Regeneron Pharmaceuticals AI Brand Visibility (February, 2026)

ChatGPT Visibility Report

AI Brand Visibility for Regeneron Pharmaceuticals (regeneron.com) reflects a developing but still below-target level of exposure in AI results, where genetic medicine advancements is the strongest entity with a Visibility Index of 95, typical rank around 16.0, and appearing in roughly 100% of AI replies. Across all 5 entities linked to Regeneron Pharmaceuticals, the average Visibility Index is about 70, with moderate LLM confidence at roughly 51% and very strong brand discovery around 80%. For the top entity genetic medicine advancements, AI responses show very strong confidence at about 87% and very strong brand match near 100%, indicating strong visibility quality for the strongest touchpoint. Another key entity, biopharmaceutical research and development, holds a above average Visibility Index of 87 with very strong discovery (about 100% of responses) and solid confidence near 63%. Therapeutics for serious diseases also contributes to the brand’s footprint, with a Visibility Index of 84, very strong discovery close to 100% and moderate confidence around 56%. Taken as a whole, these findings give Regeneron Pharmaceuticals a concrete view of where AI models recognise the brand today and where targeted improvements can deliver the most lift.

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Company Name: Regeneron Pharmaceuticals

Website: regeneron.com

Stock Symbol: REGN

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Relevant Entities

Biopharmaceutical research and development Innovative drug discovery processes Therapeutics for serious diseases Genetic medicine advancements Clinical trials and studies 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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