Case Studies/Amazon Ads Pipeline

Multi-Marketplace Ad Intelligence

Amazon Ads Pipeline

Containerized pipeline that pulls campaign data from Amazon's Advertising API across multiple marketplaces and writes it to Snowflake—so ad performance across every country lives in one place.

01

The Problem

Ad teams were manually exporting reports from each marketplace's console, one by one. 15-20 hours a month just copying data, and by the time it was compiled, the numbers were already a week old. Budget decisions were always based on stale data.

02

Our Approach

Each marketplace has its own authentication and rate limits, so the pipeline handles them in parallel with retry logic that backs off when Amazon pushes back. Reports land in Snowflake within hours instead of days.

Built withPython 3.11Amazon Ads APISnowflakePandasDocker
03

How It Works

04

Results

15-20 hours

saved monthly

97%

latency reduction (7 days → 4 hours)

3x

faster budget reallocation

Zero

data discrepancies

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