Shopify + GSC + GA4 Data Export for AI Training Dataset

We are building an AI copilot for Shopify merchants and need clean, consistently anonymised eCommerce data exports from established Shopify stores. The initial task is strictly data preparation — no analysis, no implementation, just well-structured, documented source data we can use to train and validate our models.

Requirements:
- Proven experience exporting data from Google Search Console, Google Analytics 4, and Shopify
- Ability to anonymise domains and commercially sensitive terms using stable, consistent replacement values across all files
- Strong understanding of data consistency — page identities must match across GSC, GA4, and Shopify exports
- Access to established Shopify stores with real organic traffic and at least 6 months of history
- Familiarity with GSC non-dimensional property totals (not reconstructed from query-level rows)
- Ability to document export methodology, timezones, URL normalisation decisions, and any sampling or filtering applied
- CSV or JSON export format preferred

Deliverables (initial sample — 60 to 90 days from one store):
- GSC daily property totals: date, clicks, impressions, CTR, average position
- GSC daily page performance: date, page, clicks, impressions, CTR, average position
- GSC detailed search performance: date, query, page, country, device, clicks, impressions, CTR, average position
- GA4 sessions and users by date, primary channel group, landing page, and device category
- GA4 key events by date, event name, and primary channel group
- GA4 page behaviour by date and page path including views, engaged sessions, and average engagement duration
- Shopify catalogue data: products, variants, and collections including titles, handles, URLs, status, types, collection membership, dates, and SEO fields
- A short data dictionary explaining every column and how each export was produced
- Confirmation of export timezone, GA4 reporting timezone, URL normalisation approach, and any rows sampled or excluded
- Historical Core Web Vitals or PageSpeed data if available

No customer records, personally identifiable information, advertising identities, or order data is required at any stage.

Work arrangement: This is a fixed-scope initial task. If the sample validates successfully, we will commission full six-month datasets across multiple stores and agree pricing for the expanded scope at that point.

About the project: We are developing an AI-powered intelligence tool for Shopify merchants and need real-world, multi-source eCommerce data to build it properly. Quality and consistency of the data is the top priority.