Marvell Technology AI Brand Visibility (December, 2025)

ChatGPT Visibility Report

AI Brand Visibility for Marvell Technology (marvell.com) points to a low but measurable level of exposure in AI results, with high-performance computing systems leading AI exposure on a Visibility Index of 94, an average rank of 2.0, and appearing in around 100% of measured iterations. Across all 5 entities linked to Marvell Technology, the average Visibility Index is about 43, with moderate LLM confidence at roughly 44% and moderate brand discovery around 45%. For the top entity high-performance computing systems, AI responses show very strong confidence at about 86% and solid brand match near 74%, indicating strong visibility quality for the strongest touchpoint. Another key entity, semiconductor technology solutions, holds a strong Visibility Index of 90 with very strong discovery (about 100% of responses) and solid confidence near 73%. In addition, networking and storage applications shows low visibility, combining a Visibility Index of 32 with limited discovery near 25% and moderate confidence near 59%. In summary, Marvell Technology 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: Marvell Technology

Website: marvell.com

Stock Symbol: MRVL

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Relevant Entities

Semiconductor technology solutions Data infrastructure innovations Cloud connectivity advancements High-performance computing systems Networking and storage applications 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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