Ingersoll Rand AI Brand Visibility (February, 2026)

AI BRAND VISIBILITY CHART

ChatGPT Visibility Report

Executive Visibility Summary

AI Brand Visibility for Ingersoll Rand (irco.com) indicates an extremely low level of exposure in AI results, with compressed air systems currently at the top of the list on a Visibility Index of 98, an average rank of 1.0, and discovery close to 100%. Across all 5 entities linked to Ingersoll Rand, the average Visibility Index is about 20, with very limited LLM confidence at roughly 19% and limited brand discovery around 20%. For the top entity compressed air systems, AI responses show very strong confidence at about 97% and very strong brand match near 100%, indicating strong visibility quality for the strongest touchpoint. Taken together, these results show that Ingersoll Rand 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
industrial manufacturing solutions	irco.com	0	0%	0/0 / (0%)	0%	0	0%

compressed air systems	irco.com	1	97%	4/4 / (5%)	100%	100	100%

energy efficiency technologies	irco.com	0	0%	0/0 / (0%)	0%	0	0%

sustainable equipment development	irco.com	0	0%	0/0 / (0%)	0%	0	0%

automation and control services	irco.com	0	0%	0/0 / (0%)	0%	0	0%

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Company Overview

Company Name: Ingersoll Rand

Website: irco.com

Stock Symbol: IR

About:

Ingersoll Rand delivers reliable industrial solutions with advanced technology, supporting businesses worldwide. The brand focuses on efficiency, innovation, and consistent product quality across various industries.

AI Brand Visibility Targets

Relevant Entities

Industrial manufacturing solutions
Compressed air systems
Energy efficiency technologies
Sustainable equipment development
Automation and control services

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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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