Phillips 66

ChatGPT Visibility Report

AI Brand Visibility for Phillips 66 (phillips66.com) indicates an extremely low level of exposure in AI results, with oil refining processes currently at the top of the list on a Visibility Index of 89, an average rank of 7.0, and discovery close to 100%. Across all 5 entities linked to Phillips 66, the average Visibility Index is about 25, with limited LLM confidence at roughly 27% and limited brand discovery around 30%. For the top entity oil refining processes, AI responses show solid confidence at about 70% and very strong brand match near 100%, indicating above average visibility quality for the strongest touchpoint. Fuel delivery and logistics also contributes to the brand’s footprint, with a Visibility Index of 37, moderate discovery close to 50% and solid confidence around 63%. Taken together, these results show that Phillips 66 is still early in its AI visibility journey and will benefit from focused initiatives to increase recognition in model responses.

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Company Name: Phillips 66

Website: phillips66.com

Stock Symbol: PSX

Sector: Energy Leaderboard

Industry: Petroleum Refining

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Relevant Entities

Fuel delivery and logistics Renewable energy solutions Oil refining processes Transportation fuel options Energy infrastructure 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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