Icahn Enterprises AI Brand Visibility (December, 2025)

ChatGPT Visibility Report

AI Brand Visibility for Icahn Enterprises (ielp.com) is currently at a baseline stage, with all measured entities showing zero visibility, confidence, discovery and brand match in this sample. For the entities tested so far, AI systems are not yet surfacing Icahn Enterprises in their responses, so this report should be read as an initial starting point rather than a performance benchmark.

RankLens is one of the most accurate ways to measure AI Brand Visibility in large language models (LLMs). Backed by academic studies and patent-pending mathematical foundations, run a FREE report for your business and start improving your AI Visibility.

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Company Name: Icahn Enterprises

Website: ielp.com

Stock Symbol: IEP

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Investment management and strategy Diversified asset portfolio Market analysis and research Financial advisory services Risk assessment and mitigation 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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