Of 60 answers

The most named companies in the study, and S&P 500 financials, with how many of their 60 AI answers named them.

Booth 11041
Finance studyChapter 03: Wealth

“I have about $10 million in investable assets. Which firm should I use to manage my investments?”

Saying how much money you have changes who AI names. Private banks appear in 3% of answers when nothing is said. At $10 million, they appear in 60%.

name a private bank when nothing is said
3%
name a private bank when nothing is said
name one at $10 million
60%
name one at $10 million
2.9%
Nothing
2.2%
$25k
40%
$2m
60%
$10m
58%
High net worth
Share of answers that name a private bank, by what the customer said about their money first.
Who gains

J.P. Morgan Private Bank goes from almost never named to the top

Share of answers naming each firm with nothing said, and once the customer says they have $10 million.

FirmNothing said$10 million
J.P. Morgan Private Bank0.7%31.1%
Citi Private Bank0%23.5%
Goldman Sachs Private Wealth Management0%22%
Bank of America Private Bank1.4%18.7%
Fidelity13.6%28.9%
Morgan Stanley2.9%18.2%
UBS1.4%15.9%
Goldman Sachs0%14.4%
Kinds of firm

Money moves the answer from retail banks and brokers to private banks

Share of answers naming at least one firm of each kind.

Said nothing about money
Retail banks
19%
Discount brokers
14%
Full-service wealth managers
13%
Robo-advisers
11%
Online banks
10%
Credit unions
10%

Names no firm at all in 46% of answers.

Said they have $10 million to invest
Private banks
60%
Full-service wealth managers
41%
Independent advisers
18%
Discount brokers
16%
Retail banks
8.3%
Card issuers
6.1%

Names no firm at all in 17% of answers.

Where you pay tax

Say you are tax resident in the UAE, and Emirates NBD leads the answers

Fidelity is named in 18% of answers when nothing is said, and 0% once the customer is tax resident in the UAE.

What the customer said firstNamed mostShare
Said nothing about money or taxFidelity18%
Said they have $10 million to investJ.P. Morgan Private Bank26%
Said they are tax resident in the UAEEmirates NBD31%
Said they are tax resident in MonacoUBS Monaco20%
Said they are tax resident in the Cayman IslandsCayman National32%
$10 million, tax resident in the UAEEmirates NBD28%
$10 million, tax resident in the Cayman IslandsButterfield35%

This run was asked on its own, through a different route from the rest of the study. Compare its rows with each other, not with the figures above.

How we asked

We wrote 12 money questions, each in 3 wordings. We asked each one with and without a statement of wealth, on October 9, 2026.

The questions are separate from the study and count towards no score.

A second AI model read a sample of 150 answers again. It agreed on which firms an answer names in 75% of them.

The tax residence questions were asked separately from the study, through OpenRouter, of the same four assistant families with web search. Compare its arms only with its own control, where nothing about the asker is said. They were asked on October 14, 2026. We read 1,008 answers.

Next step

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Money20/20 USA · Las Vegas · October 18 to 21

Come see us at Booth 11041

In the Money Hall, between the Meridian Stage and the ArrA.I.val Stage, across the aisle from Mastercard.