Best Proxy Strategy for HTTP Bot to Like YouTube Comments

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I’m working on an HTTP-based bot to like and comment on YouTube, and I want to make sure I’m using the most cost-effective and secure proxy strategy to avoid bans.
Right now, I’m building a three-part system:
  1. An account creation bot that generates Gmail accounts in bulk.
  2. A warm-up bot that gradually prepares these accounts by simulating natural activity.
  3. A like & comment bot that uses the warmed-up accounts to engage on YouTube.
For proxies, I want to strike the right balance between cost efficiency and security:
  • For the warm-up bot, I need unlimited bandwidth proxies since the process requires a lot of requests over time.
  • For the like & comment bot, I’m thinking of using rotating mobile proxies that charge per GB. Since an HTTP request through SOCKS5 uses very little data, I can maximize efficiency and send a large volume of likes without consuming too much bandwidth.
I’d love to hear from anyone with experience in this area—what’s the best proxy strategy to keep costs low while ensuring the accounts stay safe from bans?

Looking forward to your insights! Thanks!
 
You could use rotating residential/4g to create accounts then switch to static ISP proxies for the warm up process
 
You can use rotating residential proxy for safer side.
 
You could use rotating residential/4g to create accounts then switch to static ISP proxies for the warm up process
You could use rotating residential/4g to create accounts then switch to static ISP proxies for the warm up process
Thank you for your response! Let's say I want to create 10,000 accounts and use them with these three bots. How would you handle the entire proxy process in detail?

Specifically, I'd like to use rotating mobile proxies for account creation. How can I ensure that the IP changes automatically after each account is created? Alternatively, how could I create multiple accounts simultaneously on the same server while ensuring each one has a different IP?

For the warming-up phase, how many static IPs would you recommend purchasing for 10,000 accounts?

Lastly, for account management, I’m considering using mobile proxies with a pay-per-byte model. Do you think this would be an efficient approach? Looking forward to your insights! Thanks!
 
I’m working on an HTTP-based bot to like and comment on YouTube, and I want to make sure I’m using the most cost-effective and secure proxy strategy to avoid bans.
Right now, I’m building a three-part system:
  1. An account creation bot that generates Gmail accounts in bulk.
  2. A warm-up bot that gradually prepares these accounts by simulating natural activity.
  3. A like & comment bot that uses the warmed-up accounts to engage on YouTube.
For proxies, I want to strike the right balance between cost efficiency and security:
  • For the warm-up bot, I need unlimited bandwidth proxies since the process requires a lot of requests over time.
  • For the like & comment bot, I’m thinking of using rotating mobile proxies that charge per GB. Since an HTTP request through SOCKS5 uses very little data, I can maximize efficiency and send a large volume of likes without consuming too much bandwidth.
I’d love to hear from anyone with experience in this area—what’s the best proxy strategy to keep costs low while ensuring the accounts stay safe from bans?

Looking forward to your insights! Thanks!
Your strategy seems well thought out! To keep costs low while maintaining security, consider using residential proxies with session control for warming up accounts and rotating mobile proxies for engagement to mimic real user behavior.
 
About the gmail creation, be aware that google will check after some time. You can lose the whole accounts if they were created in similar way. You can buy gmail from many sources. Keep warming actions more random and more natural as possible.

About proxies, they are typically a significant cost, so splitting them based on tasks seems to be a good move.
 
About the gmail creation, be aware that google will check after some time. You can lose the whole accounts if they were created in similar way. You can buy gmail from many sources. Keep warming actions more random and more natural as possible.

About proxies, they are typically a significant cost, so splitting them based on tasks seems to be a good move.
So, do you suggest buying or creating them? And if buying, where can I purchase them (some recommended sites)? If creating, what are the best methods? Also, which proxy should be used for which bot?
 
To stay below radars, I would suggest you use rotating mobile proxies all the time.
  • For the warm-up bot, I need unlimited bandwidth proxies since the process requires a lot of requests over time
Here, I suggest optimizing the number of requests and internet traffic, as you need to simulate activity, not download terabytes of actual data.
 
To stay below radars, I would suggest you use rotating mobile proxies all the time.

Here, I suggest optimizing the number of requests and internet traffic, as you need to simulate activity, not download terabytes of actual data.
What do you mean by optimizing the number of requests? Also, would I be consuming too many GBs while simulating online user activity with mobile proxies for warm up? Thank you so much
 
What do you mean by optimizing the number of requests?
I mean, we need to rethink the strategy of "warming up" profiles. What is warming up for you? It seems to me that you can minimize traffic consumption and the number of requests if you simulate actions inside your profile sparingly: by visiting different sites, collecting cookies, simulating simple work with Google, visiting different Youtube channels without actually watching videos....
Also, would I be consuming too many GBs while simulating online user activity with mobile proxies for warm up?
Yes, that's what I'm talking about. I would review the warm-up strategy to reduce the load on the proxy as much as possible.
 
So, do you suggest buying or creating them? And if buying, where can I purchase them (some recommended sites)? If creating, what are the best methods? Also, which proxy should be used for which bot?
Creating gmail is a big challenge. You can buy some for first try. Many sellers on BHW, you can search BHW + gmail. You need to try some small steps in few days, then see what happens and solve it.
Your suggestion about proxy bot types seems fine. Many residential proxies on the market can work. Pick one that affordable for your projects and give it a try.
 
for a YouTube comment bot the proxy strategy needs to balance volume with account safety. use rotating residential proxies for liking/commenting, not mobile since thats too expensive for this volume. assign 3 to 5 YouTube/Google accounts per residential IP.

rotate IPs every 10 to 15 actions not every action because rapid IP changes look more suspicious than sustained activity. add realistic delays, 30 to 90 seconds between likes, 2 to 5 minutes between comments. vary the comment text and never repeat the same comment from different accounts.

mix engagement types, like the video, browse related content, then comment. for the proxy config use SOCKS5 with session based sticky rotation. budget around 5 to 10GB of residential bandwidth per 1000 actions.
 
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