The Challenge
Weekly reporting meant stitching together exports from the store, ad platforms, and email by hand — a full day of copy-paste every week, and numbers nobody fully trusted.
The Solution
We built one pipeline that pulls every source into a warehouse automatically and a live dashboard on top, so reporting is always current.
How We Built It
Scheduled n8n workflows extract from each source, clean and de-duplicate the records, land them in BigQuery, and feed a Looker Studio dashboard.
- Automated extraction from store, ads, and email platforms
- Cleaning and de-duplication before warehousing
- Central BigQuery warehouse for fast queries
- Live Looker Studio dashboard with daily and weekly roll-ups
Results
Reporting went from a full day each week to near real-time — about 90% faster — and the team finally works from one trusted set of numbers.
Key Features
- Automated multi-source ETL
- Unified data warehouse
- Live, always-current dashboards
- Automated daily and weekly roll-ups
Technical Stack
n8n, Google BigQuery, Looker Studio, Shopify, and GA4 — connected via APIs.