Freight Cost Per Order: Build the True Number

Ask a founder what shipping costs them and you usually get the base rate from the aggregator dashboard. Around Rs 45 for a half kilogram parcel. The number that actually leaves the bank account per delivered order is often Rs 90 or more. The gap is not hidden. It is just spread across seven line items that nobody adds up.

Building the true number

Freight cost per order is total logistics spend divided by delivered orders in the same period. Both halves need care.

The numerator has to include everything that moves a box.

• Base freight, by billed weight slab and zone. Use billed weight, not the weight you declared.
• Fuel surcharge. Indian couriers apply roughly 10 to 12 percent on the freight component, and it moves with diesel.
• COD collection fee. Typically a flat charge in the Rs 30 to Rs 80 band or 1.5 to 2 percent of order value, whichever is higher. On a Rs 2,500 order that is a real number.
• Out of delivery area surcharge. Rs 40 to Rs 80 per shipment on remote pincodes, with transit of 5 to 8 days.
• Packaging. Box or mailer, filler, tape, label, invoice pouch. Rs 8 for a poly mailer, Rs 35 or more for a printed rigid box with void fill.
• Weight discrepancy adjustments. Whatever the courier rebilled you and you did not recover.
• Reverse logistics. Return pickup charges on customer returns, and on RTOs both the forward freight you already spent and the return freight.
• Address correction and reattempt fees, and any risk or insurance surcharge you have opted into.

GST sits outside this if you claim the input credit. Keep one version excluding GST for margin work and one including it for cash flow, and label which one you are showing.

The denominator is where most reports go wrong. Divide by delivered orders, not shipped orders. Freight spent on an RTO bought you nothing, so it belongs in the numerator and must not be allowed to inflate the denominator and flatter the average. Run both if you like, but the delivered number is the one that ties to contribution margin.

Benchmarking against AOV

A rupee figure on its own is not a benchmark. Logistics runs about 10 to 15 percent of revenue for mid size Indian ecommerce businesses, and the spread inside that band is almost entirely explained by AOV and parcel size.

• Above Rs 1,200 AOV with a compact parcel, under 8 percent is achievable and 6 percent is excellent.
• Between Rs 600 and Rs 1,200, expect 9 to 13 percent, with prepaid share doing most of the work at the good end.
• Below Rs 500 AOV, freight commonly crosses 18 percent, and no amount of rate negotiation fixes it. The answer there is basket size, bundling or a shipping threshold, not a better courier.

Split the percentage by channel too. Marketplace fulfilled, self shipped D2C and quick commerce dispatch have different cost structures and blending them produces a number that describes nothing. Then split by category. A 400 gram supplement bottle and a 2 kilogram appliance do not belong in one average, and the average will always hide whichever one is bleeding.

The levers that move it

In rough order of size for a typical Indian D2C brand.

• Packaging and dimensional weight. Volumetric weight is length times width times height divided by 5000, and you are billed on the higher of volumetric and actual. Brands that right size their box range routinely take 10 to 20 percent off freight because parcels drop a slab.
• Prepaid share. Every point shifted from COD to prepaid removes the COD fee and cuts RTO exposure at the same time. Small prepaid discounts and UPI prominence at checkout usually pay for themselves inside a month.
• Courier allocation by lane. Assign per pincode cluster on delivered cost and first attempt success, not on a single national cheapest rate. The cheapest courier on a lane with a 6 percent worse success rate is not cheap.
• Weight discrepancy recovery. Declare measured weights from your catalogue and dispute rebills inside the courier window. Recovery is real money that most brands simply forfeit.
• RTO reduction. Address quality, COD verification and serviceability rules. Each avoided RTO saves roughly two legs of freight plus handling.
• Zone mix. A second stocking location closer to your demand cluster converts long zone shipments into local ones. Model this against the working capital it consumes before committing.
• Rate renegotiation. Do it annually with clean volume data by lane. It is the last lever, not the first, because it usually returns less than packaging alone.

The cadence that catches drift

Freight cost does not spike. It creeps, one surcharge and one slab at a time, and it is usually a quarter old before anyone raises it. Fix that with a fixed rhythm.

• Weekly. Billed weight against declared weight by SKU, courier mix share, COD share, and open weight disputes with days remaining in the dispute window.
• Monthly. Freight per delivered order, in rupees and as a percentage of AOV, split by courier, by zone and by category. Compare to the same month last quarter, not to last month, so seasonality does not fool you.
• Quarterly. Line by line audit of one full invoice against the signed rate card, including every surcharge. Errors in your favour are rare, and unbilled surcharges have a way of appearing quietly.

Set two alert thresholds and act on them without a meeting. If billed weight exceeds declared weight on more than 5 percent of shipments, the catalogue master data is wrong and needs fixing at source. If freight as a percentage of AOV moves more than 1 point month on month, something structural changed in mix, packaging or courier allocation, and you have about three weeks to find it before the quarter is written.