Land O'Lakes AI Brand Visibility (February, 2026)

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Executive Visibility Summary

AI Brand Visibility for Land O'Lakes (landolakesinc.com) points to an extremely low level of exposure in AI results, with cooperative member benefits leading AI exposure on a Visibility Index of 49, an average rank of 12.0, and appearing in around 75% of measured iterations. Across all 5 entities linked to Land O'Lakes, the average Visibility Index is about 10, with very limited LLM confidence at roughly 12% and very limited brand discovery around 15%. For the top entity cooperative member benefits, AI responses show moderate confidence at about 59% and very strong brand match near 100%, indicating low visibility quality for the strongest touchpoint. Taken together, these results show that Land O'Lakes is still early in its AI visibility journey and will benefit from focused initiatives to increase recognition in model responses.

AI BRAND ENTITY REPORT
Entity Website Rank (Avg) LLM Confidence Brand Appearance (SoV) Brand Discovery Brand Target Brand Match Visibility Index
dairy product manufacturing processes landolakesinc.com 0 0% 0/0 / (0%) 0% 0 0%
sustainable agricultural practices landolakesinc.com 0 0% 0/0 / (0%) 0% 0 0%
cooperative member benefits landolakesinc.com 12 59% 3/4 / (3.75%) 75% 13 100%
food industry innovation trends landolakesinc.com 0 0% 0/0 / (0%) 0% 0 0%
quality control in food production landolakesinc.com 0 0% 0/0 / (0%) 0% 0 0%
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