Automation tools

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They still work — but only if used very carefully, in a "stealthy / low-risk" manner.
Facebook is mature, with stricter bot detection and higher penalties for missteps (many users report tools like Jarvee are failing in 2025).
If you go this route, combine it with content-led growth, warm-up strategies, real engagement, strict proxy management, and safe throttle limits (don’t make it your only growth strategy).
 
Most automation tools have limited effectiveness now since Facebook’s systems detect unnatural activity more easily. It’s safer to focus on compliant, organic methods and high-quality content for stable, long-term results.
 
I use custom automation in Linken Sphere for SEO via API. I think the principle itself is no different from Multilogin or any other browser. Playwright + a little knowledge. There is a video on YouTube that explains how to work correctly in headless browser mode so as not to make basic anti-detection mistakes.
 
I find they still work to some extent. Tools like Multilogin, GoLogin can help with fingerprints, but feels risky. So i think mixing in real behavior and warmup is what keeps accounts alive.
 
They still work, but only with strong proxies, unique fingerprints, and human-like actions — Facebook’s detection is far stricter now.
 
Dat2068 said:
Are current automation tools (Jarvee, Multilogin, GoLogin…) still effective or is Facebook too mature?
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Emerging, but high risk. Facebook detection has improved significantly good proxies, human behavior mimicry, slow/cluttered automation, and manual intervention are required; otherwise, accounts will be banned. The official API/business tools are the safest route.
 
Automation tools can still be used, but only with strong proxies, unique device setups, and natural activity — Facebook’s filters are now far more advanced. For lasting stability, focus on compliant strategies and high-quality, organic content instead.
 
Currently, those tools are still usable, but their effectiveness has clearly decreased because Facebook has improved the detection of abnormal behavior. If you want to operate safely, you should combine clean proxies + a more natural account-raising environment, or simply rent an account from a reputable agency to save setup time and limit checkpoints.
 
They still work if you’re careful with proxies and limits, but FB catches sloppy setups fast.
 
I’ve seen that automation tools still have their use, but how effective they are really depends on setup and usage patterns.
 
It's possible, but expensive and cumbersome automation still delivers, but it's no longer "set it and forget it"; it requires constant monitoring, small-scale testing, and human intervention. The least risky path: verified business accounts, official tools, and limiting automation to benign tasks like scheduling/reporting.
 
They can still work, but Facebook’s way smarter now these tools help at scale only if you set them up carefully (human-like timing, solid proxies, verified accounts) and watch them constantly. Not a set-and-forget play anymore.
 
Dat2068 said:
Are current automation tools (Jarvee, Multilogin, GoLogin…) still effective or is Facebook too mature?
Click to expand...
I use gologin. and I just had to change a series of IPs because Facebook detected it.
 
Dat2068 said:
Are current automation tools (Jarvee, Multilogin, GoLogin…) still effective or is Facebook too mature?
Click to expand...
Yes multilogin and gologin are still effective. It depends on how you set them up.
 
They still work with high-quality proxies, fingerprinting, and strict operational hygiene, but Facebook’s detection is far stronger now.
 
in my practical experience it still works, but fb algorithm has become much smarter, if abused fb can easily detect them
 
Tools like Jarvee, Multilogin or GoLogin are still useful for managing multiple accounts and separating fingerprints, but Facebook has upgraded its detection system so the risk of being identified and blocked is much higher. If you still use them, run very cautiously, maintain natural behavior and follow the policy.
 
Dat2068 said:
Are current automation tools (Jarvee, Multilogin, GoLogin…) still effective or is Facebook too mature?
Click to expand...
Personally, I find Facebook accounts die off like flies, so using automation is basically digging your own grave. You can still use Multilogin, Gologin, Hidemyacc, etc. to manage accounts, but it’s better to do things manually.
 
I see GoLogin still works well, and even if you log in manually, Facebook still disables it as usual because it is very crazy for the past year :)
 
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