Advance Auto Parts AI Brand Visibility (February, 2026)

ChatGPT Visibility Report

AI Brand Visibility for Advance Auto Parts (advanceautoparts.com) points to a developing but still below-target level of exposure in AI results, with auto parts and accessories leading AI exposure on a Visibility Index of 98, an average rank of 2.0, and appearing in around 100% of measured iterations. Across all 5 entities linked to Advance Auto Parts, the average Visibility Index is about 67, with solid LLM confidence at roughly 75% and solid brand discovery around 65%. For the top entity auto parts and accessories, AI responses show very strong confidence at about 96% and very strong brand match near 100%, indicating strong visibility quality for the strongest touchpoint. Automotive repair supplies also contributes to the brand’s footprint, with a Visibility Index of 97, very strong discovery close to 100% and very strong confidence around 93%. Another key entity, car improvement products, holds a strong Visibility Index of 97 with very strong discovery (about 100% of responses) and very strong confidence near 94%. Taken as a whole, these findings give Advance Auto Parts a concrete view of where AI models recognise the brand today and where targeted improvements can deliver the most lift.

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Company Name: Advance Auto Parts

Website: advanceautoparts.com

Stock Symbol: AAP

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Relevant Entities

Auto parts and accessories Vehicle maintenance solutions Automotive repair supplies Car improvement products Tools for vehicle service 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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