Carlyle Group AI Brand Visibility (December, 2025)

ChatGPT Visibility Report

AI Brand Visibility for Carlyle Group (carlyle.com) reflects a low but measurable level of exposure in AI results, where alternative asset management strategies is the strongest entity with a Visibility Index of 92, typical rank around 4.0, and appearing in roughly 100% of AI replies. Across all 5 entities linked to Carlyle Group, the average Visibility Index is about 38, with limited LLM confidence at roughly 29% and moderate brand discovery around 45%. For the top entity alternative asset management strategies, AI responses show very strong confidence at about 80% and very strong brand match near 86%, indicating strong visibility quality for the strongest touchpoint. Private equity and capital markets also contributes to the brand’s footprint, with a Visibility Index of 87, very strong discovery close to 100% and solid confidence around 63%. In addition, global investment management firm shows extremely low visibility, combining a Visibility Index of 13 with limited discovery near 25% and no measurable confidence near 0%. Taken together, these results show that Carlyle Group 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: Carlyle Group

Website: carlyle.com

Stock Symbol: CG

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Relevant Entities

Global investment management firm Private equity and capital markets Alternative asset management strategies Real estate investment opportunities Investment advisory and consulting services 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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