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Where Your Data Lives Today

Your order data lives in Shopify, ad spend in Google Ads, and inventory in a spreadsheet. Nobody can answer "What's our true customer acquisition cost?" without a 3-hour scramble.

Shopify Admin — Orders
ExportMore filtersFilter orders...Showing 1-50 of 2,341
OrderCustomerTotalStatusChannelUTM Source
#4892Emma Wilson$127.50FulfilledOnline Store--
#4891Guest checkout$43.00Fulfilled----
#4890James Liu$89.99Partially refundedOnline Storefacebook
#4889Maria Garcia$0.00RefundedAmazon--
#4888Guest checkout$215.80FulfilledOnline Storegoogle_cpc
60% of orders have no UTM tracking — you can't attribute revenue to ad spend
Guest checkouts break customer LTV calculations
Google Sheets — Revenue_Tracker_FINAL_v3.xlsx
MonthRevenueOrdersAOVAd SpendROAS
Jan 2026$142,3001,780$79.94$18,5007.7x
Feb 2026$148,1001,820$81.37$???#DIV/0!
Mar 2026$155,8001,910$81.57$21,2007.3x
Apr 2026$160K~pending------
May 2026----------
Manual spreadsheet with broken formulas and missing months
Someone copy-pasted "$160K~" instead of the real number

What We Build

We connect Shopify to a cloud data warehouse, join it with your ad spend data, and deliver a unified ecommerce dashboard.

Shopify StoreOrders, Products, Customers
ETL PipelineExtract, Clean, Model
BigQueryCloud Data Warehouse
Looker StudioLive Dashboard
Extract
Pull orders, products, customers, and refunds from Shopify API hourly
Transform
Deduplicate customers, map UTM params, calculate true AOV and LTV
Warehouse
Join Shopify data with ad spend in BigQuery for full attribution
Visualize
Revenue, retention, and product performance in one live view

What You Get

A unified ecommerce dashboard connecting Shopify orders to marketing spend. Updated hourly, no spreadsheets.

Live Dashboard Preview

Revenue, AOV, cohort retention, product performance — all in one place.

$187,420
Revenue (MTD)
+22% vs last month
2,341
Orders
+15% vs last month
$80.06
AOV
+6% vs last month
4.2%
Return Rate
-0.8% vs last month
Revenue by Channel
Top Products by Revenue
Customer Cohort Retention
Daily Orders Trend (Last 30 Days)