PepsiCo AI Brand Visibility (February, 2026)

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Executive Visibility Summary

AI Brand Visibility for PepsiCo (pepsico.com) reflects a low but measurable level of exposure in AI results, where global food and beverage industry is the strongest entity with a Visibility Index of 99, typical rank around 1.0, and appearing in roughly 100% of AI replies. Across all 5 entities linked to PepsiCo, the average Visibility Index is about 32, with moderate LLM confidence at roughly 40% and limited brand discovery around 35%. For the top entity global food and beverage industry, 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, beverage and snack production, holds a below target Visibility Index of 62 with solid discovery (about 75% of responses) and very strong confidence near 100%. Taken together, these results show that PepsiCo 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
beverage and snack production pepsico.com 1 100% 3/4 / (3.75%) 75% 13 100%
sustainable sourcing practices pepsico.com 0 0% 0/0 / (0%) 0% 0 0%
global food and beverage industry pepsico.com 1 100% 4/4 / (5%) 100% 100 100%
nutritional product innovation pepsico.com 0 0% 0/0 / (0%) 0% 0 0%
supply chain efficiency strategies pepsico.com 0 0% 0/0 / (0%) 0% 0 0%
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