Ecolab AI Brand Visibility (December, 2025)

ChatGPT Visibility Report

AI Brand Visibility for Ecolab (ecolab.com) shows a low but measurable level of exposure in AI results, led by industrial cleaning products with a Visibility Index of 62, an average rank of 3.0, and discovery in about 75% of sampled responses. Across all 5 entities linked to Ecolab, the average Visibility Index is about 36, with moderate LLM confidence at roughly 56% and moderate brand discovery around 45%. For the top entity industrial cleaning products, 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 addition, sanitation and hygiene services shows below target visibility, combining a Visibility Index of 60 with solid discovery near 75% and very strong confidence near 95%. In addition, water treatment solutions shows below target visibility, combining a Visibility Index of 56 with solid discovery near 75% and very strong confidence near 83%. In summary, Ecolab has limited current reach inside AI systems, making this a baseline from which to track gains as optimization work is rolled out.

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Company Name: Ecolab

Website: ecolab.com

Stock Symbol: ECL

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Relevant Entities

Water treatment solutions Sanitation and hygiene services Industrial cleaning products Sustainability in operations Food safety management 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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