Thermo Fisher Scientific AI Brand Visibility (February, 2026)

ChatGPT Visibility Report

AI Brand Visibility for Thermo Fisher Scientific (thermofisher.com) reflects a solid, above-average level of exposure in AI results, where scientific research equipment supply is the strongest entity with a Visibility Index of 99, typical rank around 2.0, and appearing in roughly 100% of AI replies. Across all 5 entities linked to Thermo Fisher Scientific, the average Visibility Index is about 75, with very strong LLM confidence at roughly 93% and very strong brand discovery around 85%. For the top entity scientific research equipment supply, AI responses show very strong confidence at about 100% and very strong brand match near 100%, indicating strong visibility quality for the strongest touchpoint. Laboratory diagnostic solutions provider also contributes to the brand’s footprint, with a Visibility Index of 91, very strong discovery close to 100% and solid confidence around 77%. In addition, life sciences analytical instruments shows below target visibility, combining a Visibility Index of 62 with solid discovery near 75% and very strong confidence near 100%. Taken as a whole, these findings give Thermo Fisher Scientific 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: Thermo Fisher Scientific

Website: thermofisher.com

Stock Symbol: TMO

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Relevant Entities

Scientific research equipment supply Laboratory diagnostic solutions provider Life sciences analytical instruments Biotechnology development tools and services Pharmaceutical manufacturing technologies support 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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