How to Automate Amazon Marketplace Ads Reports with Python

Marketplace ads campaigns can quickly grow overwhelming when you’re manually pulling performance data every day. A developer managing Amazon advertising spends hours each week logging in, clicking through reports, downloading CSVs, and copying data into spreadsheets. That’s time that could be spent optimizing campaigns or building new tools. The Manual Way (And Why It Breaks) Without a script, developers usually log into the Amazon Ads console, navigate to the Reports section, select the Sponsored Products campaign type, pick a date range, and manually download each file. Then, they have to copy-paste data into their analysis tools, clean it up, and format it properly—often repeating this process daily. This is what we call “manual marketing data collection” and it’s not just tedious—it’s error-prone and wastes developer productivity. For teams running multiple campaigns, this routine becomes a bottleneck, especially when trying to track daily campaign reports. The Python Approach Pyth