Sanmina AI Brand Visibility (December, 2025)

ChatGPT Visibility Report

AI Brand Visibility for Sanmina (sanmina.com) reflects a low but measurable level of exposure in AI results, where advanced manufacturing services is the strongest entity with a Visibility Index of 93, typical rank around 6.0, and appearing in roughly 100% of AI replies. Across all 5 entities linked to Sanmina, the average Visibility Index is about 40, with limited LLM confidence at roughly 34% and moderate brand discovery around 45%. For the top entity advanced manufacturing services, AI responses show very strong confidence at about 83% and very strong brand match near 100%, indicating strong visibility quality for the strongest touchpoint. Electronics supply chain solutions also contributes to the brand’s footprint, with a Visibility Index of 89, very strong discovery close to 100% and solid confidence around 70%. In addition, custom product development shows extremely low visibility, combining a Visibility Index of 19 with limited discovery near 25% and very limited confidence near 19%. Overall, the report highlights sizeable gaps in how Sanmina 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: Sanmina

Website: sanmina.com

Stock Symbol: SANM

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Relevant Entities

Advanced manufacturing services Electronics supply chain solutions Integrated technology solutions High-tech outsourcing partnerships Custom product development 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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