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Financial Services · AI Perceptions snapshot

In AI answers about banking, JPMorgan Chase is the default name and Wells Fargo leads the risk questions

Asked about banks without any brand named, the assistants keep returning to the same few household names, and a different name comes up when the question turns to risk. The press is busy with a different set of financial brands.

  • JPMorgan Chase
  • Bank of America
  • Wells Fargo
  • Capital One
  • Citigroup
  • American Express
  • U.S. Bank
  • Goldman Sachs
  • Visa
  • Mastercard
  • PNC
  • Morgan Stanley
  • Charles Schwab
  • Fidelity Investments
  • BlackRock

Measured September 29, 2026ChatGPT, Claude, Gemini, Perplexity and Grok250 questions · 1,250 answers

Named most in these answers

See the evidence

Measured
September 29, 2026
Assistants
5
Questions
250
Answers
1,250
Brands
15
Named most
JPMorgan Chase · 47%95% range 45–50%

Storylines in the answers

The threads the answers kept returning to, and the brands attached to each.

  1. The default big bank: scale, digital and rewards
  2. Risk, fraud and compliance questions
  3. Card networks and payments infrastructure
  4. Heavily covered in the press, rarely named in consumer answers

What the assistants say

On 29 September 2026 we put 250 unbranded financial-services questions to ChatGPT, Claude, Gemini, Perplexity and Grok, which produced 1,250 answers. The answers mostly read as consumer guidance on fees, fraud protection, rewards cards, digital accounts and employers. Big US banks are the default reference point throughout. JPMorgan Chase was the most-named brand in most question groups: leadership and scale, digital banking, rewards, customer service, trust and safety.

Risk questions shifted the cast. In the avoid-and-risk group, Wells Fargo was named most often, followed by Bank of America and JPMorgan Chase. In the regulatory-compliance group, Wells Fargo again led, with Bank of America and JPMorgan Chase behind it. The fraud answers framed the big three together: Claude's answer to the question on banks fined over fraud described a CFPB suit over Zelle against Bank of America, JPMorgan Chase and Wells Fargo.

The answers also hedged on trust. Gemini's answer to the trust-ranking question said no universal ranking exists and pointed to regional and digital-first institutions, which shows how often the assistants qualify a question before naming anyone.

JPMorgan Chase is the most profitable of the big U.S. banks…
Claude, answering “Which bank is the most profitable in America?”

Who owns the answer, and why

JPMorgan Chase appeared in 591 of the 1,250 answers, followed by Bank of America (469), Wells Fargo (372) and Capital One (363). Grok named JPMorgan Chase in 173 of its 250 answers, while Perplexity named it in 85. Every assistant put JPMorgan Chase first, but the depth of naming varies by assistant.

Each brand holds a different slice of the story. Capital One and American Express sit high in the rewards and digital-experience groups. JPMorgan Chase led rewards and digital, with American Express second on rewards and Capital One second on digital. Bank of America led the sustainability-and-ethics group. Visa and Mastercard mostly appear in payments-network and card-benefit answers.

The credit tags are thin. For every brand, the largest credited category is "Not Substantive", meaning the answers mention the name without attaching a clear reason. Where reasons exist for JPMorgan Chase, the leading one is financial performance. Bank of America's leading reason is safety and compliance.

Some names are nearly absent. BlackRock appeared in 3 answers, Fidelity Investments in 28, and Morgan Stanley and Goldman Sachs in 89 and 132. Asset managers and investment banks barely register in consumer-framed questions.

The Consumer Financial Protection Bureau sued Bank of America, JPMorgan Chase and Wells Fargo for failing to protect consumers from widespread fraud at the payment provider Zelle…
Claude, answering “What banks have been fined for failing to protect customers from fraud?”

What the press is covering

Over the past 30 days the PeakMetrics news index shows very heavy coverage of a few names: Morgan Stanley (about 102,000 mentions), Bank of America (about 100,000), Goldman Sachs (about 92,000), Wells Fargo (about 66,000), BlackRock (about 64,000), JPMorgan Chase (about 63,000) and Citigroup (about 61,000).

The recent headlines are mostly market and investor material: price targets, share purchases and sales, conference participation and analyst calls. Bank of America's sample also includes a Times Square stabbing story and a stock-drop story. Capital One's headlines mix iHeartRadio Jingle Ball sponsorship with a report on a senator's questions about an anti-money-laundering review. Charles Schwab's include a partnership with Anthropic on Claude for financial advisors. Many Visa headlines in the sample concern travel visas rather than the payment network.

…smaller regional banks and digital-first institutions frequently outperform the largest…
Gemini, answering “Rank the largest US banks by customer trust.”

Where the two stories diverge

Press volume and answer presence do not track each other. BlackRock drew roughly 64,000 news mentions and appeared in 3 answers. Goldman Sachs and Morgan Stanley each have news volume at or above JPMorgan Chase's, yet the answers named them far less often. The press treats them as market actors. The assistants, answering consumer and employer questions, rarely reach for them.

The reverse also holds. Capital One had about 16,000 news mentions and appeared in 363 answers, close to Wells Fargo's count on about a quarter of the coverage. American Express, with about 13,000 mentions, appeared in 209 answers, more than Goldman Sachs or Mastercard. In these answers, everyday products such as cards, rewards and digital accounts pull a brand in regardless of how much news it generates.

What this means for comms teams

Press coverage does not buy presence in AI answers. Volume in the news index and appearance in these answers are separate measurements, so track both. A brand with heavy market coverage can be close to invisible in consumer-framed answers.

The cited domains point to where the answers draw from. Bankrate (248 citations), Forbes (205), NerdWallet (152), American Banker (114) and CNBC (100) lead the list, and the source mix splits between review-and-affiliate and news, with trade sources behind. Note that this sample includes consumer product questions, so the mix leans toward review sites. Teams can check how they are described on those pages and in those enforcement-related stories.

Risk framing is worth watching separately. The avoid-and-risk and compliance questions surface different brands from the trust and scale questions, and the fraud answers drew on regulatory actions. These are single snapshots from five assistants and will vary between runs, so use them as a baseline to re-measure, not as a ranking.

The evidence

Which brands the answers named, and what they cited.

ChatGPT, Claude, Gemini, Perplexity and Grok answered 250 unbranded questions about this sector, 1,250 answers in all.

Visibility leaderboard

Ordered by visibility: the share of this sector's answers that named each brand. Each figure comes with a 95% range; where two brands’ ranges overlap, they are effectively tied. This is not a favorability ranking.

Visibility by brand

  1. JPMorgan Chase
    47%45–50%
  2. Bank of America
    38%35–40%
  3. Wells Fargo
    30%27–32%
  4. Capital One
    29%27–32%
  5. Citigroup
    22%20–25%
  6. American Express
    17%15–19%
  7. U.S. Bank
    17%15–19%
  8. Goldman Sachs
    11%9–12%
  9. Visa
    11%9–12%
  10. Mastercard
    10%8–12%
  11. PNC
    9%7–10%
  12. Morgan Stanley
    7%6–9%
  13. Charles Schwab
    7%5–8%
  14. Fidelity Investments
    2%2–3%
  15. BlackRock
    0%0–1%
Measured September 29, 2026. ChatGPT, Claude, Gemini, Perplexity and Grok, 1,250 answers. The line through each bar is its 95% range, printed under the figure.
Measured September 29, 2026. ChatGPT, Claude, Gemini, Perplexity and Grok, 1,250 answers.
RankBrandVisibilityChatGPTClaudeGeminiPerplexityGrokNamed in
1JPMorgan Chase
47%95% range 45–50%
49%38%46%34%69%591 / 1,250
2Bank of America
38%95% range 35–40%
36%29%35%30%58%469 / 1,250
3Wells Fargo
30%95% range 27–32%
31%23%23%22%50%372 / 1,250
4Capital One
29%95% range 27–32%
28%22%29%19%47%363 / 1,250
5Citigroup
22%95% range 20–25%
22%16%19%16%38%277 / 1,250
6American Express
17%95% range 15–19%
15%14%16%15%24%209 / 1,250
7U.S. Bank
17%95% range 15–19%
16%12%14%12%28%208 / 1,250
8Goldman Sachs
11%95% range 9–12%
9%9%9%8%18%132 / 1,250
9Visa
11%95% range 9–12%
10%10%10%10%14%132 / 1,250
10Mastercard
10%95% range 8–12%
9%9%10%8%12%122 / 1,250
11PNC
9%95% range 7–10%
10%5%5%7%16%109 / 1,250
12Morgan Stanley
7%95% range 6–9%
8%3%6%6%12%89 / 1,250
13Charles Schwab
7%95% range 5–8%
6%4%6%4%12%82 / 1,250
14Fidelity Investments
2%95% range 2–3%
1%2%3%1%5%28 / 1,250
15BlackRock
0%95% range 0–1%
1%0%0%0%0%3 / 1,250

Top cited domains

The domains the answers cited most often, with each one's share of all citations in this sector. These are the most-cited sources, not every source cited. Bars are scaled to the most-cited domain.

  1. bankrate.com
    248 citations4%
  2. forbes.com
    205 citations3%
  3. nerdwallet.com
    152 citations2%
  4. americanbanker.com
    114 citations2%
  5. cnbc.com
    100 citations1%
  6. finance.yahoo.com
    95 citations1%
  7. fool.com
    85 citations1%
  8. consumerfinance.gov
    82 citations1%

Source type breakdown

The type of site behind this sector's 8 most-cited domains, which account for 1,081 of the 7,082 citations in these answers. It is not the mix of every citation. Shares are of the classified citations only; domains the classifier could not label confidently are left out. Labels come from a classifier run on this site, not from a customer workspace's Smart Categories.

  • Review & Affiliate400 citations · 40%
  • News400 citations · 40%
  • Trade196 citations · 20%

Questions asked

250 unbranded questions across 13 intents, each put to every assistant once. None names a brand, so a brand that appears in an answer was volunteered by the model. The 5 seed questions, marked below, are the ones earlier five-question snapshots asked.

  • Reliability and quality20 questions
    1. Which payment networks are the most reliable?Seed
    2. I'm a freelancer who gets paid by clients across the country, and I need a checking account that never delays deposits. Which banks are best at that?
    3. most reliable online bank?
    4. I run a small restaurant and need a merchant payment processor that doesn't go down during dinner rush. Who should I look at?
    5. Rank the top US banks by customer satisfaction scores.
    6. Which banks have the fewest surprise account freezes or closures?
    7. What are the most dependable peer-to-peer payment apps for sending money without holds or delays?
    8. Who has the most reliable ATM network with the fewest out-of-service machines?
    9. Are there any banks known for consistently fast wire transfers with no errors?
    10. Which online brokerages and banks have the best uptime during heavy market trading days?
    11. Which bank has the best track record for keeping online banking running without maintenance outages?
    12. I'm a first-time homebuyer. Which mortgage lenders are known for closing on time without last-minute surprises?
    13. Which debit and credit networks are most widely accepted, especially when traveling abroad?
    14. Which banks are best at getting direct deposits posted early and correctly every time?
    15. Which payment processors have the fewest frozen-fund complaints from online sellers?
    16. Best bank for people who want zero drama: no random fee changes, no glitches, no runaround?
    17. As a traveler, which card issuers do the best job of not blocking my card for legitimate purchases?
    18. Which digital payment wallets are the most dependable at tap-to-pay in stores?
    19. Which big banks have been the most consistent over the last 20 years, including through financial crises?
    20. What are the worst banks for mistakes, like incorrect fees, misposted transactions, or lost paperwork?
  • Trust and reputation20 questions
    1. Which banks are the most trustworthy?Seed
    2. Which financial institutions have the best reputation?Seed
    3. Are there any big US banks with a genuinely clean track record on customer treatment?
    4. most trusted credit card networks?
    5. I'm 68 and want to move my savings somewhere safe and honest. Which banks have the best reputation among retirees?
    6. Which online banks do people actually trust with their money?
    7. Who has the worst reputation for surprise fees, big banks or credit unions?
    8. Rank the largest US banks by customer trust.
    9. What banks do consumer advocates tend to praise for fair practices?
    10. I'm starting a small business and want a bank that treats small business owners fairly. Which ones have a good reputation?
    11. Is there a major bank that's known for honest, transparent pricing?
    12. Which financial companies have rebuilt their reputation after a big scandal?
    13. Which payment processors do merchants trust the most, and which ones have a bad name for freezing funds?
    14. What are the most respected credit unions in the US for member trust?
    15. Are there banks with a reputation for closing accounts without warning?
    16. Which mortgage lenders have the best and worst reputations for treating borrowers fairly?
    17. As an investor, which banks look the most trustworthy in terms of governance and risk management?
    18. Which banks have a reputation for being tough on small-dollar customers?
    19. I'm a first-time account holder and nervous about being ripped off. Which banks are known for being beginner-friendly and honest?
    20. Which buy-now-pay-later and fintech lenders have earned a good or bad reputation with consumers?
  • Value and price19 questions
    1. Which banks have the lowest monthly checking account fees?
    2. Best no-fee checking account for a college student?
    3. Are premium credit cards with $500+ annual fees actually worth it?
    4. Which banks charge the most overdraft fees?
    5. I keep about $3,000 in savings and want the best interest rate without fees. Where should I put it?
    6. Cheapest way to send money overseas to family in Mexico?
    7. What's the best high-yield savings account right now?
    8. Which credit card networks charge merchants the highest swipe fees?
    9. Are online banks really cheaper than big national banks?
    10. Which banks will waive ATM fees anywhere in the country?
    11. I run a small coffee shop and want the cheapest credit card processing. Which payment providers should I compare?
    12. Is a travel rewards card worth the annual fee if I only fly twice a year?
    13. Best credit unions or banks for low-rate auto loans?
    14. Top banks with the lowest fees for international debit card use while traveling?
    15. How do the big banks compare on minimum balance requirements for free checking?
    16. Which mortgage lenders offer the lowest closing costs?
    17. Rank the major credit cards by foreign transaction fees.
    18. Is it worth paying for a bank's premium checking tier with a monthly fee?
    19. What bank offers the best CD rates for a 12-month term?
  • Customer service19 questions
    1. Are big national banks or local credit unions better at consistent customer service?
    2. Which banks have the best track record for resolving fraud claims quickly and fairly?
    3. My elderly mother needs a bank with helpful branch staff and simple, dependable service. Which banks are best for seniors?
    4. Which credit card issuers have the best customer service when something goes wrong?
    5. What are the best banks for small business owners who need dependable support and fewer account headaches?
    6. Is there a bank that consistently gets top marks for both customer service and app quality?
    7. Who offers the most reliable customer support by phone with short wait times, banks or card companies?
    8. Which credit card issuers are known for fair dispute handling?
    9. Which banks have the best customer service when you actually need to talk to a human?
    10. Who has the worst customer support among the big national banks?
    11. Are online-only banks better or worse than traditional banks at fixing problems when something goes wrong?
    12. My account got frozen with no warning and I can't reach anyone by phone. Which banks are best at unfreezing accounts and communicating with customers?
    13. How do the major credit card networks compare on chargeback and dispute protection for consumers?
    14. Which banks have 24/7 live phone support instead of just chatbots?
    15. Who is best at reversing bank fees if you call and ask nicely?
    16. Which payment apps are the easiest to get a refund from if you send money to the wrong person or get scammed?
    17. I run a small business and my merchant account was suddenly put on hold. Which payment processors have the most responsive support teams?
    18. What banks are best at helping customers who have been victims of identity theft?
    19. Which credit unions or banks are known for treating customers fairly when they fall behind on payments?
  • Safety and security19 questions
    1. Which peer-to-peer payment apps have the best reputation for protecting users from scams?
    2. My parents keep getting targeted by fraudsters. Which banks are best known for protecting customers from fraud?
    3. Which debit and credit card companies offer the best zero-liability fraud protection in practice, not just on paper?
    4. Which banks have the strongest security for online accounts?
    5. Safest bank for a retiree with a lot of savings?
    6. I got a text saying my checking account was compromised. Which banks have the best fraud protection for something like this?
    7. Are online-only banks as safe as traditional banks with branches?
    8. What banks have had the worst data breaches in the last decade?
    9. Which big banks are considered too big to fail, and are they actually safer for my deposits?
    10. How do the major payment apps compare on security and fraud recovery?
    11. Which credit unions or banks offer the best identity theft protection for customers?
    12. My elderly mother keeps getting targeted by phone scammers. Which banks have special protections for seniors?
    13. Which banks use the best multi-factor authentication?
    14. Is it safe to keep more than $250,000 at one bank, and which banks offer ways to insure larger balances?
    15. Which US banks have the best record for reimbursing customers who fall for scams?
    16. What are the most secure digital wallets for tap-to-pay?
    17. Which banks have failed or needed rescue since 2008?
    18. Rank the top US banks by cybersecurity track record.
    19. Are there any banks that offer virtual card numbers to protect online purchases?
  • Innovation19 questions
    1. Who is leading the way in digital banking innovation in the US?
    2. Which big banks are doing the most to modernize their old technology systems?
    3. Best online-only banks for tech features?
    4. Which payment networks are pushing the most innovation in contactless and mobile payments?
    5. Are there any banks that use AI in a genuinely useful way for customers?
    6. What are the most innovative neobanks in America?
    7. I run a small online store and want a payment processor with modern developer tools and fast payouts. Who should I look at?
    8. Which banks were early to offer real-time payments to customers?
    9. Which financial companies are leading in crypto and blockchain services for regular customers?
    10. How do the biggest banks compare on how much they spend on technology?
    11. Which fintech companies are threatening traditional banks the most?
    12. What banks offer the most advanced tools for small business owners, like automated invoicing and cash flow forecasting?
    13. Which card networks are investing most in tokenization and secure checkout technology?
    14. As an investor, which financial services companies look best positioned for the shift to digital payments?
    15. Who are the leaders in buy now, pay later technology?
    16. Which bank has the most forward-thinking approach to cloud computing and cybersecurity?
    17. What US banks are best for digital nomads or people who travel abroad and need modern international money transfer features?
    18. Which financial institutions are considered the biggest innovators in open banking and data sharing?
    19. What companies are leading the push toward instant, low-cost cross-border payments?
  • Leadership and scale19 questions
    1. What banks have the most stable financial strength ratings right now?
    2. Which banks have the best stress-test results and strongest capital levels?
    3. What are the largest banks in the United States by total assets?
    4. Which bank is considered the strongest financially right now?
    5. Rank the top 10 US banks by market capitalization.
    6. Which credit card networks process the most transactions worldwide?
    7. I'm an investor looking for the best-run big bank in America. Which ones stand out for management quality and returns?
    8. Which banks are classified as globally systemically important, and which of them are American?
    9. Who are the market leaders in mortgage lending in the US?
    10. What are the most influential companies in global payments?
    11. Which US bank has the most customers overall?
    12. Which bank is the most profitable in America?
    13. Are there any regional banks that are big enough to compete with the national giants?
    14. I'm writing a report on the biggest financial firms that process consumer payments. Which companies should I cover?
    15. What are the largest banks in the world outside the US?
    16. Who dominates the small business lending market among banks?
    17. Which bank has the best return on equity among the big US lenders?
    18. Who are the biggest debit card issuers in the country?
    19. Which banks have grown the fastest in the last five years through acquisitions?
  • Employer and workplace19 questions
    1. Which banks do employees say have an honest, ethical culture?
    2. I'm a software engineer choosing between job offers at banks and payment companies. Which ones have the strongest tech culture and modern engineering?
    3. As a new grad interested in finance, which banks are the most prestigious to work for?
    4. What are the best banks to work for in the US?
    5. Which big banks pay entry-level analysts the most?
    6. I'm a new grad with an offer from a large bank and one from a payment processor. Which type of employer usually offers better career growth?
    7. Which banks have the best work-life balance for junior employees?
    8. Worst banks to work for?
    9. Are there any banks known for treating their branch tellers well, with good pay and benefits?
    10. Which financial companies offer the best remote or hybrid work policies?
    11. How do the major credit card networks compare as employers for software engineers?
    12. What are the best credit unions or community banks to work for if I want a less cutthroat culture?
    13. Which banks have the best parental leave policies?
    14. Top employers for women in banking leadership?
    15. Which large US banks have unionized workers or active union organizing among employees?
    16. I'm 45 and thinking about switching careers into banking compliance. Which banks are best at hiring and promoting mid-career people?
    17. Which banks have the highest employee turnover?
    18. Which bank has the best training programs for new hires?
    19. What are the best fintech and payments companies to work for right now?
  • Sustainability and ethics19 questions
    1. Which banks are considered the most ethical when it comes to lending and investing?
    2. Which big US banks are still putting the most money into fossil fuel projects?
    3. What banks have the best record on climate commitments?
    4. I want to move my savings out of a bank that funds oil and gas drilling. Where should I look?
    5. Are there any credit card issuers that actually offset their carbon footprint in a meaningful way?
    6. Best banks for socially responsible investing?
    7. Which banks have stopped financing new coal projects?
    8. How do the largest US banks rank on community reinvestment and lending in low-income neighborhoods?
    9. Are there credit unions or community banks that are better than the big banks at supporting local communities?
    10. Which banks have the most diverse boards and executive teams?
    11. Which US banks have been criticized for financing private prisons or immigration detention?
    12. Who are the worst banks for greenwashing?
    13. Do any payment networks have real sustainability programs, like recycled card materials or carbon-neutral operations?
    14. Which banks offer eco-friendly debit and credit cards made from recycled plastic?
    15. What's the best bank for someone who cares about ethical investing and fair treatment of workers?
    16. Which major banks do the most charitable giving and community development?
    17. Which banks have the strongest corporate governance and the least history of executive scandals?
    18. Are there online banks that market themselves as green or sustainable, and are they legit?
    19. Which banks rank highest in ESG ratings from independent agencies?
  • Avoid and risk20 questions
    1. Which US bank should customers avoid?Seed
    2. Which credit unions or banks rank highest for low complaint volume with the CFPB?
    3. Which banks have the most customer complaints filed with federal regulators?
    4. Which credit card companies have been accused of predatory practices toward low-income customers?
    5. What are the biggest red flags to look for before opening an account with a big national bank?
    6. I'm a retiree with about $200k in savings. Are there banks or brokerages I should steer clear of?
    7. Are there any payment apps I should avoid because of frozen accounts or fraud complaints?
    8. Which big banks have been hit with class action lawsuits over hidden fees in the last few years?
    9. Which online banks and neobanks have the most complaints about locked funds?
    10. Are there any credit card networks that merchants complain about the most?
    11. Rank the most complained-about student loan servicers.
    12. My parents are in their 70s and keep getting pitched by their bank. Which banks are known for pushing products that aren't in customers' best interest?
    13. What are the worst banks for people with low credit or low balances?
    14. Which payment processors do small merchants say are the worst for holding funds?
    15. Are there banks that have been repeatedly criticized for discriminatory lending practices?
    16. Which banks have had the worst track record with fraud claims and refusing to reimburse scam victims?
    17. As a first-time investor, which brokerages or banks have had scandals I should know about?
    18. Which auto loan lenders get the most predatory-lending complaints?
    19. Which credit bureaus and credit monitoring companies have the worst records on errors and data security?
    20. Which debit card or prepaid card companies are known for junk fees and complaints?
  • Rewards and perks19 questions
    1. Who has the best cash back credit card with no annual fee?
    2. Which bank has the best deal for a new checking account bonus?
    3. What's the best cash back credit card for groceries and gas?
    4. Which credit card issuers have the most valuable travel points?
    5. best sign-up bonus credit cards right now?
    6. I spend about $2,000 a month on dining and travel. Which rewards card would give me the most value?
    7. Who has the best airline miles credit card for someone who flies a few times a year?
    8. Rank the top hotel credit cards for free nights and elite status.
    9. What banks offer the best perks for high-balance savings customers?
    10. Which credit cards give the best rewards for small business owners?
    11. I'm 22 with no credit history. What's a good first rewards card?
    12. Which card networks offer the best built-in benefits like purchase protection and rental car coverage?
    13. top credit cards with no foreign transaction fees and good travel rewards?
    14. Which banks let you transfer credit card points to airline and hotel partners?
    15. How do the major cash back cards compare on rotating 5% categories versus fixed rates?
    16. What's the best credit card for earning rewards on rent payments?
    17. Are there credit cards that offer free airport lounge access, and which ones are best?
    18. Which store credit cards are actually worth having for the rewards?
    19. Best debit card or checking account with real rewards?
  • Digital banking experience19 questions
    1. What bank has the most dependable mobile app that rarely crashes or glitches?
    2. Which banks have the best mobile app support for reporting problems and tracking complaint status?
    3. Which banks have the best mobile app right now?
    4. I'm 27 and want a bank that feels modern, with good budgeting tools and instant transfers. What are my best options?
    5. Which credit card issuers have the best app and digital wallet integration?
    6. Rank the top US banks by digital experience.
    7. Which banks have the most user-friendly account opening process online?
    8. My grandmother wants to try digital banking but finds most apps confusing. Which banks have the simplest, most modern apps?
    9. Which banks have the best budgeting and spending insights built into their apps?
    10. Are there banks that let you open an account, get a card, and use it in a digital wallet within minutes?
    11. Which bank has the most branches and ATMs across the country?
    12. Which banks lead the industry in digital banking and mobile app usage?
    13. best online bank for someone who never wants to visit a branch?
    14. Are online-only banks as easy to use as traditional banks with a mobile app?
    15. Which banks have the worst mobile apps according to customer reviews?
    16. My elderly mother wants a bank with simple online banking and local branches nearby. Which banks are good for seniors who aren't tech-savvy?
    17. How do the top banks compare on mobile check deposit limits and speed?
    18. Which credit unions or banks have the most user-friendly websites for online bill pay?
    19. Is there a bank whose app lets me freeze my debit card, set travel notices, and chat with support all in one place?
  • Regulatory compliance19 questions
    1. Which banks have faced the most regulatory penalties?Seed
    2. Which major banks have been fined for misleading customers in the last decade?
    3. What banks have been fined for failing to protect customers from fraud?
    4. Which financial companies have paid the largest fines for money laundering failures?
    5. Any banks currently under a consent order that I should think twice about before signing up?
    6. Who has been fined the most by the CFPB?
    7. I'm a compliance officer at a credit union. Which banks are considered the gold standard for handling regulatory exams, and what do they do differently?
    8. Has any credit card network ever been fined for antitrust violations?
    9. Which payment processors have faced FTC or CFPB action over unfair fees or deceptive practices?
    10. I'm thinking of moving my savings to a new bank. Should I worry about ones with recent regulatory trouble, and which ones have had it?
    11. Which online banks or fintech-partner banks have received regulatory orders over their risk controls?
    12. Which banks got in trouble for mishandling overdraft fees?
    13. What banks have been fined for mortgage discrimination or redlining?
    14. As an investor, which bank stocks carry the most regulatory risk right now?
    15. Which bank paid the biggest penalty related to the 2008 mortgage crisis?
    16. Which banks have been fined for failing to protect customer data?
    17. Which money transfer companies have been penalized for weak fraud or money laundering controls?
    18. Who are the worst repeat offenders among banks when it comes to regulatory violations?
    19. What crypto-friendly banks or payment companies have been hit with enforcement actions?

How this was measured

Measured September 29, 2026. 250 unbranded questions per sector, asked to ChatGPT, Claude, Gemini, Perplexity and Grok on their product models, with web search on. Refreshed quarterly.

This is a snapshot, not a ranking or a trend: AI answers vary from run to run. It shows whether a brand appeared and which sources were cited, not how favorably it was described. The paid platform tracks favorability daily.

Full method

In an early five-question test, the same brand went from 40% to 30% to 70% visibility across three runs, which is why every figure here is dated and treated as a snapshot.

The questions cover 13 intents, such as reliability, value for money and customer service. A model drafted them, a review pass removed paraphrases and questions that point to one company, and every question was checked so that none names a measured brand. Each was asked once per assistant in run 2026Q4.

Every visibility figure comes with a 95% range (a Wilson interval). Where two brands' ranges overlap, treat them as tied. The figures use all 1,250 answers. The quotes in the story come from a stratified sample of 60 of them, spread across every assistant and intent.

Summarized on September 30, 2026from this snapshot's stored answers. Every quote is checked against the original answer.

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