Automation tools

Yes still working but your usage is important. General rule like on any platform: Dont look like a bot.
 
They can still work for legitimate browser/session separation, but Meta’s detection is much stronger now — heavy automation still triggers checkpoints and restrictions quickly. Most pros use them only for compliance-safe workflows and pair with slow, human-like pacing rather than aggressive bot actions.
 
Automation tools like Jarvee, Multilogin, GoLogin, etc. can still work, but Facebook’s systems are a lot more advanced now. The platform detects patterns from automation and can block or limit accounts that behave too much like bots. So they’re less effective than before and risk getting flagged unless you use them very carefully with good proxy setups, human‑like behavior, and strong safety practices.
 
They definitely still work, what changed are the limits that you can push them to. Try and do actions manually, see how far you can push your account then simulate the same thing with a tool that automates the things you need.
 
work, but not in the old “set and forget mass automation” way. fb is much better at spotting repeated patterns, weak accounts, bad proxies, and unnatural engagement now.

I’d use tools more for account organization, safer login environments, scheduling, and semi-manual workflows. If you rely on aggressive auto likes, comments, DMs, or joining groups at scale, the risk is high.
 
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