In marketplace and quick commerce operations, an SLA is any target the platform writes into your agreement or seller policy and then measures: dispatch a marketplace order within 24 or 48 hours, deliver a purchase order inside the appointment window, keep fill rate above a set percentage, answer a customer query within a day, or keep cancellations and returns under a ceiling. The word comes from IT contracts, but on Amazon, Flipkart, Myntra and the quick commerce apps it simply means "the numbers you are scored on". Breach an SLA and the consequence is rarely a phone call; it is usually automatic, in the form of a fee, a lower rank, a paused listing or, on quick commerce, a smaller next PO.
How it works
Each SLA has three parts: a metric, a threshold and a consequence. The platform measures the metric from its own system data, compares it with the threshold over a rolling window (a week, 30 days or a quarter) and applies the consequence, which may be graded. On marketplaces the common seller SLAs are late dispatch rate, order cancellation rate, return-to-origin rate and response time. On quick commerce, the operative SLAs are fill rate, on-time delivery against PO appointment, and rejection rate at inwarding.
Worked example (quick commerce): your agreement sets a 95% fill rate SLA and an on-time appointment SLA measured monthly. In August you receive 20 POs totalling 24,000 units, ship 22,800, and 600 are rejected at the gate. Fill rate is 22,200 ÷ 24,000 = 92.5%, below the SLA. Two consignments also arrived a day late. The consequence written into your agreement might be a chargeback, a reduced forecast or simply a "red" score that the category manager weighs when deciding which brand gets the next store expansion.
Blinkit, Zepto and Swiggy Instamart do not publish their brand SLAs on a public help page as of September 2026; they sit in each brand's commercial agreement and scorecard. Amazon and Flipkart, by contrast, publish seller performance thresholds (such as Amazon's order defect rate) on their seller help sites.
Why it matters for sellers
SLAs are how a platform allocates scarce resources, whether that is Buy Box share, search rank or dark store shelf space. Two brands with the same product and price are separated by which one is cheaper for the platform to work with, and SLA compliance is the measure of that. A seller who knows their SLAs and reports on them is treated as a partner; one who discovers them from a penalty is treated as a risk.
How to manage it
- Get every SLA in writing from the platform or category manager: metric, threshold, window and consequence.
- Build a weekly scorecard from platform data and act on amber before it turns red.
- Design operations to the tightest SLA across platforms so one process serves all of them.
- Dispute wrong data quickly; SLA breaches caused by the platform's own delays are usually reversible if raised inside the window.
- Review SLAs at each contract renewal; they tighten as your volume grows.
Blooprint tracks SLA scorecards across marketplaces under quick commerce management and Amazon account management. For Amazon's published thresholds see the Amazon seller fees guide.