Moderna AI Brand Visibility (December, 2025)

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Executive Visibility Summary

AI Brand Visibility for Moderna (modernatx.com) indicates an extremely low level of exposure in AI results, with mrna vaccine technology currently at the top of the list on a Visibility Index of 62, an average rank of 1.0, and discovery close to 75%. Across all 5 entities linked to Moderna, the average Visibility Index is about 21, with limited LLM confidence at roughly 36% and limited brand discovery around 25%. For the top entity mrna vaccine technology, 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. Biomedical research innovations also contributes to the brand’s footprint, with a Visibility Index of 43, moderate discovery close to 50% and solid confidence around 79%. In summary, Moderna has limited current reach inside AI systems, making this a baseline from which to track gains as optimization work is rolled out.

AI BRAND ENTITY REPORT
Entity Website Rank (Avg) LLM Confidence Brand Appearance (SoV) Brand Discovery Brand Target Brand Match Visibility Index
mrna vaccine technology modernatx.com 1 100% 3/4 / (3.75%) 75% 13 100%
biomedical research innovations modernatx.com 16 79% 2/4 / (2.5%) 50% 0 100%
immunotherapy development strategies modernatx.com 0 0% 0/0 / (0%) 0% 0 0%
vaccine distribution and administration modernatx.com 0 0% 0/0 / (0%) 0% 0 0%
public health advancements modernatx.com 0 0% 0/0 / (0%) 0% 0 0%
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