What is a fake residential IP?
A fake residential IP (sometimes called a fake native IP) is an IP sold as "residential", "native home broadband" or "dedicated and clean" when its real type does not match that label. Typical cases: cloud or data-center IPs sold as residential; broadcast ranges announced via BGP and hosted in a data center sold as native IPs on real home broadband; and shared or previously abused ranges sold as dedicated, clean IPs.
To be clear, the problem is the mislabeling, not the IP type itself. Broadcast residential IPs come from ranges registered as residential and are announced and hosted in data centers via BGP. When a provider labels them honestly as broadcast and prices them accordingly, they are a legitimate product choice, not fake residential IPs. Likewise, datacenter IPs are widely used for data collection and bandwidth-heavy work, as long as they are not passed off as residential.
So spotting a fake residential IP comes down to two questions: does the IP match its label, and does it fit your use case? Every method below applies to proxy IPs you have bought or are testing. No single signal is conclusive on its own, so combine several before you decide.