Topic
Hourly ad data through Marketing Stream, and what you can build on top of it once the firehose is landing cleanly.
2 guides, written from real builds.
Amazon AMS / Automation
A complete guide to pulling hourly conversion data from Amazon Marketing Stream (AMS), storing it in BigQuery, and automatically adjusting bids via Amazon Ads API based on real-time performance.
Amazon AMS / Automation
Your Marketing Stream subscription call returns a 400 complaining about a null subscriberRoleArn, and every code sample you can find sends only two ARNs. The subscribe body now needs three. Here's the current shape, the two other things that break right after you fix it, and why your first day of data looks empty.
Shahzeb Khan runs Databaaba, a one-person studio that builds amazon marketing stream & automation integrations for sellers, agencies, and software teams. Every guide here came out of a real client build.