Lamb Weston Holdings AI Brand Visibility (February, 2026)

ChatGPT Visibility Report

AI Brand Visibility for Lamb Weston Holdings (lambweston.com) indicates a low but measurable level of exposure in AI results, with snacks and appetizers supplier currently at the top of the list on a Visibility Index of 83, an average rank of 12.0, and discovery close to 100%. Across all 5 entities linked to Lamb Weston Holdings, the average Visibility Index is about 35, with limited LLM confidence at roughly 38% and moderate brand discovery around 45%. For the top entity snacks and appetizers supplier, AI responses show moderate confidence at about 53% and solid brand match near 70%, indicating above average visibility quality for the strongest touchpoint. Another key entity, frozen potato products manufacturing, holds a below target Visibility Index of 59 with solid discovery (about 75% of responses) and very strong confidence near 90%. In addition, value-added vegetable processing shows low visibility, combining a Visibility Index of 32 with moderate discovery near 50% and moderate confidence near 46%. Taken together, these results show that Lamb Weston Holdings is still early in its AI visibility journey and will benefit from focused initiatives to increase recognition in model responses.

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Company Name: Lamb Weston Holdings

Website: lambweston.com

Stock Symbol: LW

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Relevant Entities

Frozen potato products manufacturing Foodservice distribution solutions Snacks and appetizers supplier Value-added vegetable processing Sustainable agricultural practices 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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