Quick Commerce Launch: The First 90 Days That Decide It
A quick commerce launch is won or lost in the first ninety days. Not by the deck. By availability, discipline and a review cadence you actually keep.
- Pick a few cities and a tight assortment. Depth beats spread in the first ninety days.
- Availability is the first KPI. Do not spend on ads for a SKU that is out of stock.
- Run a weekly review on fill rate, availability and days of cover. Fix the leaks before you scale.
Most quick commerce launches fail quietly. The brand goes live in ten cities, the assortment is forty SKUs wide, and within a month half of it is out of stock and none of it is ranking. The deck looked great. The launch did not.
The first ninety days set the pattern. Here is the playbook we run.
Pick cities like you mean it
Do not launch everywhere because the platform will let you. Pick two or three cities where you already have demand signal, from your own site, from Amazon, or from offline. Demand you can see is worth more than demand you hope for.
Inside a city, the unit that matters is the dark store. Coverage is a map of which dark stores carry you. A narrow, deep footprint beats a wide, shallow one. You want to be reliably present in the stores that serve your buyers, not thinly listed across a whole metro.
Build a tight assortment
Lead with your hero SKU. Add one or two pack sizes designed for how people actually buy on quick commerce, which is impulse and top-up, not the monthly stock-up. Small and mid packs usually work. A giant value pack rarely does.
Keep the launch list short. A tight assortment is easier to forecast, easier to keep in stock, and easier to review every week. Width is a reward you earn after fill rate is steady, not a thing you start with.
Pack size is a decision, not an afterthought. The quick commerce basket is small and frequent. A shopper reaching for your product at 9pm wants the size that fits a top-up, not a warehouse. Price the pack so it reads as an easy yes on the app. If your only pack is a large family size built for a supermarket run, you have brought the wrong product to the wrong shelf.
Match the stock to how the platform actually pulls. Each platform forecasts and orders a little differently, so the demand you see on your own site will not translate one to one. Watch how the first few POs behave, learn the rhythm, and hold your inbound to it. Early on, a small buffer of extra days of cover is cheap insurance against a spike you did not model.
Inbound PO and fill-rate discipline
When the platform raises a purchase order, the number that matters is how much of it you actually deliver, on time and in full. That is your fill rate. A weak fill rate starves the dark store, the SKU drops off the shelf, and your availability collapses before you have even started.
Treat every PO as a promise. Short shipments and late dispatches are not admin problems. They are the root cause of most launch stockouts. Hold enough days of cover at the platform so a demand spike does not empty the shelf overnight.
Availability is the first KPI
If you measure one thing in the first ninety days, measure availability. It is the share of times a shopper in your serviceable area can actually see and buy your product. Everything else sits underneath it.
Sales, rank, ad performance, all of it is capped by availability. A brilliant listing on an out-of-stock SKU sells nothing. Get availability to a healthy level first. Then optimise the things that ride on top of it.
The ad-on-availability rule
Here is the rule we do not break. You do not advertise a SKU that is not reliably in stock.
Ad spend on an out-of-stock product pays to send a shopper to a dead end. It wastes budget, and worse, it can hurt your rank because the platform sees clicks that do not convert. Spend follows availability. First you are in stock, then you buy visibility. Never the reverse.
A weekly review you actually keep
The launch operating rhythm is a weekly review. Same day, same numbers, every week. Skip it and the leaks stay hidden until they are expensive.
Keep the scorecard short:
| Metric | What it tells you |
|---|---|
| Availability | Can shoppers find you |
| Fill rate | Are you honouring POs in full |
| Days of cover | How close you are to a stockout |
| Rank on key terms | Are you visible in search |
| Return on ad spend | Is paid visibility paying back |
Watch the trend, not one week. If availability slips, chase the PO and the dispatch. If days of cover is thin, push inbound before you push ads.
Watch the unit economics from day one
Quick commerce is not a place to discover your margins late. Platform fees, fulfilment, ad spend and returns all stack up. Model the unit economics before you scale, so growth does not just mean growing a loss. A SKU that cannot carry the platform take is a SKU you fix or drop, not one you push harder.
The common launch mistakes
- Too many cities. Spread thin, absent everywhere, cash gone.
- Too many SKUs. Nothing stays in stock, nothing ranks.
- Ads before availability. Paying to reach a shut door.
- Weak PO discipline. Short and late shipments quietly kill the shelf.
- No weekly review. Problems compound in the dark.
- Ignoring the math. Scaling a SKU whose unit economics never worked.
What to do this quarter
Choose two cities. Choose three SKUs. Get availability healthy and keep it there. Advertise only what is in stock. Hold a real weekly review and act on what it shows. Do that for ninety days and you will have a base worth scaling. The brands that win a quick commerce launch are not the loudest. They are the most disciplined.