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Mar 19, 2021.PPC click fraud is a gigantic industry that’s growing rapidly. Starting today, they become available in. Voice Chats first appeared in December, adding a new dimension of live talk to Telegram groups.

You keep wasting money on such fraudulent clicks assuming your campaigns aren’t delivering and these clicks frustrate your business goals.PPC click fraud has a long history and to safeguard your ads from it, you need to understand the basics of how click fraud works, what are the types of invalid clicks, why they exist in the first place, and what (if any) steps you can take to avoid invalid clicks, bot farms, and click bots.This article covers everything in detail. Whether it be bot farms, click bots, or any other type of PPC click fraud, it is there. Click fraud is a reality that advertisers, marketers, and businesses are living with.

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The equipment included two telecommunication companies, computers, telecommunication hardware, 22,000+ sim cards, and other equipment. A bot farm uses sophisticated technical equipment and advanced structuring and coding to generate heaps of invalids clicks on a daily basis.To give you an idea of how sophisticated today’s bot farms are, the Security Service of Ukraine recently found a Russian bot farm and confiscated equipment that was used by the bot farm. A recently detected bot farm called Methbot resulted in up to $5 million in losses to advertisers per day.It is a gigantic industry that’s growing fast.A bot farm isn’t just a simple script anymore rather it is a complete software with dedicated infrastructure consisting of servers, data centres, several connected computers, routers, and more. The bot farms today adapt and scale aggressively due to machine learning.

BotnetsA botnet is a system of connected devices (e.g. Just to give you an idea of the scale, Facebook uses only 400,000 IP addresses while Methbot had 2x more.This is the scale at which bot farms operate and generate invalid clicks to your PPC campaigns. The Methbot had more than 852,991 IP addresses that were generated using false registration details to make them appear real. A single server runs multiple sessions of the bot farm and it has around 1200 servers.

A well-designed and robust click bot will replicate human behaviour and will take several actions on the landing page e.g. Click bots aren’t as sophisticated and backed by massive infrastructure like a bot farm, but a decent and well-programmed click bot is capable of much more than you can imagine.A bot farm doesn’t just generate clicks rather it is capable of doing much more than merely generating invalid clicks and impressions.A simple click bot will click an ad and visit the landing page. Click bots are programmed software or a script that is specifically used for generating invalid clicks and is used widely in the PPC industry. Are Bot Farms and Click Bots the Same?Technically, a bot farm is more sophisticated than a click bot. Sophisticated and large bot farms have their own private IT infrastructure making them hard to detect.Generally, a bot farm is a combination of both. In this case, hackers leverage existing infrastructure to generate invalid clicks and other online activities.Large bot farms consist of both botnets and their own infrastructure (e.g.

From the botmaster server.The botmaster and the click bots act as a network that can be used to generate fake PPC clicks across multiple campaigns and ad networks.Clickbot.A is a popular malware click bot that was identified as a trojan by anti-virus programs. The malware click bots receive specific instructions on what ads to click, how much time to spend on the landing page, what actions to take on the landing page, etc. However, most of the click bots are malware that spread automatically and are part of a botnet or a bot farm. These are adaptable click bots that use machine learning for evolution.Click bots can be purchased or developed inhouse to be used to generate invalid clicks on competitor PPC ads.

In fact, they come up with new and better ways to drive invalid clicks every single time. How Bot Farms Drive Invalid ClicksThere isn’t any single best way how these bot farms generate invalid clicks. It is used to develop a loop clicking the ad once every 15 minutes.These types of sophisticated click bots that are part of a bigger botnet are hard to detect and usually go unnoticed.

Why?An IP address is a unique numerical identity or label assigned to each hardware or device that’s connected to a network or the internet. No matter how advanced and adaptable bot farms and hackers become, they can’t run their farm without IP addresses. At the backend of every bot farm, there are real humans who keep learning and getting better with time.However, the secret sauce of any bot farm is none other than the IP address. Rather, they evolve and come up with a better technique and infrastructure.And this is how bot farms and their clicks go unnoticed – they evolve.

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And this makes IP addresses a goldmine for bot farms and click bots. In the absence of an IP address (hypothetically), a bot farm won’t be able to drive invalid clicks because clicks without IP addresses aren’t tracked and won’t be counted.The whole idea of driving invalid clicks is to get the click noticed and counted. Having several fake IP addresses, they click on the ads and have their clicks counted. In both cases, each device in the network will have an IP address.However, bot farms have fake IP addresses to keep their network and location hidden.Once you have an IP address, your activity on the internet will be tracked and this is how bot farms drive invalid clicks. They'll either use other people’s devices by hacking them (in case of a botnet) or they'll have their own computers and servers. Bot farms can’t run without IP addresses.

Sophisticated bot farms use proxies and IP diversity. Even if the IP address is tracked somehow, the hacker will move with the malware to another network or device.The bot farms usually have their own servers and hardware, so the farm uses fake IP addresses to drive clicks on complete autopilot. They can generate invalid clicks using other people’s IP addresses without ever getting themselves noticed.