Coca-Cola Consolidated AI Brand Visibility (March, 2026)

ChatGPT Visibility Report

AI Brand Visibility for Coca-Cola Consolidated (cokeconsolidated.com) reflects a low but measurable level of exposure in AI results, where soft drink manufacturing industry is the strongest entity with a Visibility Index of 82, typical rank around 10.0, and appearing in roughly 100% of AI replies. Across all 5 entities linked to Coca-Cola Consolidated, the average Visibility Index is about 30, with limited LLM confidence at roughly 35% and limited brand discovery around 35%. For the top entity soft drink manufacturing industry, AI responses show moderate confidence at about 48% and very strong brand match near 100%, indicating above average visibility quality for the strongest touchpoint. In addition, beverage distribution and logistics shows low visibility, combining a Visibility Index of 40 with moderate discovery near 50% and solid confidence near 71%. In addition, retail beverage sales support shows low visibility, combining a Visibility Index of 30 with limited discovery near 25% and moderate confidence near 54%. Overall, the report highlights sizeable gaps in how Coca-Cola Consolidated is surfaced by large language models, underscoring the need for stronger brand signals and content aligned to AI discovery.

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Company Name: Coca-Cola Consolidated

Website: cokeconsolidated.com

Stock Symbol: COKE

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Relevant Entities

Beverage distribution and logistics Soft drink manufacturing industry Supply chain management solutions Retail beverage sales support Community engagement initiatives See More Entities

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RankLens measures how visible a brand is inside large language models (LLMs). It runs controlled sampling of AI responses, tracks where and how often your brand is mentioned, and normalizes the results into a Visibility Index so you can benchmark and track AI brand presence over time. RankLens is based on Entity-Conditioned Probing + Resampling principles.

Rank (Avg)

Average ranking position of the entity across all sampling iterations (lower is better).

LLM Confidence

The normalized confidence score the LLM reports for its answers including your brand.

Brand Appearance (SoV)

How many times the brand or website appears in the sampled responses out of total iterations. Share of Voice (SoV): % of all responses the AI assigned to a brand compared to all other brands.

Brand Discovery

The probability (as a percentage) that the brand appears in an LLM response for the tested entities.

Brand Target

A normalized measure based on confidence interval width showing how tightly focused the LLM responses are on the brand.

Brand Match

Accuracy of matching the results to the intended brand name or website.

Visibility Index

An overall score out of 100 combining probability, confidence, and targeting to summarize AI brand visibility.

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