Taylor Swift’s Eras tour exposes ticket resale fraud

High-demand cultural events, like Taylor Swift’s Eras Tour, create temporary but intense economies that may encourage fraud in ticket resale markets and other areas. Here are components of a stress test for digital payments, secondary markets and consumer protection spheres, plus principles and lessons for fraud examiners.

It’s January 2023, and you’re on a mission to purchase tickets for you and a friend to attend Taylor Swift’s Eras tour concert in June. You log on to StubHub, a ticket reseller and purchase two seats in the upper tier “nosebleed” section costing half your month’s salary. You arrive at the stadium, buy your concert T-shirts and head to your seats. But there’s a problem: Two concertgoers are already sitting in your seats. You bought tickets that had already been sold.

On March 3, 2025, the Queens County (New York) district attorney arrested two suspects who allegedly stole more than 900 sold concert tickets, most of which were for Swift’s Eras Tour, and resold them for a profit of more than $600,000.

The Queens district attorney's office said that one of the defendants and an accomplice, who both worked for a third-party contractor in Kingston, Jamaica, used their access to StubHub’s computer system to find a secure area of the network that contained URLs of sold tickets. They allegedly redirected the URLs to their coconspirators in Queens who posted the tickets to StubHub then raked in the cash for worthless tickets.

The Queens fraudsters are just a few of the thousands who illegally profited from the record-breaking Eras Tour, which redefined the global music industry while simultaneously exposing structural vulnerabilities in digital marketplaces, consumer protection systems and financial oversight frameworks. The tour, which "surpassed $2 billion in revenue, became the highest-grossing concert series in history.

This column details my research on Swift’s Eras tour as a measurable financial stress test of consumer protection and fraud exposure heightened by fan frenzy. I relied primarily on publicly available data, including regulatory reports, media investigations and platform pricing disclosures for my analysis. Though the Eras tour is a singular case, it offers insight into a fraud scheme affecting concert ticket resale markets.

Platform failure and market distortion

Large profits tend to attract thousands of fraudsters. Cities hosting Swift performances reported boosts in tourism, hospitality and local tax revenues generated by her ardent fans, “Swifties” — a phenomenon labeled the “Swift lift.” Yet beyond its legitimate economic impact, the “Swiftie economy” engendered a parallel financial ecosystem in opaque secondary markets. Ticket resales, peer-to-peer (P2P) payments and informal fan-to-fan exchanges created conditions resembling “shadow finance,” in which financial transactions occur beyond regulated markets.

The initial Swift concert ticket sale collapse on Ticketmaster in late 2022 triggered U.S. congressional scrutiny and public outcry. Overwhelming demand, bot activity and infrastructure failures created artificial scarcity, which pushed fans into secondary markets almost immediately to search for tickets.

Resale platforms such as StubHub, SeatGeek and Vivid Seats reported average resale prices between $1,500 and $3,000, compared to face values ranging from $49 to $499. In major metropolitan markets, ticket-resale prices can exceed face value by large margins, sometimes reaching 2,000% from original ticket prices below $500, depending on seat tier, event popularity and proximity to the event date. (See "References" at the end of this column from which resale prices were derived.)

These pricing distortions resemble speculative bubbles in sports and commodities markets where scarcity and emotional demand inflate valuations. This economic behavior mirrors “the superstar effect” that Sherwin Rosen and Allen Sanderson observed in their 2002 article “Labour Markets in Professional Sports,” in which consumer demand produces outsized financial concentration around a single performer.

However, unlike official ticket-sales markets, secondary-ticket markets operate with inconsistent transparency, fragmented oversight and limited safeguards —  conditions that increase fraud risk.

Shadow finance and informal exchange

Research on shadow finance, epitomized by the gray markets of ticket resales, explains how informal markets flourish when formal systems fail to allocate goods efficiently. For example, researchers report in the Journal of Retailing that gray markets — unauthorized and unorthodox distribution channels for legal and illegal goods and services — emerge when official channels are perceived as inaccessible or unfair. For Swifties, the technological breakdown on Ticketmaster and distrust of the platform incentivized consumers to bypass official resale mechanisms.

Other researchers observe that informal systems tend to grow under scarcity conditions, such as Edgar Feige’s article, “Reflections on the meaning and measurement of unofficial economic activity,” published in International Tax and Public Finance, and Rafael La Porta and Andrei Shleifer in, “Informality and Development” published in the Journal of Economic Perspectives. Secondary ticket exchanges, particularly those occurring on social media platforms and private forums, frequently emerge when tickets are limited. However, consumers, in this case fans, often rationalize gray-market participation as necessary rather than risky.

These informal exchanges often rely on P2P-payment applications like Venmo, Zelle and Cash App. But unlike credit card transactions, these systems lack standardized chargeback protections, and funds are frequently irreversible once transferred.

Consumers exposed to fraud

The fraud surge accompanying the Eras Tour aligns with broader trends identified by the U.S. Federal Trade Commission (FTC), which reported $12.5 billion in consumer fraud losses in 2024. The FTC doesn’t isolate ticket scams, but it warns that fraud spikes around high-demand tours and sports championships. Barclays reports that in 2025 consumers in the U.K. lost an average 150 pounds to event ticket scams.

Secondary ticket fraud commonly follows a predictable pattern:

1. Fraudsters advertise tickets on Instagram, Facebook Marketplace or resale forums.
2. Buyers are directed to P2P payment apps.
3. Screenshots or counterfeit tickets are delivered or nothing at all.

Victims of counterfeit ticket scams reported losses ranging from several hundred to several thousand dollars.

My analysis of social media platforms during on-sale windows reveals behaviors that accelerated fraud: urgency, implied scarcity and “parasocial trust” — one-sided feelings of intimacy and familiarity. Fans often relied on shared identity (Swiftie trust) to justify bypassing verification protocols. This emotional connection distinguishes fandom-driven fraud from other marketplace scams.

The U.S. Senate’s Permanent Subcommittee on Investigations launched an inquiry into the payment platform, Zelle, and documented substantial complaint volumes and uneven reimbursement practices across institutions. Unlike credit cards, which embed network-level dispute resolution systems, some P2P platforms may treat fraud as an individual consumer problem. The committee found that reimbursements to consumers dropped from 62% in 2019 to 38% in 2023 for disputed fraudulent transactions. Approximately 90% of users who reported losing money to fraud weren’t reimbursed in 2023.

The structural imbalance, speed and convenience versus reversibility and protection creates ideal conditions for authorized push payment (APP) scams, in which fraudsters manipulate victims into transferring money, often via apps like Venmo or Zelle.

Financial crime typologies and value conversion

Beyond consumer fraud, high-value tickets resemble goods used in trade-based money laundering (TBML). The Financial Action Task Force has long warned that scarce, portable goods with opaque pricing structures can facilitate value conversion to move, store or disguise goods.

Eras tour tickets meet several risk criteria:

• Scarcity-driven valuation.
• Rapid resale liquidity.
• Transferability across platforms.
• Pricing opacity.

Fraudsters purchase tickets at face value using illicit funds, resell them through legitimate exchanges and deposit proceeds as ostensibly lawful merchant revenue. While large-scale laundering cases involving concert tickets aren’t widely documented, the methods resemble those used in luxury goods and travel fraud.

Europol has documented similar systems in airline ticket fraud schemes, demonstrating how event-based commodities can serve as conduits for value transfer. We shouldn’t dismiss secondary ticket markets as trivial consumer disputes; they function as hybrid marketplaces where cultural commodities intersect with financial crime systems.

Crypto and brand governance

The Swiftie economy also intersected indirectly with cryptocurrency markets. Following the collapse of FTX in 2022, media reports revealed that the cryptocurrency exchange had pursued a sponsorship deal reportedly worth approximately $100 million with Taylor Swift, which ultimately didn’t materialize.

Unlike celebrity endorsers of FTX, such as Tom Brady and Shaquille O'Neal, who both later faced civil litigation, Swift smartly didn’t proceed with endorsement arrangements. Although accounts differ regarding negotiation details with Swift’s team, this episode reinforces the need to scrutinize any fintech partnerships and consider reputational risks when cultural brands intersect with lightly regulated financial products.

Red flags in secondary ticket fraud

The Swiftie case provides practical signals for fraud examiners and compliance professionals:

Market-level red flags

• Immediate resale listings at multiple times the face value of tickets.
• High-volume listings from newly created accounts.
• Identical seat numbers or QR codes repeated across platforms like Instagram and Facebook Marketplace.
• Coordinated listings across platforms.

Transaction-level red flags

• Requests for payment via P2P apps or cryptocurrency.
• Refusal to use escrow or platform buyer protections.
• Pressure tactics emphasizing urgency.
• Screenshots instead of authenticated ticket transfers.

Behavioral red flags

• Appeals to shared fandom identity.
• Public solicitation followed by private-message negotiation.
• Buyers bypassing verification due to emotional attachment.

Investigations require combining traditional fraud methodologies with fintech-focused analysis, including payment rail tracing, (finding missing payments through transactions in financial networks); digital artifact review (assessing digital documents for authenticity); network mapping of sellers’ social media handles (analyzing relationships between different online usernames to uncover fraudsters’ identities); and metadata examination (detecting manipulation in digital content or transactions).

Structural challenges

Investigating secondary ticket fraud has its obstacles:

• Irreversibility of P2P transfers.
• Jurisdictional fragmentation, with laws that differ among regions.
• Limited data sharing between ticket platforms and payment providers.
• Lack of detection, monitoring or enforcement normalizes gray markets for consumers.
• Chronic underreporting from fraud victims because of their embarrassment or perceived futility.

These barriers reinforce the need for proactive deterrence rather than reactive intervention.

Implications for fraud examiners

Secondary ticket markets associated with mega-events are predictable environments for fraud in high-demand cultural moments. They combine scarcity, emotional decision-making, fragmented platforms and irreversible payments--precisely the conditions that allow fraud to thrive.

Fraud examiners should:

• Integrate secondary marketplaces into enterprise fraud risk assessments.
• Deploy pre-event monitoring around known high-demand releases, looking for early resale listings, fake offers, stolen accounts on the dark web, newly created accounts and unusual spikes in transactions.
• Incorporate behavioral risk indicators into detection models.
• Advocate for earlier intervention controls rather than remediation after the fact.
• Regulators may also consider harmonizing P2P consumer protections with credit card dispute frameworks, particularly for APP scams.

Stress test for cultural economies

The Swiftie economy illustrates how cultural phenomena can expose structural weaknesses in financial systems. What began as a record-breaking concert tour evolved into a stress test for digital payments, secondary markets and consumer protection spheres.

High-demand events may create temporary but intense parallel economies that resemble shadow finance systems driven by scarcity, emotion, fragmentations across platforms and vulnerability to fraud. In this way, ticket resale fraud isn’t just isolated consumer misconduct — it’s a systemic financial crime risk. While the Eras Tour represents an exceptionally high-demand event, findings may not generalize uniformly in lower-demand markets. However, as digital commerce increasingly merges with identity, fandom and community, anti-fraud professionals must anticipate — not merely react to — the financial risks embedded within modern cultural economies.

Kishani Udugampola, Ph.D., CFE, is a senior associate for governance and controls supervision at the Federal Reserve Bank of New York and an adjunct professor at Rutgers University - School of Criminal Justice. The views and opinions expressed here are the author's and don't represent an official position of the Federal Reserve Bank of New York or the Federal Reserve system..Contact her at kishani.u@gmail.com.

*Taylor Swift image by Carlos Alvarez/STRINGER VIA GETTY IMAGES

References

"The Taylor Swift Ticketmaster fiasco turned her Swiftie army into resale entrepreneurs—but it’s wreaking havoc on her concerts," by Prarthana Prakash, Fortune, May, 25, 2023. 

"Why you can't find cheap Taylor Swift concert tickets," by Dan Primack, Axios, May, 20, 2023.

"Taylor Swift resale tickets soar on secondary markets," by Troy Smith, Axios, December 2, 2022.  

"Fan demand driving Taylor Swift ticket resale prices, Vivid Seats CEO says," BNN Bloomberg, August 10, 2023.

"Event ticket sales: Market characteristics and consumer protection issues," U.S. Government Accountability Office, 2018,  GAO-18-347.