Lumen Technologies AI Brand Visibility (December, 2025)

ChatGPT Visibility Report

AI Brand Visibility for Lumen Technologies (lumen.com) reflects an extremely low level of exposure in AI results, where cloud connectivity services is the strongest entity with a Visibility Index of 91, typical rank around 9.0, and appearing in roughly 100% of AI replies. Across all 5 entities linked to Lumen Technologies, the average Visibility Index is about 23, with limited LLM confidence at roughly 23% and limited brand discovery around 25%. For the top entity cloud connectivity services, AI responses show solid confidence at about 75% and very strong brand match near 100%, indicating strong visibility quality for the strongest touchpoint. Communication service provider also contributes to the brand’s footprint, with a Visibility Index of 26, limited discovery close to 25% and moderate confidence around 42%. In summary, Lumen 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: Lumen Technologies

Website: lumen.com

Stock Symbol: LUMN

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Relevant Entities

High-speed internet solutions Cloud connectivity services Networking and security infrastructure Digital transformation strategies Communication service provider 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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