Northrop Grumman AI Brand Visibility (February, 2026)

ChatGPT Visibility Report

AI Brand Visibility for Northrop Grumman (northropgrumman.com) indicates a developing but still below-target level of exposure in AI results, with aerospace and defense solutions currently at the top of the list on a Visibility Index of 97, an average rank of 3.0, and discovery close to 100%. Across all 5 entities linked to Northrop Grumman, the average Visibility Index is about 62, with solid LLM confidence at roughly 61% and solid brand discovery around 65%. For the top entity aerospace and defense solutions, AI responses show very strong confidence at about 94% and very strong brand match near 100%, indicating strong visibility quality for the strongest touchpoint. Another key entity, unmanned aerial vehicle innovation, holds a strong Visibility Index of 94 with very strong discovery (about 100% of responses) and very strong confidence near 85%. Another key entity, space systems engineering, holds a strong Visibility Index of 91 with very strong discovery (about 100% of responses) and solid confidence near 75%. In summary, the patterns here show how Northrop Grumman is interpreted by large language models and provide a roadmap for where to deepen or rebalance AI exposure.

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Company Name: Northrop Grumman

Website: northropgrumman.com

Stock Symbol: NOC

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Relevant Entities

Aerospace and Defense Solutions Advanced Technology Development Cybersecurity and Intelligence Services Space Systems Engineering Unmanned Aerial Vehicle Innovation 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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