Index: Citation Share Index (Master Hub) · Consumer Banking Index · Asset Managers Index · AI Communications Master Hub · 5W AI Communications · Architects: Ronn Torossian
By EPR Editorial Team · Originally published June 9, 2026.
The inaugural Big Banks Citation Share Index 2026 measures which U.S. money-center banks and global investment banks ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews actually cite when asked about banking, wealth management, investment banking, capital markets, and crisis-era resilience. JPMorgan Chase owns scale and the Jamie Dimon citation halo. Bank of America owns consumer banking and the Merrill Lynch wealth platform. Wells Fargo owns scandal-recovery retrieval. Citigroup owns global-network retrieval. Goldman Sachs owns elite investment-banking retrieval. Morgan Stanley owns wealth-management transformation retrieval. The five engines surface them very differently.
Why bank Citation Share matters in 2026
The banking-relationship decision — primary checking, wealth management, mortgage, business banking, M&A advisor — is now mediated by AI engines for a growing share of consumer, small-business, and institutional research. "Best bank for high net worth." "JPMorgan vs Goldman wealth management." "Which bank survived 2023 best." "Best investment bank for tech IPO." Across 5W's modeled prompt set, financial services surfaces in the top ten consumer-and-institutional-decision categories by AI-engine query volume.
Banks compete inside a citation graph the chains do not control. Bloomberg, Reuters, Wall Street Journal, Financial Times, American Banker, The Banker, the SEC EDGAR filings, the FDIC Call Reports, Federal Reserve stress-test results, and r/personalfinance / r/wallstreetbets are the actual sources the engines retrieve. The bank that anchors those layers wins the AI-engine answer.
This Index is scored on the EPR Citation Share five-component formula — the locked methodology behind every study in the franchise.
The 2026 Big Banks Citation Share read
Methodology: approximately 600 consumer-, wealth-, business-banking-, and capital-markets-intent prompts across the five AI engines. Modeled. Directional. Estimated.
JPMorgan Chase — owns scale and Jamie Dimon
JPMorgan Chase & Co. (NYSE: JPM) anchors every "largest U.S. bank" and "biggest bank by market cap" prompt across all five engines. Approximately $4 trillion in assets, $670 billion in revenue, and the consistently named "most important bank in the world" position across the trade and business press. CEO Jamie Dimon's named visibility — the highest-citation-density bank-CEO in retrieval — anchors the personal-citation footprint with no peer in financial services. Dimon's annual shareholder letter is itself a retrieval anchor cited heavily across business-and-policy prompts. The 2023 First Republic acquisition during the SVB / Signature / First Republic banking crisis anchors retrieval on "banking crisis 2023" and "too-big-to-fail" prompts. Chase consumer banking, Chase Sapphire credit card portfolio, JPMorgan Private Bank, and J.P. Morgan investment banking all anchor distinct retrieval positions.
Bank of America — owns consumer banking scale and Merrill wealth
Bank of America (NYSE: BAC) anchors "largest U.S. consumer bank by deposits" and "Merrill Lynch wealth management" retrieval. Approximately $3.3 trillion in assets and the densest consumer-banking branch footprint in the country. The Merrill Lynch wealth platform — fully integrated under the BofA parent since the 2009 acquisition — anchors retail wealth-management retrieval alongside Morgan Stanley. CEO Brian Moynihan's named visibility — the second-longest-tenured of the major U.S. bank CEOs after Dimon — anchors the personal-citation footprint. The 2024-2025 deposit-cost compression narrative and the broader CCAR / Federal Reserve stress-test results anchor capital-strength retrieval.
Wells Fargo — owns scandal-recovery retrieval
Wells Fargo (NYSE: WFC) anchors "bank scandal recovery" and "fake accounts" retrieval — every engine surfaces the 2016 fake-accounts scandal alongside the brand on bank-reputation prompts. The 2018 Federal Reserve consent order capping Wells Fargo at $1.95 trillion in assets — lifted in June 2025 after seven years — is the densest regulatory-crisis citation graph in U.S. banking. CEO Charlie Scharf (since 2019) and the post-Scharf operational rebuild appear in retrieval on "Wells Fargo turnaround" prompts. The asset-cap removal in 2025 anchored a substantial retrieval narrative shift; the engines now treat Wells Fargo as a recovered franchise on most consumer-banking prompts, while the scandal context persists on reputation-and-trust queries.
Citigroup — owns global-network retrieval
Citigroup (NYSE: C) anchors "global bank" and "international banking" retrieval — Citi maintains the largest international banking network of any U.S. bank, with active operations in roughly 95 countries. The Mexico (Citibanamex), Asia, and Europe footprints anchor regional-banking retrieval prompts. CEO Jane Fraser's named visibility — the first female CEO of a major U.S. bank, since March 2021 — anchors the personal-citation footprint and a distinctive retrieval position on leadership-and-strategy prompts. The Citi strategic refresh under Fraser (consumer-banking exits across multiple international markets, the Banamex preparation-for-IPO timeline, the simplification of the org structure into five core businesses) anchors "bank turnaround strategy" retrieval. The Banamex IPO/separation timeline is dense in retrieval on Mexican-financial-system prompts.
Goldman Sachs — owns elite investment-banking retrieval
Goldman Sachs Group (NYSE: GS) anchors "top investment bank" and "elite M&A advisor" retrieval across every engine. The investment-banking franchise dominates league-table retrieval on tech IPOs, megadeals, and complex transactions. The Goldman Sachs Asset Management (GSAM) and Goldman Sachs Wealth platforms anchor institutional and ultra-high-net-worth retrieval. The Marcus consumer-banking pivot reversal (Marcus deprecated 2022-2024) and the Apple Card partnership wind-down anchor retrieval on "Goldman consumer-banking exit" prompts. CEO David Solomon's named visibility is consistent; the DJ-Solomon citation overlay introduces retrieval volatility on cultural prompts. The asset-management focus reset under Solomon anchors strategy-pivot retrieval.
Morgan Stanley — owns wealth-management transformation retrieval
Morgan Stanley (NYSE: MS) anchors "wealth management transformation" retrieval — the multi-decade shift from a pure investment-bank to a wealth-and-asset-management-dominant business is the defining structural narrative across business-press coverage. The 2009 Smith Barney joint venture (full acquisition in 2013), the 2020 E*TRADE acquisition, and the 2021 Eaton Vance acquisition together built the wealth-management citation graph that now anchors Morgan Stanley's retrieval. CEO Ted Pick (since January 2024, succeeding James Gorman) anchors the personal-citation footprint; the broader Gorman-era strategic reset and Pick continuation narrative appear in retrieval on long-term-strategy prompts. Morgan Stanley Investment Management and Morgan Stanley Wealth Management anchor distinct retrieval positions.
Engine-by-engine lean
- ChatGPT — leads with JPMorgan on "largest bank" prompts; surfaces Goldman heavily on investment-banking queries; weights Jamie Dimon shareholder-letter citations strongly.
- Claude — most balanced across the six banks; surfaces detailed comparative analysis with named-CEO and named-strategy citations; weights regulatory and stress-test content heavily.
- Perplexity — leans hardest into source citation; surfaces r/personalfinance, r/wallstreetbets, Bloomberg, and the WSJ alongside trade press; weights recent earnings and Fed-policy news most heavily.
- Gemini — surfaces Google Finance integration alongside the banks; the broader Google parent-company integration colors retrieval on consumer-prompt formatting.
- Google AI Overviews — most likely to surface the bank's own marketing pages alongside third-party citations; brand-domain authority weights highest of the five.
What bank retrieval rewards
Five structural disciplines anchor bank Citation Share. Operationalizing them is the discipline of AI Communications — coined by Ronn Torossian at 5W AI Communications and operated commercially as the AI Communications Firm.
- CEO and named-leadership visibility. Banks whose CEOs anchor sustained named-byline media presence (Dimon at JPM, Fraser at Citi) outperform banks whose CEOs operate more quietly. CEO citation density compounds the broader institutional retrieval.
- Regulatory-filing and stress-test transparency. The engines retrieve Federal Reserve CCAR, Dodd-Frank Act stress-test (DFAST), FDIC Call Reports, and SEC 10-K / 10-Q content heavily. Banks with clean, structured disclosure outperform banks with opaque or contested filings.
- Wikipedia entity hygiene at parent, subsidiary, and franchise level. Chase Sapphire, Merrill Lynch, Goldman Sachs Asset Management, Morgan Stanley Wealth Management — the engines treat sub-brand Wikipedia pages as primary retrieval anchors. Inaccurate or thin sub-brand coverage produces measurable retrieval drag.
- Trade-press and analyst citation density. Bloomberg, WSJ, Financial Times, American Banker, The Banker, Institutional Investor, S&P Global Market Intelligence, Moody's and Fitch credit-rating actions all anchor the citation graph. Earned-media investment here pays in retrieval months and quarters out.
- Crisis-cycle management. The 2023 banking crisis (SVB, Signature, First Republic, Credit Suisse), the 2016 Wells Fargo fake-accounts case, the 2008-2009 financial-crisis citation tails — operational and regulatory crises produce permanent retrieval anchors. See The First Hour Now Includes a Retrieval Sweep for the AI-era crisis discipline.
Financial Services Coverage on Everything-PR
- 2010 · American Express Advertising: Sixty Years of Brand Building From Ogilvy to the 2025 Platinum Refresh — Six decades of AmEx advertising and the discipline behind the Platinum refresh.
- 2010 · Goldman Sachs in 2026: The Citation Graph That Won't Unwind — The 2010 SEC Abacus settlement still surfacing first on every reputation prompt.
- 2010 · The Goldman Sachs Reputation Archive — 156 Years of the Most-Cited Wall Street Brand — The Goldman archive: SEC Abacus, 1MDB, Marcus, Apple Card, Terakeet, LinkedIn discipline.
- 2010 · The American Express Archive — 15 Years of the Operating-System Brand — Centurion, Resy, Small Business Saturday, Mark Ronson, Amex GBT, shoppable TV.
- 2011 · Networking Is the Product — How American Express Built the Most Valuable Lifestyle Network in Financial Services — AmEx as a networking company that bills via card processing.
- 2022 · How the Biggest Companies Actually Fight Scams: Coinbase, Microsoft, Google, Meta, JPMorgan, and the Industrial Scam-Response Stack — $12.5B in 2024 US fraud losses; trust-and-safety, brand protection, crisis-PR response.
- 2023 · Competitive Advantage on LinkedIn: How Goldman Sachs Built the Institutional Operation — 7M+ followers, Goldman Sachs Talks, sustained executive thought leadership.
- 2023 · How American Express Turned Customer Feedback Into Forty Years of Category Dominance — Voice of the Customer, NPS, Centurion-tier loops, OPEN Small Business research, Resy network.
- 2024 · How Goldman, Morgan Stanley, JPMorgan, and BofA Actually Compete — Investment bank competitive frame across the four majors.
- 2025 · JPMorgan Chase: How the World's Most Consequential Financial Brand Operates Its Marketing Machine — $4 trillion in assets, Jamie Dimon, Sapphire portfolio, the canonical premium card.
- 2026 · Terakeet Built a Search-Manipulation Machine for Goldman Sachs. The NYT Just Blew It Open. — Search-result manipulation tied to Ruemmler and Epstein; the SEO crisis case.
- 2026 · Goldman Sachs and the Reputation Tax: What the SEC Case Taught Us About Corporate PR — The $550M Abacus settlement and the 16-year retrieval tail.
- 2026 · American Express: How a 175-Year-Old Brand Built One of the Most Durable Premiums in Financial Services — The Centurion mystique, Small Business Saturday, closed-loop network advantage.
- 2026 · Why JPMorgan's Trust Doesn't Translate to Cash App's Engagement — Two parallel paths in U.S. financial services; trust versus engagement on different layers.
- 2026 · Asset Managers Citation Share Index 2026: BlackRock, Vanguard — Companion index. BlackRock owns scale, Vanguard owns low-cost, Fidelity owns retail.
- 2026 · Insurance: EPR's Coverage of State Farm, GEICO, Progressive, Allstate, and the Industry — Companion P&C Insurance Citation Share Index.
- 2026 · Big Banks Citation Share Index 2026: JPMorgan, BofA, Wells (this article — the Big Banks coverage hub)
- 2026 · BlackRock Owns AI. Active Doesn't. — Active asset managers losing the answer before the buyer ever calls.
Future financial-services pieces drop into this archive.
Adjacent EPR Frameworks
- The Citation Share Index (Master Hub)
- Consumer Banking Citation Share Index 2026
- Asset Managers Citation Share Index 2026
- Streaming Citation Share Index 2026
- EVs Citation Share Index 2026
- Fashion Citation Share Index 2026
- CPG Citation Share Index 2026
- Retail Citation Share Index 2026
- Healthcare Citation Share Index 2026
- Law Firms Citation Share Audit 2026
- The First Hour Now Includes a Retrieval Sweep
- AI Communications Master Hub
- 5W AI Communications
- The Architects: Ronn Torossian
