How do I see real profit across all my channels in one place?
Short answer: An ecommerce profit dashboard shows profit per product, per channel, after every cost: the item, fees, shipping, ads and returns. Revenue dashboards, like the one inside Shopify (an online store platform), stop earlier. Ready-made profit tools such as Sellerboard (Amazon profit tracking, from $15 a month as of November 2026) and TrueProfit (Shopify profit tracking) cover one platform each. For all channels in one owner view, you usually need a spreadsheet or a custom build.
You want one screen that tells you what you really keep from each product on each channel, not just what you sold.
I'm Ranjit, and I run Blur Studio: 15+ years building software, 120 apps taken live, and clients who have gone on to raise $10M+. I build AI systems and processes that help businesses do a lot more with a lot less time. I also work differently from most of what else is out there, more on that further down this page. Say hello.
Profit dashboard vs revenue dashboard
A revenue dashboard shows what customers paid. A profit dashboard shows what is left after everything it cost you to make that sale. The gap can be large. Take a made-up product that sells at $50 a unit. Once you take off $18 for the item, $7.50 in marketplace fees, $6 in shipping, $5 in ads and a share of returns, you keep well under $13.50 of it. Revenue says the product is a star. Profit may say it is a weak earner next to a cheaper product with lower costs.
Shopify's built-in analytics gives you a customizable dashboard of metric cards and reports, and its main features are on every plan, and it is a good way to see sales. It is built around sales and traffic, and the costs are mostly yours to bring. If you hit that wall, the guide to Shopify reporting limits explains why.
The formula behind the dashboard
For every order line, a profit dashboard calculates:
Profit = sale price - item cost - channel fees - shipping - ad cost - refunds and returns - other direct costs
Then it groups that figure by product, by channel and by period. Each part must come from somewhere reliable:
- Sale price and refunds come from the channel's order data.
- Channel fees come from the payout or settlement data. On Amazon, the settlement report lists every charge as an amount type, a description and an amount.
- Item cost is the number most sellers do not keep clean. It comes from your supplier invoices or your stock tool.
- Ad cost comes from Meta, Google and Amazon ads reports, and has to be matched to products.
- Shipping comes from your label tool or carrier bills.
The metrics worth tracking
| Metric | What it tells you | Watch for |
|---|---|---|
| Profit per product per channel | Which listings earn their place | Same product, very different result by channel |
| Contribution margin | Profit after direct costs, before overhead | Falling margin as ad spend rises |
| Fees as a percent of sales | What each channel really costs | Fee changes you did not notice |
| Return rate and return cost | The hidden drag on profit | One product with a high rate |
| Ad cost per order (and profit after ads) | Whether ads pay | Revenue-only ad reports that hide a loss |
| Days of stock left | Cash tied up and stockout risk | Best profit products about to run out |
| Repeat customer rate | Which channel brings back buyers | Marketplaces rarely share this data |
Do not track more than that on one screen. If you want a method for choosing numbers, read my guide to building a KPI dashboard.
Ready-made profit tools
- Sellerboard. A profit analytics tool for Amazon sellers, with a profit dashboard, cost-of-goods management, returns statistics and PPC (pay-per-click ad) reporting. Its site says plans start at $15 a month, and it also has pages for Shopify, Walmart and eBay. If you want options in this space, see the Sellerboard alternatives guide.
- TrueProfit. A profit tracking app for Shopify stores. It lists a profit dashboard, product analytics, a profit and loss report, custom costs and marketing attribution, with the P&L report from the $60 Advanced plan and attribution from the $100 Ultimate plan. Its pricing page shows plans from $35 a month, priced by monthly order count, as of November 2026.
- Shopify Analytics. Included with your Shopify plan. Good for sales and traffic by channel, but costs are mostly manual.
- A2X Clarity. A profitability product from A2X, an ecommerce accounting service that posts payouts to QuickBooks or Xero. A2X describes it as profitability analytics. Check the A2X site for what it covers before you rely on it.
The common limit is scope. Each is strong on its home platform and thin on the others. A seller on Shopify, Amazon and Etsy ends up with two or three dashboards that never add up to one number.
The do-it-yourself route
A spreadsheet or reporting tool such as Power BI (Microsoft's reporting tool, $14 a user a month on Pro as of November 2026) can combine channels. Power BI Pro refreshes up to 8 times a day. Airtable, a database with spreadsheet-like tables, starts its paid Team plan at $20 a seat a month on annual billing. Both work if someone keeps the data flowing and the cost table clean. I go through the trade-offs in building a customizable ecommerce dashboard.
A worked example with made-up numbers
A seller sells one leather wallet on three channels. All figures are for one unit and are invented to show the method.
| Line | Shopify | Amazon | Etsy |
|---|---|---|---|
| Sale price | $60.00 | $60.00 | $60.00 |
| Item cost | $22.00 | $22.00 | $22.00 |
| Channel and payment fees | $2.10 | $12.00 | $5.40 |
| Shipping | $6.00 | $6.00 | $6.00 |
| Ads | $9.00 | $8.00 | $2.00 |
| Returns allowance | $1.50 | $3.00 | $1.00 |
| Profit | $19.40 | $9.00 | $23.60 |
Same wallet, same price. Etsy earns more than twice what Amazon does. A revenue dashboard shows three identical $60 lines. This is the view an owner needs, and it is why the stock decision changes. If stock is tight, send it where profit per unit is highest, unless Amazon brings volume you could not otherwise reach.
Common pitfalls
- Stale item costs. A supplier raised prices in spring and your sheet still shows last year's.
- Bundles. A bundle sells as one line but costs several. The dashboard must break it back into parts.
- Timing. Fees and refunds often arrive weeks after the sale. A profit figure for last week will change.
- Ads by campaign, not product. You may have to split ad cost across products by a rule you choose.
- Currency. Sales in several currencies need a consistent rate, or margins drift.
Connecting profit to customers
Profit by customer needs data that most marketplaces will not share, so it works mainly for your own store. Pair the profit view with an ecommerce CRM (a customer database for online sellers) if repeat buyers matter to you. AI can also help explain changes in the numbers in plain words, as I describe in AI for ecommerce analytics, but it needs clean data under it.
What a custom owner dashboard adds
- All channels in one table, with one definition of profit that you control.
- Your own cost rules, such as landed cost with freight and duty, or a shared packaging cost.
- Alerts, such as a product whose margin drops below a floor you set.
- Different views for different people. A buyer sees stock, a marketer sees ad profit, you see everything.
- No per-seat fees, and the code is yours.
How I'd approach this
Start with a spreadsheet and your ten best-selling products. Fill in each line of the formula by hand for one month. You will learn which cost is hardest to get, and that tells you where your data is weakest. Then pick a ready-made tool for your biggest channel, since that gets you far for little money.
Move to a custom owner dashboard when you have two or more channels that matter and the tools give you answers that disagree. I build these, tied to your channels and your cost rules, with the formula written down so you can trust every number. Bring your ten products and your five costs, and I will tell you what it would take.
Questions people ask
What is an ecommerce profit dashboard?
It is a report that shows profit, not just sales, for each product and channel after fees, shipping, ads, returns and item cost. It differs from a revenue dashboard, which stops at what customers paid.
What is the best ecommerce profit dashboard for Shopify?
There is no single best. TrueProfit is built for Shopify profit tracking, and Shopify's own analytics covers sales. If you also sell on Amazon, compare with Sellerboard or plan an owner view across both. See Sellerboard alternatives.
How much do profit dashboard tools cost?
As of November 2026, Sellerboard says plans start at $15 a month, and Power BI Pro is $14 a user a month. Check each vendor's page, because price often depends on order volume.
Why does my profit figure change after a week?
Refunds, fee adjustments and ad charges arrive after the sale. Treat the latest weeks as provisional. My guide to ecommerce accounting reporting explains how payouts and settlements post.
Can I calculate Amazon profit myself?
Yes, for a single product, with a calculator. See the Amazon seller profit calculator guide. For all products and channels, a dashboard saves the manual work.
When do I need a custom profit dashboard?
When you sell on two or more channels that matter and ready-made tools disagree, or when you have cost rules no tool supports. You can describe your case on a call with me.
More in this topic: Ecommerce: reporting, profit and automation (17 guides) →