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Three people in the same meeting quote three different revenue figures. One means gross sales, one means sales net of returns, one means what landed in the bank. A Shopify KPI dashboard fixes the definitions first, then puts the handful of numbers that run the business in one place, refreshed on a schedule.
This is reporting: agreed metrics, known sources, a weekly and a monthly view. It isn't marketing attribution, which decides which ad gets credit for a sale, and it isn't a forecast of next year, which is financial planning.
Plenty of stores don't need a custom build yet. Shopify's Finance summary and reports come with every paid plan and cover a lot of ground on their own. When you need Shopify joined with your accounting, ad and stock data, describe the decisions the dashboard should support and the systems it has to pull from, and request a quote.
Write the metric definitions before anyone builds anything. Is net sales before or after returns? Does gross margin include shipping? Is a customer "repeat" after a second order within 12 months, or ever? A consultant who starts with chart designs instead of definitions builds something that looks good and gets argued about.
List every data source and who owns it. Shopify, your accounting software, ad platforms, warehouse or stock systems, marketplaces. Each connection adds build time and a point of failure. Ask how each one refreshes, what happens when a connection breaks, and who gets told.
Check whether Shopify already answers the question. Gross profit by product or margin by market often needs nothing more than a saved report or a custom exploration in your admin. A good consultant tells you when that does the job. One who quotes a custom build without looking at your admin is selling the build.
Ask to see a dashboard they've built for an ecommerce brand. Look for margin after shipping and fees rather than revenue alone, stock shown as weeks of cover rather than units, and a date on every number.
Agree who owns it afterwards. Dashboards break when a field changes or a system is replaced. Get every definition and source documented, admin access in your own name, and a price for upkeep.
Warning signs in a proposal. Forty metrics on the first screen. No written definitions. Tools licensed in the consultant's name. A monthly pack that arrives weeks after month-end, when the decisions it should inform have already been made.
A finance dashboard for a Shopify brand needs about seven numbers, each with one agreed definition and one source. Past that, nobody reads it. The ones that earn a place:
- Net sales, after discounts and returns. Source: Shopify reports.
- Gross margin. Needs a cost per item on each product before Shopify can report it, product by product.
- Contribution margin, after shipping, payment fees and ad spend. Needs fulfilment and ad platform data joined to Shopify.
- Cash and runway: today's balance and how many months it covers at current spending. Source: bank and accounting software.
- Stock on hand and weeks of cover: what's in stock against the recent sales rate. Source: Shopify inventory reports or your stock system.
- Acquisition cost against first-order margin: what it costs to win a customer, next to what their first order earns.
- Repeat rate: the share of customers who order again within a set window.
Start with Shopify's Finance summary and reports. A custom dashboard is for joining Shopify with ad platforms, accounting and stock data in one view, not for recreating reports you already have. Agree the definitions in writing and give the dashboard one owner. Split it in two: a weekly view for sales, cash and stock, and a monthly one for margin, acquisition cost and repeat rate.
Dashboards are usually priced as a build and management reporting as a monthly fee. Typical market ranges:
Custom KPI dashboard build
One to five dashboards from several data sources
Monthly management pack
Per month, close plus reporting
Shopify finance reports
Finance summary and reports on paid plans
A simple dashboard on clean data can come in under $2,500. The price climbs with every extra source, messy history, and metrics that need data joined across systems, such as contribution margin by channel. A dashboard that only restyles Shopify's own reports shouldn't cost much at all.
A monthly management pack in the $1,500 to $4,500+ range usually includes the month-end close as well as the report, so check you aren't paying twice for bookkeeping you already buy. Budget for upkeep too, because connections break and definitions change. Ask for the build and the upkeep to be quoted separately.
Expect these deliverables, roughly in this sequence:
A written glossary for every number, its formula and its source
Saved reports and custom explorations set up in your admin
Shopify joined with accounting, ad platform and stock data
A weekly and a monthly view, each with a named owner
Profit and loss, cash and KPIs with short commentary
Documentation, access in your name, fixes when sources change
Shopify's reports cover what happens inside your store: sales, payments, taxes, stock, and gross profit once cost per item is entered. An ecommerce dashboard built by a specialist joins that with data Shopify doesn't hold, such as ad spend, warehouse costs, marketplace sales and your bank balance, so margin and cash sit next to sales. If every question you ask can be answered inside Shopify, a saved custom exploration may be all you need.
Any paid plan from Basic up includes Shopify's reports, the Finance summary and custom explorations. You don't need to upgrade for basic finance reporting. You can also ask Sidekick, Shopify's AI assistant, to analyse store data, which helps with one-off questions before you commit to a build.
Yes, if most of the data lives in Shopify plus one other system. Start with Shopify's reports and custom explorations, then a spreadsheet fed by a few regular exports. The hard part isn't the charts. It's agreeing definitions and keeping the connections working. Bring in a specialist when you're joining several sources, when numbers disagree between systems, or when nobody has time to maintain it.
Usually timing and definitions. Shopify and your accounting software can put the same sale in different periods, depending on when each one counts it as revenue. A refund can land in a later month than the original order, and payment fees show up in payouts rather than in order totals. A good reporting setup documents each difference and reconciles the two every month, so the gap is explained rather than argued about.
When someone other than the founder needs to read the numbers: a lender, an investor, a board, or a team lead who owns a budget. A monthly pack puts profit and loss, cash, stock and a few KPIs in one document with short commentary on what changed. For a founder-run store with clean books, Shopify's reports plus your bookkeeper's monthly accounts often cover it.
No. Attribution works out which ad or channel gets credit for a sale; it's a marketing question. Ecommerce reporting shows what the business earned and spent: sales, margin, cash, stock. The two meet at acquisition cost, where ad spend feeds a finance metric. If your question is which campaign works, you want a marketing analytics specialist. If it's "are we making money", this is the service.