Excel data structure built for power users. Extend it. Automate it. Own it.

Clean data model, documented structure, extensible schema-use our OAuth pipeline, build whatever analytics you want on top.

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Get clean data structure Download Sample🥦.xlsx
Excel data structure built for power users. Extend it. Automate it. Own it. Dashboard Preview
Technical Expertise Level Specialized
Excel Reports Your data

Tired of fighting store APIs and data cleaning?

We handle OAuth, rate limits, pagination, normalization. You get clean tabular data ready for advanced modeling.

Need extensible data structure, not rigid templates?

Proper data model with documented schema. Add columns, build relationships, extend freely. Built for power users.

Want to automate complex multi-source analysis?

Data structure designed for VLOOKUP, Power Query, Python integration. Blend sources. Automate workflows.

Excel power users don't need templates. You need clean data. Our kits give you normalized data structure from store APIs-proper data model, documented schema, extensible design. Use our OAuth pipeline to pull data. Build your own dashboards, models, and automation on top. We handle API hell, you handle Excel brilliance.

What's inside your power user Excel

Every kit includes production-grade data:

  • Normalized data model (proper schema design)
  • Documented field definitions (data dictionary)
  • Extensible structure (add custom calculations)
  • Named range conventions (automation-ready)
  • Raw transactional grain (maximum flexibility)

Clean data. Build anything on top.

Kits power users extend most

Customer LTV & Cohorts

Full customer transaction history

→ Build predictive LTV models, custom cohorts

Cash Flow 13 Weeks

Daily transaction data with payout timing

→ Build custom cash forecasting models

Margin Breakdown

Line-item cost data at SKU level

→ Build dynamic pricing optimization models

Quick path

1

Connect

your store (secure OAuth)

2

Download

clean data structure

3

Extend

build custom analytics

Time to first custom model: under 10 minutes.

"I'm an Excel MVP. Fighting Shopify's API was killing me. Their clean data structure saved 20+ hours. I built custom inventory forecasting models, blended in Google Analytics data, automated weekly reports. Exactly what power users need."

Michael Chen

Works with your platforms

Shopify

Full Shopify Admin API data normalized into clean tabular structure.

WooCommerce

WooCommerce REST API data with documented schema for advanced modeling.

Stripe

Stripe transaction data at maximum granularity for financial modeling.

Excel

Power Query ready. Python compatible. Your analytical playground.

Power User FAQ

Yes. Proper data model with primary keys, documented relationships, extensible schema. Add custom calculations and dimensions freely.

Yes. Clean tabular data perfect for Power Query transformations or Python pandas integration. Export to CSV anytime.

Transactional grain. Line-item level for orders, daily for cash flow, customer-order level for LTV. Maximum analytical flexibility.

Excel files are static snapshots. Redownload for fresh data. Advanced users build automation to merge new data into existing models.

Yes. Data dictionary tab documents every field: definition, source API, calculation logic, data type, known gotchas.

Ready to fix your Technical Expertise Level challenges?

Get your first report free and see your data in Excel in under 2 minutes.

Get clean data structure See a sample Excel

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