Bio-Rad Laboratories AI Brand Visibility (December, 2025)

ChatGPT Visibility Report

AI Brand Visibility for Bio-Rad Laboratories (bio-rad.com) shows a strong, well-established level of exposure in AI results, led by clinical diagnostics development with a Visibility Index of 98, an average rank of 7.0, and discovery in about 100% of sampled responses. Across all 5 entities linked to Bio-Rad Laboratories, the average Visibility Index is about 94, with very strong LLM confidence at roughly 86% and very strong brand discovery around 100%. For the top entity clinical diagnostics development, AI responses show very strong confidence at about 97% and very strong brand match near 100%, indicating strong visibility quality for the strongest touchpoint. Another key entity, laboratory diagnostic systems, holds a strong Visibility Index of 97 with very strong discovery (about 100% of responses) and very strong confidence near 93%. In addition, molecular biology research tools shows strong visibility, combining a Visibility Index of 95 with very strong discovery near 100% and very strong confidence near 88%. Overall, the report clarifies where Bio-Rad Laboratories already performs well in AI results and which entities should be prioritized to further strengthen visibility and consistency.

RankLens is one of the most accurate ways to measure AI Brand Visibility in large language models (LLMs). Backed by academic studies and patent-pending mathematical foundations, run a FREE report for your business and start improving your AI Visibility.

Create a Free AI Visibility Report

Company Name: Bio-Rad Laboratories

Website: bio-rad.com

Stock Symbol: BIO

---

About:

Relevant Entities

Molecular biology research tools Laboratory diagnostic systems Life science instrumentation solutions Protein analysis and purification Clinical diagnostics development See More Entities

Edit & Schedule Reports

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.

Explore Other AI Brand Visibility Reports

---

---

---

---

Contact Us if you own this business or if you would like to report a data issue.