Hewlett Packard Enterprise AI Brand Visibility (December, 2025)

ChatGPT Visibility Report

AI Brand Visibility for Hewlett Packard Enterprise (hpe.com) reflects a low but measurable level of exposure in AI results, where enterprise information technology solutions is the strongest entity with a Visibility Index of 92, typical rank around 7.0, and appearing in roughly 100% of AI replies. Across all 5 entities linked to Hewlett Packard Enterprise, the average Visibility Index is about 42, with limited LLM confidence at roughly 40% and moderate brand discovery around 45%. For the top entity enterprise information technology solutions, AI responses show solid confidence at about 79% and very strong brand match near 100%, indicating strong visibility quality for the strongest touchpoint. Another key entity, it infrastructure development, holds a strong Visibility Index of 91 with very strong discovery (about 100% of responses) and solid confidence near 75%. Another key entity, cloud computing and services, holds a extremely low Visibility Index of 27 with limited discovery (about 25% of responses) and moderate confidence near 44%. Overall, the report highlights sizeable gaps in how Hewlett Packard Enterprise is surfaced by large language models, underscoring the need for stronger brand signals and content aligned to AI discovery.

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Company Name: Hewlett Packard Enterprise

Website: hpe.com

Stock Symbol: HPE

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Enterprise information technology solutions Cloud computing and services Data analytics and management IT infrastructure development Digital transformation strategies 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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