TravelCenters of America AI Brand Visibility (February, 2026)

ChatGPT Visibility Report

AI Brand Visibility for TravelCenters of America (ta-petro.com) shows a low but measurable level of exposure in AI results, led by truck stop convenience amenities with a Visibility Index of 97, an average rank of 3.0, and discovery in about 100% of sampled responses. Across all 5 entities linked to TravelCenters of America, the average Visibility Index is about 36, with limited LLM confidence at roughly 22% and moderate brand discovery around 45%. For the top entity truck stop convenience amenities, AI responses show very strong confidence at about 93% and very strong brand match near 90%, indicating strong visibility quality for the strongest touchpoint. Travel and fuel services also contributes to the brand’s footprint, with a Visibility Index of 66, very strong discovery close to 100% and no measurable confidence around 0%. Another key entity, professional driver resources, holds a extremely low Visibility Index of 18 with limited discovery (about 25% of responses) and very limited confidence near 16%. In summary, TravelCenters of America 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: TravelCenters of America

Website: ta-petro.com

Stock Symbol: TA

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Relevant Entities

Travel and fuel services Truck stop convenience amenities Professional driver resources Highway rest area facilities Food and retail options 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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