FTC Issues Final Rule Targeting Fake Consumer Reviews and Testimonials, Including Those Generated by Artificial Intelligence AI and Online Bots
![bots for purchasing online](data:image/jpeg;base64,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)
There is, after all, a reason that using scalper bots to buy and sell tickets is illegal. Much to the frustration of shoppers, bots are snatching up exclusive items like sneakers and concert tickets instantly. But while some are fighting back against bots, others are taking advantage of them to access ultra-hyped items the second they drop. There’s not a ton of motivation to solve the issue given that the consoles are being sold either way, so who cares? And people can’t prove the bots got a console and they didn’t, necessarily, and since it happens across almost all retailers, people are equally mad at all of them.
Sign up for The Brief, The Texas Tribune’s daily newsletter that keeps readers up to speed on the most essential Texas news. "They catch up to you and it's a cat-and-mouse game where you're trying to improve your product," Lucas said. "If you find the right opening, you should be able to get the edge."
"Anywhere there is scarcity, there is some form of scalpers or resale market," says Pallant, pointing to sneakers,
Lego
sets and NFTs to make his point. Back then, he says, it was even more difficult to grab a console than it is today. Stock levels were poor and shipments to Australian stores were infrequent. He'd been passionate about programming for a few years and turned his attention to creating a PS5 bot so he could "compete with the scalpers," he says. Texas’ senior U.S. senator, John Cornyn, said he is proposing a federal bill that would require ticket seller and reseller websites to disclose all prices and fees before purchases in response to the ticket fiasco.
Because the sneakers are so valuable to resellers and collectors, the bots designed to snag them are also in high demand. Traffic from a sneaker release in March, showing bot traffic eclipsing human traffic. Nike was also celebrating its "Air Max Day" campaign, in honor of a pair of sneakers released on March 26, 1987. With that came a series of rare releases, including a pair of Sean Wotherspoon Air Max 1/97s, which Complex ranked as the best sneaker of 2018. Karl Triebes, SVP and GM of Application Security at Imperva says, “The security risks that the retail industry faces are more sophisticated, automated, and harder to detect.
Consumers, DTE to expand EV charger network in Michigan
Grinch bots — a breed of sophisticated scalping bots — often disrupt holiday sale events and product drops. They query online inventories and purchase the most sought-after items of the season for the purpose of reselling them at a significant markup. You can foun additiona information about ai customer service and artificial intelligence and NLP. The ecommerce industry remains a lucrative target for cybercriminal activity. Built on a vast network of API connections and third-party ChatGPT dependencies, online retailers are increasingly vulnerable to business logic abuse and client-side attacks. Motivated cybercriminals are also eager to compromise user accounts for personal data and payment information. Reports abound of scalping rings in the United States and the United Kingdom scooping up thousands of Sony Sony PlayStation 5 (PS-5) units on the day they were released.
Fraud bots are the Grinch of online retailing - Digital Commerce 360
Fraud bots are the Grinch of online retailing.
Posted: Tue, 19 Jan 2021 08:00:00 GMT [source]
Internal steps and collaborative efforts are paramount to successfully adopting these strategies. Implementing a multilayered security approach involves integrating advanced bot detection and mitigation technologies that can identify and neutralize threats in real time. This includes deploying machine learning models that analyze user behavior, detect anomalies and distinguish between legitimate users and malicious bots.
Many potential buyers gave up, assuming that the shoes were probably sold out already. “I realized that automating things was the best way to secure not just one pair but multiple pairs,” Mr. Titus said. If there is a person who keeps Shopify employees awake at night, it’s probably Lucas Titus, a 19-year-old who started college in London this month. Nike often collaborated with skaters, designers and streetwear brands such as Supreme, which elevated the SB (for skateboarding) Dunks into a status symbol.
Lewisville Rep. Kronda Thimesch introduced a similar bill to Zaffirini’s in an attempt to quell fans’ bad blood, partially because her own daughter was unable to get tickets. "If a pair of Yeezys were released tomorrow and they didn't sell out, the hype around Yeezys would die down," he said. Security researchers have to contend with millions of bot attacks every day. “For the resellers, especially on the scale that I see within China, where they have thousands and thousands of products,” she added. Some people have insiders at companies that will leak information about upcoming clothes, and the unique product ID needed to quickly spot them as they’re listed online.
Newsletters
Some private groups specialize in helping its paying members nab bots when they drop. These bot-nabbing groups use software extensions – basically other bots — to get their hands on the coveted technology that typically costs a few hundred dollars at release. The Michigan bills would further enforce the federal law and allow the state’s Attorney General office to take legal action against individuals or groups using bots to snatch concert tickets. While fans continue to ask "Is it over now?" the consequences of bot use in online ticket buying will be left to the attorney general. Taylor Swift fans across the state know all too well the fight for Eras Tour tickets against bots. Now, Gov. Katie Hobbs has signed legislation to prevent bots from purchasing more tickets than the posted limit, which could put power back in the hands of ticket buyers across the state.
Using sophisticated bots to exploit weaknesses in online ticketing and queueing systems, they quickly get ahead of everyday fans. These groups aren't too dissimilar to Jeremy's legion of followers listening out for Discord alerts. The cook groups use bots to monitor major retailers and, sometimes, to allow auto-checkout. The major difference is that the groups usually require an upfront fee to gain access to their Discord and are filled with people looking to buy and resell, rather than people just trying to score products for themselves. Most business logic attacks are automated and often target API connections.
![bots for purchasing online](data:image/jpeg;base64,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)
Here, buyers need to use different accounts, proxies to route their traffic, and other technical means as workarounds. UK-based CrepChiefNotify, a subscription service that teaches members how to use bots and alerts them to the availability of hot items, claims its customers have purchased about 6,000 new PS5s and Xboxes. Nike Inc, a major target of resellers, has come up with creative ways to battle the bots, such as giving established members on its SNKRS app the chance to reserve shoes that they can pick up at a Nike store.
The not as good news is that the scalpers and fraudsters are undoubtedly plotting their next workaround as you read this. Spotting a malicious bot engaging in scalping is a more challenging problem. It’s not illegal, but it does violate some retailers’ policies, as it is certainly detrimental to a retailer’s business. Fraudsters know that the early stages of the payment process—account creation, account login and updating accounts with additional payment forms—are more vulnerable than the actual checkout.
Despite how lucrative CyberAIO is, Lucas looks at the sneaker bot as a part-time job -- he's still a student. He said his parents know about his side hustle and are perfectly fine with what he's doing. One prolific unnamed botnet sent more than 473 million requests to visit the website. Two other bots that weren't as popular still managed to hit the website with ChatGPT App 18 million and 9.4 million requests. Sole Collector's sneaker release calendar listed an Adidas collaboration with musician Pharrell Williams, Nike's collaboration with NBA star LeBron James and several Air Jordan releases. "They waited and waited until there was an actual moment with a sale to happen, and they used all the tools in their tool kit," Shaul said.
- The Rule now enables the FTC to seek monetary relief for consumers up to $52,000 per violation—yet enables courts to impose lower per-violation penalties—when businesses buy or sell fake reviews and testimonials.
- Insider spoke to teen reseller Leon Chen who has purchased four bots.
- Subscriptions to the Discord servers can cost $15 to $20 a month, she added.
In certain cultures, the perception of scarcity and value might affect the prevalence of ticket scalping, as there may be a strong belief that highly sought-after events or limited-capacity shows have more value. Ticket scalpers may exploit this perception of scarcity to charge higher prices, and some fans may be willing to pay a premium to secure tickets for these exclusive events. However, Hansen added that digital queue hopping is one of the largest ways online scalpers can gain an unfair advantage.
While many bemoan the practice in tweet threads and Discord channels, others have taken advantage of the scarcity of everything from sneakers to games consoles, Ikea clocks and even snack food -- forming so-called "cook groups." There are indicators that suggest the number of attacks on online retailers will rise during the 2023 holiday shopping season. The majority of attacks on business logic are automated and often focused on abusing API connections. 17% of all attacks on APIs came from bad bots abusing business logic. Attack patterns don’t exist to monitor for these exploitations, and it’s impossible to apply a generic rule and assume all application and API deployments are secure. These methods were used rampantly when Eras Tour tickets went on sale last November, causing a meltdown for fans who waited for hours in jammed virtual queues.
Stripe Customer ID
Scalpers score tickets at face value and then resell them for a significant markup, or cause mayhem by hoarding inventory to jack up those secondary ticketing prices. The result for fans is the same—a massively frustrating experience for those who just want to listen to music. He has since donated $1,000 USD to the Make-A-Wish Foundation from the money he earned in donations gathered by developers who used the bot. “We proposed examining the principles behind Secondary Selling of Tickets legislation drafted to tackle unfair ticket touting as a possible route to prevent scalping,” says Chapman.
- Signifyd provides ecommerce security and fraud prevention services.
- Kanye West worked with Nike and Adidas on realizing his vision for Yeezys.
- Bird Bot, created by Nate, is able to bypass the digital walls of a Walmart or Best Buy to skip lines and checkout with products faster.
But for now, such bots are allowed to conduct their sneaky and profitable campaigns with little legal pushback. Using different tricks, the bots are able to fool retail sites into thinking that they’re legitimate customers. By obtaining a valid cookie, they scrape the website’s inventory to impersonate a human being. The bots are even loaded with CAPTCHA-solving solutions that solve these kinds of Turing tests, which are designed to block such automated tools.
A few months ago, Sony issued a free DLC (downloadable content) for “Astro’s Playroom” that connects the previous game with the new one. Since all PS5 consoles come with “Astro’s Playroom” for free, it’s more than likely that “Astro Bot” will become a big hit for Sony. This is because every console owner has played the previous installment and are likely to want more from the character. Several media reports have indicated that some big time Democratic donors to Kamala Harris’ presidential campaign against Donald Trump are making a push to oust her.
Those bills banned the use of an automated software program to purchase an excess amount of event tickets or circumvent waiting periods and pre-sale codes, according to 12 News in Arizona. For example, advanced bots or human-assisted services bots for purchasing online can bypass CAPTCHAs. Distributed botnets that deploy requests from multiple IP addresses can circumvent rate limiting and IP blocking. These traditional methods can also lead to a poor user experience, causing friction for genuine customers.
community news
When they first drop, most of Supreme’s popular pieces don’t cost much more than a videogame—but obsessives who strike out will spend big bucks on the secondary market to snag the company’s coveted hypebeast staples. The FTC has been on a tear during the Biden years, beefing up enforcement of rules intended to protect consumers, attempting to crack down on scams, and keeping companies in check. Big Tech has also been in the agency’s crosshairs, which has made Khan a target of attacks by many in the business world who see her as being too forceful. The ban on fake reviews includes AI-generated reviews and real people that have no experience with the product being reviewed. Buying reviews, whether positive or negative, is also banned in any form.
The Retail Industry Leaders Association said many stores have policies that monitor and cap the amount of purchases of high-demand products both in the stores and online. U.S. Sen. Charles Schumer is calling on retailers to crack down on the "Grinch bots" that are spoiling the holiday season. I learned, in the process of fighting for the console, that scarcity is not scarce. Sometimes it's deliberately built into sales, other times it's brought on by a worldwide pandemic. The problem is it's not necessarily the manufacturers or retailers that end up hurt or disappointed by demand. I was sitting at my desk and, with the previous day's loss fresh in my mind, ready to move faster than usual.
![bots for purchasing online](data:image/jpeg;base64,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)
"It's growing in sophistication," Kent said about the bot software. Walmart told CBS MoneyWatch earlier this month that it's working to prevent bot activity to ensure customers can buy the new gaming consoles. "It's not unusual to see bot activity, especially on hot items like the PS5," a spokeswoman said.
The two-tone alert signaled a "drop," as PS5 hunters call them, of fresh stock at an online store. It also signaled the opening of an extremely limited window to purchase the console. For Texas Taylor Swift fans, karma is a bill being signed into law Monday that prohibits the use of bots to buy live event tickets online. The new legislation comes after millions of Swifties were unable to live their wildest dreams by attending the pop star’s Eras Tour.
But for sneaker brands and retailers, the relationship is more complicated. Shoppers armed with specialized sneaker bots can deplete a store’s inventory in the time it takes a person to select a size and fill in shipping and payment information. For limited-release shoes, the time advantage afforded by a bot could mean the difference between disappointment and hundreds of dollars in instant profit. As an example, it may take a normal user several screens of interaction to select seats, provide payment details and check-out of a ticketing system. Sophisticated bots used by scalpers can often bypass the ticket selection and payment steps, going straight to the ‘checkout and pay screen’ by exploiting the underlying APIs of the ticketing system.
Bots represent a hot trend in the tech world, touted by the likes of
Google
and Facebook. They're already widespread across the internet, offering useful features like helping you fall asleep. Others have more nefarious purposes, like scooping up all those Kendrick Lamar concert tickets in seconds, before you even have a chance. The bot is so effective at buying exclusive sneakers online that the people tasked with supporting it don't even want a salary. They just want to use the bot to nab the latest pair of sneakers themselves.
Jeremy constantly checks the health of his bot with a dedicated monitor and is active online, making sure he alerts his 75,000 followers to any glitches or pings that might set his bots off accidentally. They begin with the assumption that, though people update their opinions as they receive new information, this process dampens over time; opinions harden. “You’ll listen to me less and less if you already have a lot of information, and something new won’t likely change your opinion,” Zaman said. In addition, account takeover, DDoS, API abuse, and client-side attacks were significant risks.
Although U.S. law prohibits ticketing scalpers under the federal Better Online Ticket Sales (BOTS) Act of 2016, no such protections exist for retailers. A related problem is account takeovers (ATO) because consumers use the same login credentials for various accounts. Fraudsters exploit this by using stolen credentials to launch credential-stuffing attacks. “It indicates that bots are becoming increasingly advanced to overcome increasingly sophisticated bot defenses. Fraudsters are taking advantage of tools, such as highly customized versions of Google Puppeteer and Microsoft Playwright, to develop these automated threats,” Rieniets told the E-Commerce Times. An example would be an agreement between Reddit and Google to let Google use the gathered data to build large language models (LLMs) to train Google AI.
![bots for purchasing online](data:image/jpeg;base64,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)
It will then use that info to interact with a manufacturer’s or retailer’s bots to provide information all the way up to the purchase. It’s centered upon retailers using their AI tools to create a better search journey for their consumers, agrees Liz Papasakelariou, head of consumer products at Publicis Sapient. State Reps. Mike McFall, D-Hazel Park, and Graham Filler, R-Clinton County, introduced two so-called Taylor Swift bills. "I was scammed out of $300 when I was 17, trying to see one of my favorite artists play at a local venue," said Riley Blocker, a sophomore studying popular music and a member of the band Right Rosemary. "Basically, they'd just bought from the venue, potentially with bot accounts, and resold the tickets at a preposterously heightened price." The two-bill package, introduced by Reps. Mike McFall (D-Hazel Park) and Graham Filler (R-St. Johns), is similar to legislation that was enacted into law this month in Arizona, dubbed the “Taylor Swift” bills.
In 2023, attackers put an acute focus on application layer (Layer 7) DDoS, with the goal of disrupting or taking applications offline. One of the larger application layer (layer 7) attacks Imperva monitored was in November 2022, correlating with Black Friday and Cyber Monday. These attacks often come from vast networks of automated bots or compromised devices, known as botnets. Now customers can use it to buy immediately from 130 different shops. Proofpoint's Mesdaq said that CyberAIO is constantly popping up as a highly recommended bot on social media. For a bot to work, it has to be in limited supply -- if everyone had the bot, no one would really have an advantage.
If directed, the programs will automatically pick up the item and bypass the usual shopping cart flow by heading to the checkout page. On October 13, 2023, the third episode of the 15th season of "Shark Tank" premiered on ABC to just over 3.2 million live and same-day viewers. Both Mark Cuban and guest shark Michael Rubin of Fanatic showed interest, with Rubin, in particular, wanting to have the potential disruptor as part of his portfolio instead of on the outside. The legislation is similar to the so-called “Taylor Swift” laws recently passed in Arizona after tickets were gobbled up for Swift's Eras concert tour by automated bots that later resold the tickets for higher prices. The global online ticketing market size is expected to hit $68 billion by 2025, which means ticket scalpers are making more profit than ever on snapping up lucrative tickets to resell on the secondary market.
On the days leading up to Black Friday and Cyber Monday, bots outnumber humans by 20 to 1. The shopping experience is moving from buying from a digital channel to one that’s AI-assisted, more proactive and instructive, and increasingly more tailored to the consumer as an individual, he notes. French-based home improvement retailer Bricorama developed a GenAI-powered conversational shopping assistant called “pAInt,” to interact with and guide customers through every stage of their painting projects. This is important for companies, retailers, and brands to better inform the search journey, which helps position them better to ensure they have the right content and engagement for consumers, Papasakelariou says.