M&T Bank AI Brand Visibility (February, 2026)

ChatGPT Visibility Report

AI Brand Visibility for M&T Bank (mtb.com) indicates an extremely low level of exposure in AI results, with personal financial services currently at the top of the list on a Visibility Index of 92, an average rank of 8.0, and discovery close to 100%. Across all 5 entities linked to M&T Bank, the average Visibility Index is about 26, with limited LLM confidence at roughly 30% and limited brand discovery around 25%. For the top entity personal financial services, AI responses show solid confidence at about 78% and very strong brand match near 80%, indicating strong visibility quality for the strongest touchpoint. Small business banking solutions also contributes to the brand’s footprint, with a Visibility Index of 36, limited discovery close to 25% and solid confidence around 72%. Taken together, these results show that M&T Bank is still early in its AI visibility journey and will benefit from focused initiatives to increase recognition in model responses.

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.

Create a Free AI Visibility Report

Company Name: M&T Bank

Website: mtb.com

Stock Symbol: MTB

---

About:

Relevant Entities

Personal financial services Investment and wealth management Small business banking solutions Home mortgage lending options Online banking technology tools See More Entities

Edit & Schedule Reports

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.

Explore Other AI Brand Visibility Reports

---

---

---

---

Contact Us if you own this business or if you would like to report a data issue.