Payout reconciliation: match every rupee.
A marketplace payout arrives net of a dozen deductions, and some of those deductions are simply wrong. Reconciliation is the discipline of rebuilding every payout from the orders behind it — so nothing you are owed slips quietly through.
- A payout is a net figure: sale value minus commission, logistics, returns, penalties and taxes.
- Reconciliation means rebuilding each payout from its orders and checking every deduction is correct and belongs.
- Common errors: wrong weights, duplicate return charges, miscalculated commission, penalties in error, unclaimed TCS.
- Claim windows are short — reconcile every cycle, on the cycle, or the money becomes unrecoverable.
- Robnu rebuilds every payout across AJIO, Meesho and Amazon and files the claim. Free while we figure out pricing.
Most sellers treat the payout as a fact: the money arrives, it goes in the bank, done. But a payout is a calculation, and calculations have errors. Reconciliation is how you turn the payout from something that happens to you into something you verify — and it is one of the highest-return hours a marketplace seller can spend.
The single most expensive assumption a marketplace seller makes is that the payout is correct. It usually is close. But “close”, multiplied across hundreds of orders and a dozen deduction types, is where a working margin quietly leaks away. Reconciliation is the antidote, and it is more method than magic.
What a payout actually is
When a marketplace pays you, it does not pay you your sales. It pays you a net figure: your order value, minus a stack of deductions. Commission on each sale. Forward shipping. Reverse shipping on returns and RTOs. Cancellation adjustments. Penalties for missed SLAs or quality issues. Promotional contributions where you funded a discount. And taxes, including the 1% TCS the marketplace collects against your GSTIN. The payout is what survives all of that.
None of this is hidden, exactly — it is all in the settlement report. But a settlement report is a dense, unfriendly document, and reading it line by line is nobody’s idea of a good evening. So most sellers do not, and that is the gap reconciliation fills. For a worked example of one platform’s report, see our AJIO settlement statement decoded and the overview of marketplace settlement cycles.
Reconciliation, defined
To reconcile a payout is to rebuild it from the bottom up and check that the rebuilt number matches the paid number. You take the orders in the settlement, apply the deductions that should apply — the correct commission, the correct shipping, the genuine returns — and see whether you arrive at the amount you were actually paid. Where you do, the payout is clean. Where you do not, you have found something: either a cost you did not understand, or an error you can claim back.
The deductions that go wrong most
A handful of deduction types account for most recoverable money. Weight discrepancies — you shipped a 400g parcel and were billed for 900g — are among the most common and most claimable. Duplicate return or RTO charges, where the same reverse leg is billed twice, are easy to miss and easy to prove. Commission miscalculations on the wrong slab or the wrong base price quietly overcharge across every order in a category. Penalties applied in error and shipping charged on cancelled orders round out the list. Individually trivial; collectively, a real number.
The pattern is the same for all of them: no single instance is large enough to notice, so without something systematically comparing what-you-were-charged against what-you-should-have-been, they are invisible. Our RTO cost calculator and profit-per-order calculator help you see the underlying economics; reconciliation is what catches the errors on top.
Do it every cycle, on the cycle
Timing is the part sellers underrate. Deduction disputes have claim windows — a settlement you reconcile three months late is often one you can no longer claim against, no matter how clear the error. So reconciliation has to ride the same rhythm as the payout itself: settlement arrives, settlement gets checked, claims get raised, all inside the window. Saving it for year-end guarantees you leave money behind. See our claim deadlines cheatsheet for the windows worth knowing.
The spreadsheet, and where it breaks
At very low volume you can reconcile by hand: export the settlement, export your orders, match them, flag each deduction to a reason. It works — until it does not. Past a few dozen orders a day, the matching is hours of careful, boring work, and boring work that has to happen every cycle is work that eventually does not. That is the honest limit of the spreadsheet: not that it cannot reconcile, but that you will not keep doing it. Our claim tracking spreadsheet is a fine starting point; the case for automating comes when volume outgrows your patience.
What reconciliation returns, beyond the money
The obvious return on reconciliation is recovered rupees — the wrong weight you claimed back, the duplicate return charge reversed, the TCS credit you finally used. But there is a second, quieter return that compounds over time: you learn your own economics. A seller who reconciles every cycle knows, in real numbers, what each marketplace actually costs them — the true commission after every adjustment, the real return rate, the categories where the deductions quietly eat the margin. That knowledge is what turns pricing and category decisions from guesses into informed calls. You cannot manage a cost you have never measured, and reconciliation is the measurement.
There is also a discipline effect worth naming. When a marketplace knows — through your consistent, evidenced claims — that its deductions are being checked, the relationship changes. Errors that go unchallenged tend to recur; errors that are caught and claimed, cycle after cycle, are the ones that get fixed at the source. Reconciliation is not adversarial, but it is not passive either: it is you holding a large counterparty to the arithmetic you both agreed to. Over a year, that posture is worth far more than any single claim, and it is the same posture that runs through RTO recovery and every other part of protecting your revenue.
Sources & further reading
Reconciliation intersects tax when it surfaces the TCS collected against your GSTIN. Tax rules and rates change, and treatment varies by situation, so confirm figures against the official portals and with a chartered accountant before you file:
What sits between your sales and your payout
Every payout is your gross sales with a stack of deductions removed. Knowing the stack is the first step to checking it.
- Commission. A percentage of each sale, by category — and a common place for slab errors.
- Logistics. Forward and reverse shipping, priced on weight — where discrepancies hide.
- Returns & RTO. Charges for what came back — and the duplicates that should not have.
- Penalties. For missed SLAs or quality flags — sometimes applied in error.
- Taxes. TCS collected against your GSTIN — a credit to claim, not a cost to swallow.
See every deduction defined in the marketplace deductions glossary.
Reconciliation in four steps
The same loop every cycle, whether you run it by hand or hand it to an agentic OMS.
Pull the data
Export the settlement report and the matching orders for the cycle. Everything you need to rebuild the payout is in those two files.
Rebuild the payout
Apply the deductions that should apply to each order — correct commission, correct shipping, genuine returns — and total it up.
Flag the gaps
Where the rebuilt figure and the paid figure diverge, mark the reason: wrong weight, duplicate charge, commission error, penalty in error.
Claim in the window
Raise each recoverable deduction with evidence, inside its claim window. A perfect reconciliation filed too late recovers nothing.
How Robnu reconciles every payout
Reconciliation is the right discipline and the wrong use of your evenings. It is repetitive, deadline-bound, and unforgiving of the cycle you skip — which is exactly the shape of work to hand to software.
Robnu is an agentic OMS. It reads your settlement reports across AJIO, Meesho and Amazon, rebuilds each payout from the orders behind it, and flags every deduction that does not line up — wrong weights, duplicate return charges, miscalculated commission, unclaimed TCS. Then it prepares the claim and files it, with a rare approval click while fully-autonomous filing rolls out. You watch recovered rupees land instead of reconciling spreadsheets after midnight.
That is the money spine of the whole product: you sell, Robnu runs the rest and makes sure every rupee is paid correctly.
Payout reconciliation, answered
Payout reconciliation is the practice of checking every rupee a marketplace pays you against the orders, fees and deductions that produced it. A payout is a net figure — sale value minus commission, logistics, returns, penalties and taxes — so reconciliation means rebuilding that figure from the underlying orders and confirming each deduction is correct and belongs. Where the rebuilt number and the paid number disagree, you have found either an error to claim or a cost to understand.
Because a payout is never your gross sales. It is sales minus commission, shipping and reverse logistics, RTO and return costs, cancellation adjustments, penalties, promotional contributions and taxes such as TCS. Every one of those is a place a number can be wrong — a commission slab misapplied, a return charged twice, a weight inflated. The gap between what you sold and what you were paid is normal; the gap between what you were correctly owed and what you were paid is what reconciliation exists to close.
Reconcile every settlement cycle, on the cycle. Claim windows are short — many deduction disputes must be raised within days or weeks — so a settlement you reconcile a quarter late is often a settlement you can no longer claim against. The discipline is worth building into the same rhythm as your payout, not saved for year-end.
Weight discrepancies (billed for a heavier parcel than you shipped), duplicate return or RTO charges, commission miscalculations on the wrong slab or price, penalties applied in error, and shipping charged on cancelled orders. None are common enough to notice one at a time, but across hundreds of orders they add up — and they only get corrected if someone checks.
You can, and for very low volume it works. Export the settlement report, export your orders, and match them line by line, flagging every deduction to a reason. The trouble is that it does not scale — past a few dozen orders a day the matching is hours of work you will not consistently do, which is exactly when the errors accumulate. That is the case for an automated approach.
Robnu reads your settlement reports across AJIO, Meesho and Amazon, rebuilds each payout from the orders behind it, and flags every deduction that does not line up — wrong weights, duplicate charges, miscalculated commissions, unclaimed TCS. Then it prepares the claim and files it, with a rare human approval click while fully-autonomous filing rolls out. You see recovered rupees land rather than spending evenings on spreadsheets.
Accounting records what happened; reconciliation checks that what happened was correct. Your accountant will book the payout you received. Reconciliation asks whether that payout should have been larger — whether a deduction was an error you can claim back. They are complementary: reconciliation feeds clean, correct numbers into your books.
Yes. The same settlement reports that carry your deductions also carry the TCS the marketplace collected against your GSTIN — a credit you claim in your GST returns. Reconciling payouts surfaces the TCS figures you need, so the money side and the tax side reinforce each other. See our guides on TCS reconciliation and claiming TCS credit.
Related seller guides
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