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3 Ways to Stop Click Farms From Draining Your Ad Budget

2022-09-01
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Fake products hawked by influencers. Shady merchandise on Facebook marketplace. The internet is filled with fraudulent schemes. Among these bad actors are click farms, a particularly sinister fraudulent act aimed explicitly at draining businesses' advertising budgets. Juniper Research estimates that U.S. businesses will lose over $23 billion to this type of ad fraud scheme by the end of the year. Here's what you need to know about click farms and three quick ways to stop them from hurting your business.

What is a click farm?

A click farm is a physical location where a large group of workers spends their days manually clicking on paid advertising at scale. These clicks inflate the ad's traffic and impressions, resulting in zero sales since these fraudulent clicks do not convert to sales.

How do click farms work?

Click farms generate a large volume of "real human" clicks. Bots are better suited for achieving this goal, but websites are better at detecting bot clicks through CAPTCHA and other preventive measures. However, the human element makes all the difference with click farms, as click farm activity is harder to detect.

Here's how the process works.

  • A click farm worker sees as an ad
  • They click on the ad
  • They'll perform the necessary action (download an app, fill out a form, like a post, follow an account, etc.)
  • The attribution system reads the click as valid and charges the advertiser.

The click farm worker repeats this process for every ad, with some going so far as to create fake profiles using stolen identities online.

Take, for example, the $50 billion click farm problem plaguing China. According to Yahoo Finance, there have been reports of click farms housing and operating as many as 17,000 phones simultaneously used to perform clicks based on the buyer's request. This recent rise in click farms in the urban areas of China has affected global advertising. In the U.S., $62 million out of $407 million in ad spend per user was wasted due to ad-fraud schemes.

How to detect click farms on your ad

One way to detect whether click farms are draining your ad budget is by monitoring your traffic activity. Typically, click farms have the same pattern when "click farming" an ad. They share the same phone model, IP address, device, geolocation, browser versions, etc., in large numbers.

Once you notice you're getting clicks from a particular region and they all have the same pattern, check your engagement metrics. Ideally, any platform running ads would allow you to see how your ads perform. It may be a click farm attack if you notice a sudden spike in traffic and a high click-through rate but zero conversions.

Effects of click farms on ad campaigns

Wasted ad spending: This is often the most noticeable impact of click farms on ad campaigns. Due to the fake clicks, advertisers quickly rack up charges that drain their ad budgets. Take an ad running on Google. A competitor can hire a click farm to drive false clicks to your ad. This drains your ad budget with little to no returns. And once you can no longer fund your ads, Google takes you off their platform.

Skewed marketing data: Making accurate marketing decisions relies on evaluating past results and determining the weak and strong points to inform future strategy and improvement. Once this data is compromised with fake clicks, the marketing data becomes useless — without it, advertisers have difficulty running ads that will effectively convert traffic into sales.

Related: How AI Is Addressing the Fraud in Advertising: Here's What You Need to Know

How to combat click farms

1. Enable restrictive geo-targeting

To get the best results for your ad, you have to restrict displaying ads to users in certain regions of the world known for click farms. You can easily set this preference up on any ad platform. Alternatively, you can also block specific IP addresses from accessing your ads. For example, if you notice a sudden spike in clicks from IP addresses in Hong Kong, you can block those addresses.

2. Opt for tasking pre-qualification challenges

CAPTCHA challenges for human verification aren't as compelling — or complex — as they used to be. In less than 5 seconds, click farm workers can bypass the challenge of accessing your ads. However, creating a tasking challenge that requires complete concentration frustrates the workers, hence preventing them from draining your ad budget since they can't do it at scale.

Related: Ask These 6 Questions To Build a Robust Brand Safety Approach

3. Avoid fraudulent publishers and ad platforms

Sometimes, the click farms draining your ad budget are directly from the publishers or supply-side platforms you use. These platforms advertise ad space promising high traffic, clicks, views and impressions to help you connect with your audience. Meanwhile, the traffic they're promising is from click farms. Avoid this scheme by working with ad platforms and publishers that use ads.txt.

ds.txt, which stands for Authorized Digital Sellers, is a text file allowing publishers to list resellers of their ad inventory. As an advertiser, this list is essential in deterring fake traffic and clicks from eating up your ad budget. Ads.txt benefits include safeguarding advertisers from bogus ad inventory and more accessible matching seller IDs during bid requests.

To summarize the pervasive click farm problem: The overall demand for clicks and user attention is a booming industry that, unfortunately, continues to attract bad actors. Ad networks generally offer some level of protection to all advertisers, but click farms have developed sophisticated systems to bypass this protection. While there's no single solution for eliminating click farms, utilizing the abovementioned strategies will prevent ad budget losses on fraudulent clicks.

Related: How Ad Fraud Ruins the Internet

参考译文
3种阻止点击农场消耗广告预算的方法
网红兜售的假冒产品。Facebook市场上的可疑商品。互联网上充满了欺诈计划。这些不良行为包括点击农场,这是一种特别邪恶的欺诈行为,明确地旨在耗尽企业'广告预算。Juniper Research估计,到今年年底,美国企业将因这类广告欺诈计划损失超过230亿美元。以下是你需要知道的关于点击农场和三个快速的方法来阻止他们伤害你的业务。点击农场是指大量员工每天都在此大规模手动点击付费广告的实体场所。这些点击夸大了广告的流量和印象,导致零销售,因为这些欺骗性的点击并没有转化为销售。点击农场是如何运作的?点击农场产生大量的真人"点击。机器人更适合实现这一目标,但网站更擅长通过验证码和其他预防措施检测机器人的点击。然而,人的因素使所有的差异与点击农场,因为点击农场活动是更难检测。点击农场工人对每一个广告都重复这个过程,有些人甚至用偷来的身份在网上创建假的个人资料。以困扰中国的500亿美元点击农场问题为例。据雅虎财经(Yahoo Finance)报道,有报道称,点击农场根据买家的要求,同时运营多达1.7万部用于执行点击的手机。最近在中国城市地区点击农场的增加已经影响了全球广告。在美国,每名用户4.07亿美元的广告支出中,有6200万美元因广告欺诈而浪费。检测点击农场是否消耗广告预算的一种方法是监测你的流量活动。通常情况下,点击农场的模式与"一个广告。他们大量地共享相同的手机型号、IP地址、设备、地理位置、浏览器版本等。当你注意到自己在某个特定地区获得了相同的点击量时,你便需要检查自己的粘性指标。理想情况下,任何运行广告的平台都能让你看到广告的表现。如果你注意到流量突然激增,点击率很高,但转化率为零,这可能是点击率农场攻击。浪费广告开支:这通常是点击农场对广告活动最明显的影响。由于虚假点击,广告商迅速增加收费,耗尽了他们的广告预算。以谷歌上的一则广告为例。竞争对手可以雇佣一个点击农场来为你的广告带来虚假点击。这消耗了你的广告预算,却几乎没有回报。一旦你无法再为你的广告提供资金,谷歌就会把你从他们的平台上移除。扭曲的营销数据:做出准确的营销决策依赖于评估过去的结果,并确定弱点和优势,为未来的策略和改进提供信息。一旦这些数据被虚假点击破坏,营销数据就变得毫无用处——没有这些数据,广告商就很难运行将流量有效转化为销售的广告。相关:AI如何解决广告中的欺诈:这里's你需要知道的。启用限制性地理定位为了让你的广告获得最佳效果,你必须将广告显示限制在世界上以点击农场闻名的某些地区的用户。您可以轻松地在任何广告平台上设置此偏好。另外,你也可以阻止特定的IP地址访问你的广告。例如,如果你注意到来自香港IP地址的点击量突然激增,你可以阻止这些地址。选择任务预审挑战 人类验证的验证码挑战不像过去那样引人注目或复杂了。在不到5秒的时间内,点击农场工人就可以绕过访问你的广告的挑战。然而,创造一个需要完全集中注意力的任务挑战会让工人感到沮丧,从而防止他们耗尽你的广告预算,因为他们无法大规模地这么做。相关:问这6个问题来建立一个强大的品牌安全方法3。避免欺骗性的发行商和广告平台有时候,消耗你广告预算的点击农场是直接来自发行商或你所使用的供应平台。这些平台的广告空间承诺高流量,点击,查看和印象,以帮助你与你的观众联系。同时,他们承诺的流量是来自点击农场。可以通过与使用ads.txt.ds.txt的广告平台和发布者合作来避免这种方案,它代表授权数字销售者,是一个文本文件,允许发布者列出他们广告库存的转售商。作为广告商,这个列表对于防止虚假流量和点击消耗你的广告预算至关重要。Ads.txt的好处包括保护广告商免受虚假广告库存和投标请求期间更容易获得匹配卖家id。总结一下普遍存在的点击场问题:对点击和用户关注的整体需求是一个蓬勃发展的行业,不幸的是,持续吸引着不良行为者。广告网络通常会为所有广告商提供某种程度的保护,但点击农场已经开发出复杂的系统来绕过这种保护。虽然没有消除点击农场的单一解决方案,但利用上述策略将防止虚假点击造成的广告预算损失。相关文章:广告欺诈如何破坏互联网
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