O-I Glass AI Brand Visibility (December, 2025)

ChatGPT Visibility Report

AI Brand Visibility for O-I Glass (o-i.com) shows a low but measurable level of exposure in AI results, led by innovative container design services with a Visibility Index of 84, an average rank of 5.0, and discovery in about 75% of sampled responses. Across all 5 entities linked to O-I Glass, the average Visibility Index is about 33, with limited LLM confidence at roughly 40% and limited brand discovery around 35%. For the top entity innovative container design services, AI responses show very strong confidence at about 81% and very strong brand match near 100%, indicating above average visibility quality for the strongest touchpoint. Another key entity, sustainable glass packaging solutions, holds a below target Visibility Index of 62 with solid discovery (about 75% of responses) and very strong confidence near 100%. Custom glass manufacturing processes also contributes to the brand’s footprint, with a Visibility Index of 18, limited discovery close to 25% and very limited confidence around 17%. Taken together, these results show that O-I Glass 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: O-I Glass

Website: o-i.com

Stock Symbol: OI

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Relevant Entities

Sustainable glass packaging solutions Innovative container design services Custom glass manufacturing processes Recyclable material production techniques Environmental impact reduction strategies 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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