Constellation Brands AI Brand Visibility (December, 2025)

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Executive Visibility Summary

AI Brand Visibility for Constellation Brands (cbrands.com) reflects a low but measurable level of exposure in AI results, where beverage alcohol production is the strongest entity with a Visibility Index of 95, typical rank around 4.0, and appearing in roughly 100% of AI replies. Across all 5 entities linked to Constellation Brands, the average Visibility Index is about 38, with limited LLM confidence at roughly 34% and moderate brand discovery around 40%. For the top entity beverage alcohol production, AI responses show very strong confidence at about 87% and very strong brand match near 100%, indicating strong visibility quality for the strongest touchpoint. In addition, premium beverage portfolio shows strong visibility, combining a Visibility Index of 93 with very strong discovery near 100% and very strong confidence near 83%. Overall, the report highlights sizeable gaps in how Constellation Brands is surfaced by large language models, underscoring the need for stronger brand signals and content aligned to AI discovery.

AI BRAND ENTITY REPORT
Entity Website Rank (Avg) LLM Confidence Brand Appearance (SoV) Brand Discovery Brand Target Brand Match Visibility Index
beverage alcohol production cbrands.com 4 87% 4/4 / (5%) 100% 100 100%
craft beer innovation cbrands.com 0 0% 0/0 / (0%) 0% 0 0%
wine and spirits distribution cbrands.com 0 0% 0/0 / (0%) 0% 0 0%
sustainable brewing practices cbrands.com 0 0% 0/0 / (0%) 0% 0 0%
premium beverage portfolio cbrands.com 7 83% 4/4 / (5%) 100% 100 100%
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