Walgreens AI Brand Visibility (November, 2025)

ChatGPT Visibility Report

AI Brand Visibility for Walgreens (walgreens.com) shows a low but measurable level of exposure in AI results, led by retail pharmacy and healthcare with a Visibility Index of 98, an average rank of 2.0, and discovery in about 100% of sampled responses. Across all 5 entities linked to Walgreens, the average Visibility Index is about 49, with moderate LLM confidence at roughly 51% and moderate brand discovery around 55%. For the top entity retail pharmacy and healthcare, AI responses show very strong confidence at about 96% and very strong brand match near 100%, indicating strong visibility quality for the strongest touchpoint. Integrated consumer healthcare solutions also contributes to the brand’s footprint, with a Visibility Index of 96, very strong discovery close to 100% and very strong confidence around 91%. Another key entity, health and wellness services, holds a below target Visibility Index of 51 with solid discovery (about 75% of responses) and solid confidence near 68%. Overall, the report highlights sizeable gaps in how Walgreens is surfaced by large language models, underscoring the need for stronger brand signals and content aligned to AI discovery.

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Company Name: Walgreens

Website: walgreens.com

Stock Symbol: WBA

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Relevant Entities

Health and wellness services Retail pharmacy and healthcare Global pharmaceutical distribution Community health initiatives programs Integrated consumer healthcare solutions 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

How many times the brand or website appears in the sampled responses out of total iterations.

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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