Insperity

ChatGPT Visibility Report

AI Brand Visibility for Insperity (insperity.com) reflects an extremely low level of exposure in AI results, where human resource management solutions is the strongest entity with a Visibility Index of 46, typical rank around 14.0, and appearing in roughly 75% of AI replies. Across all 5 entities linked to Insperity, the average Visibility Index is about 21, with limited LLM confidence at roughly 27% and limited brand discovery around 35%. For the top entity human resource management solutions, AI responses show moderate confidence at about 52% and very strong brand match near 100%, indicating low visibility quality for the strongest touchpoint. In addition, employee benefits administration services shows low visibility, combining a Visibility Index of 38 with moderate discovery near 50% and solid confidence near 64%. In addition, payroll processing and compliance shows extremely low visibility, combining a Visibility Index of 23 with moderate discovery near 50% and limited confidence near 21%. Taken together, these results show that Insperity 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: Insperity

Website: insperity.com

Stock Symbol: NSP

Sector: Business Services Leaderboard

Industry: Diversified Outsourcing Services

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Relevant Entities

Human resource management solutions Employee benefits administration services Workforce optimization strategies Payroll processing and compliance Business performance consulting 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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