How does YouTube detect bot views or own views ?

doubledhamal

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Based on what parameters does YouTube determine that the view was from creator or a bot view so as to remove the views. Is it possible to game the system with affordable setup ?
 
They have sophisticated algorithms and mechanisms to detect bot views and invalid traffic.
 
Device fingerprint, webrtc ip leak, canvas fingerprint, bad ip network. Also detect selenium.
 
Device fingerprint, webrtc ip leak, canvas fingerprint, bad ip network. Also detect selenium.
Selenium is not detected.

Most of the time you are banned because of bad IP's, buying crap services, crap autobot software.

Spend a bit more money and you will never get banned.
 
within reason YT can / will detect both
they have an algo for everything

I have created software that acts more human then ever for plenty of sites + AI for engagements + Private 5G Proxies on Rotation = Very hard for detection. (I have even used your service over the years)

What gets a lot of people is buying fresh accounts that have sat for 6 months and done nothing. That's not how humans work... They create a Gmail account and watch YT over them 6 months.

With Chromium being the most used browser 99% of users are logged in on Edge or Chrome. Its very rare people will watch a YT video without being logged in.

Anyway that's just a tiny part of 100's of steps you could take to lower detection rate.

This is just coming from someone who ran an ad agency for years and sold my company recently. The more random you do things the less chance you will get caught.
 
Based on what parameters does YouTube determine that the view was from creator or a bot view so as to remove the views. Is it possible to game the system with affordable setup ?
Other than all the things mentioned above by the other members, also keep in mind that you do not spam views and likes in masses to a video, that can be detected as unnatural pattern, so when you do bot, do it moderately in a more organic manner.

Most smm panels give you drip feee options and yes make sure you buy good quality services from reliable smm panels in the marketplace.

Goodluck.
 
Other than all the things mentioned above by the other members, also keep in mind that you do not spam views and likes in masses to a video, that can be detected as unnatural pattern, so when you do bot, do it moderately in a more organic manner.

Most smm panels give you drip feee options and yes make sure you buy good quality services from reliable smm panels in the marketplace.

Goodluck.
But these panels also have option for mass views in addition to drip feed views. So anyone buying those views is at risk ? The panels do not know this ?
 
That is called watch technology and its hidden secret of Youtube.
Youtube can easily understand which views are coming from auto bot and which views are coming from real.
Real views are:
Unique IP address
Unique Mac address
Unique ISP
Unique Geo location
Unique Browser
Cookies algorithm
Browser history
Youtube account
Gmail account and many other things.

Social media panel views or bot views always will give you >=$0.01.
 
Behavior of fingerprints, software and proxie patterns
 
besides IP and device I will say usage, remember that by default accounts have enable sent telemetry data about usage, so I will say disable all telemetry but also could be a red flag, subscribing to channels, content and how much time you watch content and is because they have access to many details about your device, searching history, apps usage anything, they have a lot of information and control about everything you use and how you use that is the problem how to know when they have access to a ton of information in your cellhpone.
 
Based on what parameters does YouTube determine that the view was from creator or a bot view so as to remove the views. Is it possible to game the system with affordable setup ?
The algorithm from YouTube detects them. No you can't game the system .
 
Private software which behaves like an advanced human then you need some utilities to make it work. I will bring the service as soon im a jr member cause we already have connections to private niche views ranking methods.
 
Private software which behaves like an advanced human then you need some utilities to make it work. I will bring the service as soon im a jr member cause we already have connections to private niche views ranking methods.
Nice. Good. Is there anything else in the market that does what your software does? Because to game the YouTube algo, you must first know the algo. And as far as I know YouTube doesn't reveal the algo.
 
No the method is not public. The algorithm is coded just like a program from a human. Yt Likes when users watched a video for a long time and from a top tier country. It’s not complicated as you think everything is manipulated nowadays you have to fight fire with fire
 
No the method is not public. The algorithm is coded just like a program from a human. Yt Likes when users watched a video for a long time and from a top tier country. It’s not complicated as you think everything is manipulated nowadays you have to fight fire with fire
Ok perfect. I hope it goes well for you and you make a lot of money! And if you have something that works send me a dm. I'm interested in your software. Thanks!
 
YouTube detects bot views using parameters like IP address, viewing patterns, session duration, and user activity (e.g., clicks or comments). Gaming the system is difficult as YouTube's algorithms constantly evolve, and attempts risk account suspension or penalties.
 
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