A reliable ad verification workflow requires more than increasing retry counts. You must manage the proxy environment, task state, and data quality together.
Collection frequency should not be set uniformly for every live room. Configure it in layers based on how quickly each metric changes, its business value, and system capacity.
A scenario-matched evaluation of 8 overseas proxy providers for 2026 AI data collection — covering bandwidth, billing models, and compliance, not just IP pool size.