Ecommerce Weekly Report Assembler

Combine Shopify, ad spend, and cost sheets into one reliable weekly report

Problem

Ecommerce teams manually stitch together Shopify orders, ad spend, and cost spreadsheets every week to see true profit. A Reddit post asks how teams combine Shopify, ad spend, costs, and margins for weekly reporting, noting data sits across platforms and spreadsheets, proving manual reconciliation is still the norm.

Solution

A lightweight SaaS that connects Shopify and major ad platforms, imports cost CSVs, and auto-generates a weekly profit dashboard highlighting margin changes and anomalies. Not full BI, just the weekly report job.

Users

Small ecommerce teams, solo store owners, and agencies.

MVP

Connect Shopify and Meta/Google Ads; upload cost CSV; generate weekly profit and margin-change view; export shareable report link; basic alerts.

Revenue

Monthly subscription tiered by number of stores.

Why now

Ad costs swing wildly, small ecommerce operators care more about real profit, but existing BI tools are too heavy and expensive.