Morgan Stanley AI Brand Visibility (February, 2026)

ChatGPT Visibility Report

AI Brand Visibility for Morgan Stanley (morganstanley.com) reflects a low but measurable level of exposure in AI results, where wealth management strategies is the strongest entity with a Visibility Index of 97, typical rank around 2.0, and appearing in roughly 100% of AI replies. Across all 5 entities linked to Morgan Stanley, the average Visibility Index is about 41, with moderate LLM confidence at roughly 48% and moderate brand discovery around 50%. For the top entity wealth management strategies, AI responses show very strong confidence at about 95% and very strong brand match near 100%, indicating strong visibility quality for the strongest touchpoint. Investment management services also contributes to the brand’s footprint, with a Visibility Index of 50, solid discovery close to 75% and solid confidence around 63%. Another key entity, financial advisory solutions, holds a low Visibility Index of 43 with moderate discovery (about 50% of responses) and very strong confidence near 81%. Overall, the report highlights sizeable gaps in how Morgan Stanley is surfaced by large language models, underscoring the need for stronger brand signals and content aligned to AI discovery.

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Company Name: Morgan Stanley

Website: morganstanley.com

Stock Symbol: MS

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Relevant Entities

Investment management services Financial advisory solutions Wealth management strategies Capital markets operations Retirement planning 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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