AI BRAND ENTITY REPORT

Entity	Website	Rank (Avg)	LLM Confidence	Brand Appearance (SoV)	Brand Discovery	Brand Target	Brand Match
electrical distribution services	graybar.com	2	100%	3/4 / (3.75%)	75%	13	100%

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

telecommunications infrastructure development	graybar.com	0	0%	0/0 / (0%)	0%	0	0%

energy-efficient lighting products	graybar.com	0	0%	0/0 / (0%)	0%	0	0%

construction and renovation materials	graybar.com	0	0%	0/0 / (0%)	0%	0	0%

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Company Overview

Company Name: Graybar Electric

Website: graybar.com

About:

Graybar Electric supplies innovative electrical, communications, and data solutions. Trusted by businesses nationwide for reliable products, expert support, and efficient service in every project.

AI Brand Visibility Targets

Relevant Entities

Electrical distribution services
Supply chain management solutions
Telecommunications infrastructure development
Energy-efficient lighting products
Construction and renovation materials

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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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