Alcoa AI Brand Visibility (February, 2026)

ChatGPT Visibility Report

AI Brand Visibility for Alcoa (alcoa.com) points to a low but measurable level of exposure in AI results, with lightweight metal solutions leading AI exposure on a Visibility Index of 62, an average rank of 1.0, and appearing in around 75% of measured iterations. Across all 5 entities linked to Alcoa, the average Visibility Index is about 33, with moderate LLM confidence at roughly 54% and moderate brand discovery around 40%. For the top entity lightweight metal solutions, 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. Another key entity, sustainable aluminum production, holds a below target Visibility Index of 62 with solid discovery (about 75% of responses) and very strong confidence near 100%. In addition, aerospace and automotive applications shows low visibility, combining a Visibility Index of 39 with moderate discovery near 50% and solid confidence near 69%. Taken together, these results show that Alcoa 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: Alcoa

Website: alcoa.com

Stock Symbol: AA

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Relevant Entities

Lightweight metal solutions Sustainable aluminum production Advanced manufacturing processes Aerospace and automotive applications Recycling and circular economy See More Entities

Edit & Schedule Reports

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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