Residential proxies are intermediary servers that route internet traffic through real residential IP addresses, as opposed to data center IPs. These proxies are assigned to actual devices located in residential areas, making them appear as if they are originating from a legitimate home user. This characteristic is crucial for various online activities, as it allows users to bypass geographical restrictions, access region-specific content, and maintain anonymity while browsing the web. The use of residential proxies has surged in recent years, driven by the increasing need for privacy and security in