Deduction calculator

The interactive calculator below estimates how much of your last 30 days' deductions look recoverable. Paste a settlement CSV (most marketplaces let you export one from the seller hub). Categorisation runs in your browser — your data does not leave the page.

What the calculator does

For each deduction line, the calculator categorises by reason and estimates a recoverability score:

• High (60–80% recoverable): SLA misses where the manifest was within courier-side delays, slip-vs-invoice quantity mismatches caught by the document pipeline, late-acknowledgement deductions where Ajio's own logs show the order was confirmed.
• Medium (30–50% recoverable): Quality disputes with photo evidence, RTO leakage where courier-side records show out-for-delivery success.
• Low (5–20% recoverable): Mis-pick claims with strong buyer evidence, voluntary returns, courier weight discrepancies.
• Accept-loss (0%): Clear marketplace-side errors, fraud signals.

Caveats — read these

The calculator is illustrative. The actual recoverable amount depends on:

1. The dispute window — most disputes have a 7–14 day window from the deduction landing
2. The evidence you have — slip + invoice + manifest + AWB scan + POB
3. The marketplace's discretion — some are easier on disputes than others
4. Whether you actually file the claim, follow up, and respond to counter-arguments

A 60% recoverability estimate means "in our experience, sellers who file these claims with proper evidence recover about 60% on average." It's not a promise.

When the Protect pillar lands

Coming Q3 2026. The Protect pillar takes the calculator's output and acts on it — files the claims with document pipeline evidence pre-attached, tracks each claim to outcome, and surfaces what the marketplace actually accepts.

In the meantime, the calculator gives you the size of the prize. Most sellers who run their last 30 days through it find ₹5,000–₹50,000 of recoverable deductions sitting on the table.

Start free on Robnu — Process is live today; the document pipeline that powers Protect's evidence is already running.