EMCOR Group AI Brand Visibility (December, 2025)

AI BRAND VISIBILITY CHART

ChatGPT Visibility Report

Executive Visibility Summary

AI Brand Visibility for EMCOR Group (emcorgroup.com) reflects a low but measurable level of exposure in AI results, where facility management solutions is the strongest entity with a Visibility Index of 92, typical rank around 7.0, and appearing in roughly 100% of AI replies. 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. Electrical and mechanical services also contributes to the brand’s footprint, with a Visibility Index of 62, solid discovery close to 75% and very strong confidence around 100%. In addition, infrastructure maintenance support shows extremely low visibility, combining a Visibility Index of 18 with limited discovery near 25% and very limited confidence near 18%. Overall, the report highlights sizeable gaps in how EMCOR Group 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
electrical and mechanical services	emcorgroup.com	1	100%	3/4 / (3.75%)	75%	13	100%

facility management solutions	emcorgroup.com	7	78%	4/4 / (5%)	100%	100	100%

energy efficiency consulting	emcorgroup.com	0	0%	0/0 / (0%)	0%	0	0%

construction project management	emcorgroup.com	0	0%	0/0 / (0%)	0%	0	0%

infrastructure maintenance support	emcorgroup.com	17	18%	1/4 / (1.25%)	25%	13	100%

Find AI Brand Visibility for Your Company

RankLens is one of the most accurate ways to measure AI Brand Visibility in large language models (LLMs). Backed by academic studies and patent-pending mathematical foundations, run a FREE report for your business and start improving your AI Visibility.

Create a Free AI Visibility Report

Company Overview

Company Name: EMCOR Group

Website: emcorgroup.com

Stock Symbol: EME

About:

EMCOR Group delivers mechanical, electrical, construction, and facilities services. Its expertise ensures operational efficiency for clients across commercial markets while maintaining safety and quality standards consistently.

AI Brand Visibility Targets

Relevant Entities

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

See More Entities

Report Information

Report Date

Report Sampling Size

Engine

Brand Match

Location

Language

Edit & Schedule Reports

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.

AI AI Visibility