Sponsored广告位采集技术深度解析-展示从搜索结果页面检测并抽取 SP 广告数据到结构化输出的流程图像。/ A visual showing SP ads detection and extraction from SERP into structured data.

Deep Dive into SP Ads Collection Technology

This article systematically explores why SP ads are hard to collect, how Amazon’s “black-box” algorithms impact data collection, Pangolin’s partially disclosed technical path, and real-world effect verification. Finally, we share practical insights from engineering and business perspectives.

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