Catalent

ChatGPT Visibility Report

AI Brand Visibility for Catalent (catalent.com) points to a solid, above-average level of exposure in AI results, with pharmaceutical drug delivery solutions leading AI exposure on a Visibility Index of 98, an average rank of 1.0, and appearing in around 100% of measured iterations. Across all 5 entities linked to Catalent, the average Visibility Index is about 71, with solid LLM confidence at roughly 78% and solid brand discovery around 75%. For the top entity pharmaceutical drug delivery solutions, AI responses show very strong confidence at about 97% and very strong brand match near 100%, indicating strong visibility quality for the strongest touchpoint. Biopharmaceutical product development services also contributes to the brand’s footprint, with a Visibility Index of 98, very strong discovery close to 100% and very strong confidence around 96%. In addition, clinical supply chain management shows strong visibility, combining a Visibility Index of 98 with very strong discovery near 100% and very strong confidence near 96%. Taken as a whole, these findings give Catalent 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: Catalent

Website: catalent.com

Stock Symbol: CTLT

Sector: Health Care Leaderboard

Industry: Pharmaceuticals

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Relevant Entities

Contract development and manufacturing Pharmaceutical drug delivery solutions Biopharmaceutical product development services Clinical supply chain management Advanced technology for healthcare 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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