KUALA LUMPUR, June 21 — You are in the queue. Your favourite artist is finally coming to town, but you have been staring at a frozen loading bar for three hours.
The salt in the wound? Seeing those same “sold out” tickets pop up on resale sites at triple the price while you are still stuck in digital limbo. This is the era of the ticketing battle, and for most fans, it is a fight they are destined to lose.
Whenever a high-stakes event drops — be it an A-list concert, a motorsport race, or a limited-edition streetwear launch — you aren’t just competing with other fans. You are up against thousands of bots.
The use of automated software is no longer a mere crisis: it is the grim new norm. From stadium seats to rare collectibles, the “hype-driven” retail sector is being systematically plundered by code.
What exactly are ticket scalping bots?
According to bot management provider GeeTest, these are automated programmes built for one purpose: to buy faster and in larger volumes than any human ever could.
They strike the millisecond sales open. Their goal is to secure high-demand inventory instantly, only to flip it for a staggering markup on resale giants like Viagogo and StubHub, or local marketplaces like Carousell. Social media platforms like X and Threads have also morphed into open secondary markets.
The recent BTS World Tour ‘Arirang’ pre-sale serves as a prime example. Inventory vanished within hours, only to resurface on social feeds with eye-watering price tags.
This has birthed a secondary “service” industry: providers now charge fans between RM50 and RM200 just to secure a ticket on their behalf, bypassing the public queue entirely.
Cybersecurity firm Imperva notes that professional scalpers deploy scalable infrastructure that ordinary fans simply cannot match. These actors study launches months in advance. When the “buy” button goes live, their bots are ready to execute a transaction in milliseconds.
The data is sobering. Across major markets, over 40 per cent of all online ticket bookings are orchestrated by bots, even in regions with strict anti-scalping laws.
According to Maia Research, this secondary resale industry is skyrocketing: it is projected to grow from a US$22.8 billion valuation in 2022 to a massive US$43.1 billion by 2028.
The anatomy of a ticket heist
Professional scalping is a three-stage operation: monitor, bypass, and checkout.
- Monitoring: Also known as “drop checking.” Scalpers use bots to constantly probe retailer websites and social media feeds. They are looking for the exact moment a link goes live.
- Bypassing Security: To avoid being blocked, bots route traffic through residential proxies, using thousands of fake but legitimate-looking IP addresses. They use advanced code to slice through CAPTCHAs and inventory limits.
- Automated Checkout: The bot autofills forms in a flash. It uses a rotating list of credit cards and slightly altered names or address formats to hide the fact that a single buyer is vacuuming up the entire stock.
Cybersecurity firm Friendly Captcha identifies three specific predators in this ecosystem:
- Spinner bots: These refresh a vendor’s site relentlessly until tickets appear, then snatch them instantly.
- Sniper bots: These hunt for specific high-value seats or sections.
- Drop checker bots: These act as continuous surveillance networks. They don’t buy; they scan inventories and social feeds for any sign of a restock or update.
The underground market: Where do they get the tech?
Modern scalpers aren’t necessarily master coders. They simply rent the expertise. Sophisticated, ready-made “scalping software” is available on open digital marketplaces and private chat groups. Sites like Wrath and Cybersole openly market themselves as automation software providers.
There is also a thriving culture of “cook groups.” These are private, subscription-based communities on Discord or Telegram.
Members pay a monthly fee for early “drop” info and access to the latest bot software. It is a professionalized, underground economy.
The legal battleground
Malaysia currently lacks specific anti-scalping legislation, but other nations are setting the pace. The United States enacted the Better Online Ticket Sales (BOTS) Act as early as 2016, prohibiting software that bypasses purchase limits or security measures.
The United Kingdom utilizes the Digital Economy Act 2017 alongside the Digital Markets, Competition and Consumers Act.
These laws empower regulators to hit rule-breaking platforms with massive fines without a lengthy court process. They are also advancing a “Ticket Tout Ban” bill, which would make it illegal to resell live event tickets for more than their face value.
While Malaysia has no such laws yet, change is on the horizon. The Ministry of Domestic Trade and Cost of Living (KPDN) and the Communications Ministry are reportedly formulating a framework to finally address the scalping crisis. Until then, the battle for the front row remains a war of man versus machine.
