EMCOR Group

ChatGPT Visibility Report

AI Brand Visibility for EMCOR Group (emcorgroup.com) points to a low but measurable level of exposure in AI results, with facility management solutions leading AI exposure on a Visibility Index of 92, an average rank of 7.0, and appearing in around 100% of measured iterations. Across all 5 entities linked to EMCOR Group, the average Visibility Index is about 34, with limited LLM confidence at roughly 39% and moderate brand discovery around 40%. For the top entity facility management solutions, AI responses show solid confidence at about 78% and very strong brand match near 100%, indicating strong visibility quality for the strongest touchpoint. Another key entity, electrical and mechanical services, holds a below target Visibility Index of 62 with solid discovery (about 75% of responses) and very strong confidence near 100%. Another key entity, infrastructure maintenance support, holds a extremely low Visibility Index of 18 with limited discovery (about 25% of responses) and very limited confidence near 18%. Taken together, these results show that EMCOR Group is still early in its AI visibility journey and will benefit from focused initiatives to increase recognition in model responses.

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Company Name: EMCOR Group

Website: emcorgroup.com

Stock Symbol: EME

Sector: Engineering & Construction Leaderboard

Industry: Engineering & Construction

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Relevant Entities

Electrical and mechanical services Facility management solutions Energy efficiency consulting Construction project management Infrastructure maintenance support 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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