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How we build for marketplaces.

Guides you can reuse for Amazon Ads API, SP-API integrations, dayparting automations, and more.

Current focus

Amazon Ads API setup + automation patterns

How to Get Amazon Ads API Access (Direct Advertiser) — Step-by-Step

Amazon Ads API

9 min read

How to Get Amazon Ads API Access (Direct Advertiser) — Step-by-Step

Amazon’s setup isn’t hard, but it’s scattered across systems. This guide walks you from LWA → approval → tokens → a working Profiles API call.

How to Get Amazon SP-API Access (Seller Central) — Step-by-Step

Amazon SP-API

6 min read

How to Get Amazon SP-API Access (Seller Central) — Step-by-Step

SP-API setup is way simpler than Ads API. This guide shows you where to create the app client, pick roles, grab Client ID/Secret, and generate the refresh token.

How to Build an Hourly Amazon Vendor RRA Pipeline (SP-API → GCP → BigQuery)

Amazon Vendor / RRA

10 min read

How to Build an Hourly Amazon Vendor RRA Pipeline (SP-API → GCP → BigQuery)

A complete guide to pulling Amazon Vendor Retail Reporting Analytics (RRA) data hourly using SP-API, scheduling on GCP, storing in BigQuery, and visualizing in Looker Studio or custom dashboards.

How to Build Hourly Automated Bidding with Amazon Marketing Stream (AMS → BigQuery → Ads API)

Amazon AMS / Automation

12 min read

How to Build Hourly Automated Bidding with Amazon Marketing Stream (AMS → BigQuery → Ads API)

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.

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