There are tools people use for TikTok “warming,” but there’s an important reality now
TikTok has become much better at detecting repetitive automation patterns in 2026, especially on fresh accounts. A lot of accounts get limited not because of content, but because the behavior looks synthetic.
 
Just use a device with any script that allows you to control the phones. You can use API Modules such as susocial; however since that uses API calls, it might not be the best. Real devices it what I suggest.
 
After the introduction of AI, the tools are still catching up. I don’t know any tools that work reliably. Till then, manual is the way to go
 
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