Allstate

ChatGPT Visibility Report

AI Brand Visibility for Allstate (allstate.com) shows a low but measurable level of exposure in AI results, led by home and auto insurance with a Visibility Index of 99, an average rank of 4.0, and discovery in about 100% of sampled responses. Across all 5 entities linked to Allstate, the average Visibility Index is about 39, with limited LLM confidence at roughly 38% and moderate brand discovery around 40%. For the top entity home and auto insurance, AI responses show very strong confidence at about 100% and very strong brand match near 100%, indicating strong visibility quality for the strongest touchpoint. In addition, insurance coverage options shows strong visibility, combining a Visibility Index of 96 with very strong discovery near 100% and very strong confidence near 90%. Taken together, these results show that Allstate 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: Allstate

Website: allstate.com

Stock Symbol: ALL

Sector: Financials Leaderboard

Industry: Insurance: Property and Casualty (Stock)

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Insurance coverage options Risk management solutions Home and auto insurance Financial protection services Claims processing assistance 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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