McKesson AI Brand Visibility (November, 2025)
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Executive Visibility Summary
AI Brand Visibility for McKesson (mckesson.com) points to a developing but still below-target level of exposure in AI results, with pharmaceutical distribution services leading AI exposure on a Visibility Index of 99, an average rank of 1.0, and appearing in around 100% of measured iterations. Across all 5 entities linked to McKesson, the average Visibility Index is about 57, with moderate LLM confidence at roughly 52% and solid brand discovery around 60%. For the top entity pharmaceutical distribution services, AI responses show very strong confidence at about 100% and very strong brand match near 100%, indicating strong visibility quality for the strongest touchpoint. Another key entity, healthcare supply chain management, holds a strong Visibility Index of 94 with very strong discovery (about 100% of responses) and very strong confidence near 86%. Medical product logistics solutions also contributes to the brand’s footprint, with a Visibility Index of 90, very strong discovery close to 100% and solid confidence around 74%. Overall, the report clarifies where McKesson already performs well in AI results and which entities should be prioritized to further strengthen visibility and consistency.
AI BRAND ENTITY REPORT
| Entity | Website | Rank (Avg) | LLM Confidence | Brand Appearance | Brand Discovery | Brand Target | Brand Match | Visibility Index | |||
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| pharmaceutical distribution services | mckesson.com | 1 | 100% | 4/4 | 100% | 100 | 100% | ||||
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| healthcare supply chain management | mckesson.com | 6 | 86% | 4/4 | 100% | 100 | 100% | ||||
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| medical product logistics solutions | mckesson.com | 4 | 74% | 4/4 | 100% | 100 | 48% | ||||
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| prescription medication delivery systems | mckesson.com | 0 | 0% | 0/0 | 0% | 0 | 0% | ||||
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| health technology integration services | mckesson.com | 0 | 0% | 0/0 | 0% | 0 | 0% | ||||
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