โ๏ธCloud & DevOps
Amazon Ad Position Monitoring with Open Claw + Pangolinfo SERP API
TL;DR Stop reading your ACoS dashboard to understand competitor behavior. Build a real-time SP ad position monitor instead. This post covers: Async batch SERP capture via Pangolinfo API (98% SP coverage) Tiered keyword management (A/B/C) for signal vs. noise control Change detection: Top1 change, ne
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