This guide covers data sources, country and city targeting, rotating and sticky sessions, protocol integration, traffic plans, and compliance boundaries to help AI data teams evaluate rotating residential proxies.
Proxy IP pool coverage can't be judged by total IPs alone. Compare resource scale, city and carrier coverage, refresh capability, protocol integration, and exception-switching mechanisms before selection.
Dedicated and residential IPs describe two different dimensions—understand the four cross-combinations, scenario fit, and how impure IPs cause silent scraping failures.