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Your dashboard says you made $20k last month. Your bank account says otherwise. Here's where the gap comes from.
October 2026 · 6 min read
Profit dashboard
$19,840
Estimated from orders, ad spend and costs you typed in
Metreks
$15,299
From the books, reconciled to the bank to the penny
Most profit dashboards work the same way: take Shopify revenue, subtract ad spend from the ad platforms, then subtract product, shipping and fee costs based on settings you entered. It's fast and it's useful. But it's an estimate, and it never gets checked against the one source that can't be wrong: your bank.
You set a product's cost once. Then your supplier changes prices, reprints happen, shipping from the supplier goes up, or a bulk order comes in cheaper. The dashboard keeps using the old number. Reconciled books use the supplier's actual charges.
Card fees vary by card type, country and currency conversion. A flat 2.9% + 30¢ assumption drifts on every international or premium-card order. The actual fee for every transaction is in your payment processor's records.
A chargeback can arrive weeks after the sale, with its own fee, and sometimes the money comes back if you win. Estimates often count refunds at a guessed rate or on the wrong date, which makes months look better or worse than they were.
Software subscriptions, contractors, bank fees, shipping supplies, loan repayments, the accountant. They're real costs every month, and they only show up in your bank and card statements. If nobody typed them into the dashboard, they're missing.
Ad platforms report spend by day. Your card is charged on billing thresholds, sometimes with taxes and credits. The two rarely line up within a month unless someone matches them.
Sell in USD, get paid out in CAD? The payout rate isn't the rate the dashboard assumed. Over a year, small conversion differences add up.
This is the root cause. An estimate has no feedback loop. If any assumption is off, nothing tells you, until the bank balance doesn't match the story, or your accountant's year-end numbers come in lower.
The only way to get profit you can trust is to build it from what actually happened: every order, fee, refund, payout, bank and card transaction, booked into real double-entry accounts and reconciled to your statements. When the books tie to the bank, the profit is real.
That's what Metreks does automatically. It keeps the books for you, checks them against your bank every day, and shows profit you can make decisions on. See how Metreks calculates profit.
Join the founding brands getting Metreks first. We'll set you up personally.