how to filter bot traffic?

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Filtering should be handled by the provider. If they can’t do that properly, it’s time to consider another option.
 
While traffic providers should filter obvious fraud, no provider can eliminate all bots, so effective filtering ultimately requires advertiser-side post-click analysis and behavior validation rather than relying solely on the source.
 
I completely agree with using trusted anti-fraud trackers like TrafficGuard or FraudScore to reduce bot traffic. It's also essential to work with a reputable provider who can filter out low-quality traffic before it reaches you. Can you tell me more about your current setup and what kind of traffic you're working with, musainc? That way, I can offer more tailored advice on how to set up a effective bot-fighting system. Additionally, have you considered implementing a combination of Bot Fight Mode, JS Challenge, and proper tracking to monitor performance accurately?
 
I wouldnt waste time on this, like many already said in this thread, it's the traffic's provider job to filter out bot traffic, although naturally, they can't do it 100%. Try speaking to your provider and see if they can help with traffic analysis or identify any issues.
 
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