Advance Auto Parts AI Brand Visibility (December, 2025)

AI BRAND VISIBILITY CHART

ChatGPT Visibility Report

Executive Visibility Summary

AI Brand Visibility for Advance Auto Parts (advanceautoparts.com) shows a developing but still below-target level of exposure in AI results, led by auto parts and accessories with a Visibility Index of 98, an average rank of 2.0, and discovery in about 100% of sampled responses. 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%. In addition, car improvement products shows strong visibility, combining a Visibility Index of 97 with very strong discovery near 100% and very strong confidence near 94%. In summary, the patterns here show how Advance Auto Parts is interpreted by large language models and provide a roadmap for where to deepen or rebalance AI exposure.

AI BRAND ENTITY REPORT

Entity	Website	Rank (Avg)	LLM Confidence	Brand Appearance (SoV)	Brand Discovery	Brand Target	Brand Match
auto parts and accessories	advanceautoparts.com	2	96%	4/4 / (5%)	100%	100	100%

vehicle maintenance solutions	advanceautoparts.com	0	0%	0/0 / (0%)	0%	0	0%

automotive repair supplies	advanceautoparts.com	2	93%	4/4 / (5%)	100%	100	100%

car improvement products	advanceautoparts.com	2	94%	4/4 / (5%)	100%	100	100%

tools for vehicle service	advanceautoparts.com	8	91%	1/4 / (1.25%)	25%	13	100%

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Company Overview

Company Name: Advance Auto Parts

Website: advanceautoparts.com

Stock Symbol: AAP

About:

Advance Auto Parts supplies quality automotive parts and accessories, supporting drivers with expert advice, reliable products, fast service, and trusted solutions to keep vehicles running efficiently.

AI Brand Visibility Targets

Relevant Entities

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

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About RankLens

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.

Metric Definitions

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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