Allison Transmission Holdings AI Brand Visibility (December, 2025)

ChatGPT Visibility Report

AI Brand Visibility for Allison Transmission Holdings (allisontransmission.com) points to a developing but still below-target level of exposure in AI results, with automatic transmission manufacturing leading AI exposure on a Visibility Index of 99, an average rank of 2.0, and appearing in around 100% of measured iterations. Across all 5 entities linked to Allison Transmission Holdings, the average Visibility Index is about 53, with moderate LLM confidence at roughly 55% and solid brand discovery around 60%. For the top entity automatic transmission manufacturing, AI responses show very strong confidence at about 100% and very strong brand match near 97%, indicating strong visibility quality for the strongest touchpoint. Commercial vehicle drivetrain solutions also contributes to the brand’s footprint, with a Visibility Index of 90, very strong discovery close to 100% and solid confidence around 74%. In addition, heavy-duty transmission technology shows below target visibility, combining a Visibility Index of 62 with solid discovery near 75% and very strong confidence near 100%. In summary, the patterns here show how Allison Transmission Holdings is interpreted by large language models and provide a roadmap for where to deepen or rebalance AI exposure.

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Company Name: Allison Transmission Holdings

Website: allisontransmission.com

Stock Symbol: ALSN

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Relevant Entities

Heavy-duty transmission technology Commercial vehicle drivetrain solutions Automatic transmission manufacturing Power management systems for vehicles Transmission repair and maintenance 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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