3PL Partner India: The Scorecard Before You Sign

Most brands choose a 3PL in a week and regret it for a year. The rate card looks clean. The sales pitch is smooth. Then sale events arrive, dispatch slips by two days, and your account health takes the damage while the warehouse shrugs. A 3PL is not a vendor. It is the part of your company you do not control directly. Select it like a senior hire.

When you actually need a 3PL

In-house works when your volume is small, your SKUs are few, and your team can pack the day’s orders before lunch. It stops working at three points. First, when orders cross what one supervisor can personally see in a day. Second, when you need coverage in cities where you have no staff. Third, when marketplace operations like FBA inbound appointments and quick commerce purchase orders start eating founder time. If any two of these are true, the math favours a 3PL. Warehousing is a scale business. A good partner spreads rent, labour and software across many brands, and you cannot match that cost alone until you are much larger.

The reverse also holds. If your entire demand comes from one city and one channel, a small in-house room with two trained packers will beat most 3PLs on speed and error rate. Do not outsource what you can still see with your own eyes.

The selection scorecard

Coverage against your demand map, not their brochure

Every 3PL will show you a map with pins on it. Ignore the pins. Pull your last six months of orders, sort by pincode, and find where eighty percent of your demand actually sits. Then ask the 3PL which of those zones they serve from which warehouse, and what real dispatch to delivery time looks like there. A partner with twelve warehouses is useless if none sit near your buyers. A partner with two, placed right, can cut a day off delivery and pull your return rate down with it.

Marketplace appointment experience

This is the question most brands never ask and the one that decides everything. Ask how many FBA inbound appointments they booked last month. Ask how they handle appointment rejections and carton labelling errors. If you sell on quick commerce, ask how they execute purchase order deliveries into dark stores, because those delivery windows are narrow and a missed slot is a lost PO. A warehouse that has only ever shipped D2C parcels will learn marketplace inbound on your inventory. Do not fund that education.

WMS and integration quality

Ask for a live demo of their warehouse management system with your own eyes on the screen. Check three things. Does inventory sync to your marketplaces and storefront without manual uploads. Can you see order status, stock by location, and batch or expiry data yourself, without emailing anyone. Is there an API or at least a ready connector for the platforms you sell on. A 3PL running on spreadsheets will lose stock, and you will discover it during a stockout, never before.

Billing transparency

Logistics margins hide in fine print. Ask how volumetric weight disputes are raised and resolved, and who carries the difference when a courier revises weight after pickup. Ask how storage is charged, whether per cubic foot, per pallet or per bin, and what happens at slab transitions when your inventory grows. Ask for a sample invoice from a real client with the name removed. If the invoice needs an hour of explanation, your monthly reconciliation will need a full day, and so will every settlement conversation after it.

SLAs that matter

Contracts are full of SLAs nobody measures. Only a few count. Dispatch TAT: what percentage of orders leave within the promised window, measured weekly. Pick accuracy: a wrong item shipped is the most expensive error in e-commerce because it costs the product, shipping both ways, and the review. Claims: when goods are lost or damaged in their custody, how fast do they pay, and at billed value or at your cost. Get numbers in writing with a small penalty attached. A 3PL that refuses penalties is telling you its real confidence level.

Reference checks that reveal something

The names a 3PL gives you will say nice things. Do this instead. Ask for two clients in your category at similar order volume, then ask those clients three questions. What broke during the last big sale event. How long did the worst billing dispute take to close. If you moved out tomorrow, what would you miss. The pauses tell you more than the answers. Then find one client who left, through your own network, and ask why. Every 3PL has churn. The reason for it is the real review.

Pilot before migration

Never move your full inventory on a promise. Structure a pilot: one warehouse, twenty percent of SKUs, sixty to ninety days, with exit terms written before you start. Track four numbers weekly: dispatch TAT, pick accuracy, weight dispute rate, and inventory count variance. Hold a fortnightly review with their operations head, not the salesperson. If the numbers hold through at least one demand spike, migrate in phases. If the salesperson stops answering once the agreement is signed, you have your answer early and cheap.

Red flags to walk away from

• Rates well below market with no explanation of how. Someone pays for that gap, usually you, later, in disputes.
• No client in your category and no honesty about it.
• The WMS demo happens on slides instead of a live system.
• The claims process is described as case by case rather than as a defined timeline.
• They resist a pilot and push for a long lock-in with your full catalogue.
• The warehouse visit keeps getting rescheduled.

Run the scorecard this week

Pull your pincode-level demand map today. Shortlist three partners that cover it. Send all three the same scorecard, visit the two that answer it fully, and pilot one. Budget a quarter for the process and protect your working capital by keeping the migration reversible until the numbers prove out. If you want a second pair of eyes on the shortlist or the contract, this is exactly the kind of decision our Consultancy work covers. The brands that struggle with fulfilment are rarely the ones that chose slowly. They are the ones that chose in a week.