Vertex Pharmaceuticals AI Brand Visibility (December, 2025)

ChatGPT Visibility Report

AI Brand Visibility for Vertex Pharmaceuticals (vrtx.com) shows a low but measurable level of exposure in AI results, led by genetic disease treatment solutions with a Visibility Index of 99, an average rank of 7.0, and discovery in about 100% of sampled responses. Across all 5 entities linked to Vertex Pharmaceuticals, the average Visibility Index is about 38, with moderate LLM confidence at roughly 46% and moderate brand discovery around 45%. For the top entity genetic disease treatment solutions, AI responses show very strong confidence at about 99% and very strong brand match near 100%, indicating strong visibility quality for the strongest touchpoint. Another key entity, drug development for rare conditions, holds a low Visibility Index of 47 with solid discovery (about 75% of responses) and moderate confidence near 54%. Another key entity, advanced therapies and biotechnology, holds a low Visibility Index of 42 with moderate discovery (about 50% of responses) and solid confidence near 76%. Taken together, these results show that Vertex Pharmaceuticals 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: Vertex Pharmaceuticals

Website: vrtx.com

Stock Symbol: VRTX

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Relevant Entities

Genetic disease treatment solutions Innovative pharmaceutical research methodologies Drug development for rare conditions Advanced therapies and biotechnology Clinical trials and patient care 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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