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
 
Your warmup script is likely not good. You need to make sure everything lines up, from clicks to behavioral signals.
 
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