Roper Technologies AI Brand Visibility (December, 2025)

ChatGPT Visibility Report

AI Brand Visibility for Roper Technologies (ropertech.com) reflects an extremely low level of exposure in AI results, where instrumentation and measurement tools is the strongest entity with a Visibility Index of 47, typical rank around 13.0, and appearing in roughly 75% of AI replies. Across all 5 entities linked to Roper Technologies, the average Visibility Index is about 9, with very limited LLM confidence at roughly 11% and very limited brand discovery around 15%. For the top entity instrumentation and measurement tools, AI responses show moderate confidence at about 55% and solid brand match near 77%, indicating low visibility quality for the strongest touchpoint. In summary, Roper Technologies has limited current reach inside AI systems, making this a baseline from which to track gains as optimization work is rolled out.

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Company Name: Roper Technologies

Website: ropertech.com

Stock Symbol: ROP

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Industrial technology solutions Control and automation systems Instrumentation and measurement tools Advanced manufacturing processes Data analytics for industry 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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