Selective Insurance Group AI Brand Visibility (February, 2026)

ChatGPT Visibility Report

AI Brand Visibility for Selective Insurance Group (selective.com) points to an extremely low level of exposure in AI results, with personal lines protection leading AI exposure on a Visibility Index of 76, an average rank of 13.0, and appearing in around 100% of measured iterations. Across all 5 entities linked to Selective Insurance Group, the average Visibility Index is about 20, with very limited LLM confidence at roughly 12% and limited brand discovery around 25%. For the top entity personal lines protection, AI responses show limited confidence at about 28% and solid brand match near 74%, indicating above average visibility quality for the strongest touchpoint. In addition, commercial insurance options shows extremely low visibility, combining a Visibility Index of 23 with limited discovery near 25% and limited confidence near 33%. In summary, Selective Insurance Group 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: Selective Insurance Group

Website: selective.com

Stock Symbol: SIGI

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Relevant Entities

Insurance coverage solutions Risk management services Commercial insurance options Personal lines protection Claims support 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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