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QComm analytics in India: what to track and why

Quick commerce (QComm) analytics in India means tracking how your products appear on Blinkit, Swiggy Instamart and Zepto: availability, search rank and share of search, prices and market share. Because each order comes from a nearby dark store with its own stock and search results, it has to be measured store by store and city by city, every day.

Netr, 16 October 2026

Why QComm needs its own analytics

On Blinkit, Instamart and Zepto, each order is picked from a dark store a few kilometres from the shopper. Each store has its own stock and its own search results. A shopper searches, looks at the first scroll and buys in seconds. So the questions that matter are local and daily: are we in stock in this store, are we on the first scroll for this keyword in this city, is a competitor cheaper next to us today?

Seller portals answer part of this with your own numbers. They don't show the shelf next to competitors.

The four things to track

  1. Availability (OSA). Share of stores where each SKU is buyable, with out-of-stock separated from not listed. See what is OSA.
  2. Share of search. How much of the first scroll you hold for your keywords, organic and sponsored apart, weighted by search volume. See share of search.
  3. Pricing. Your price and discount against the products next to you, and when they change.
  4. Market share. Your estimated share of category sales by city, and the trend.

Rules for reading it well

  • Read every city. One city's numbers don't describe the others.
  • Weight, don't average. Weight keywords by search volume and stores by how much they sell.
  • Keep organic and sponsored apart. Owned and rented visibility are different problems.
  • Check stock before blaming demand. Many sales drops are availability gaps.
  • Trust shares over absolutes. Market sales from shelf tracking are estimates; shares and trends are reliable.

What to look for in a tool

  • All three platforms in one place.
  • Store-level availability, not only city averages.
  • Search rank with ads marked, by keyword and city.
  • Your SKUs, competitors and keywords set up for you.
  • Daily updates.
  • Clear labels on what is estimated and what is exact.

Netr's Digital Shelf is built on these rules, updated every morning across Blinkit, Instamart and Zepto. For a one-off written read of a category, see Market Intel.

Related

Questions brands ask

What is quick commerce analytics?

Tracking a brand's shelf on Blinkit, Instamart and Zepto, meaning availability, search rank, pricing and market share, by dark store and city, so the brand can see why sales move.

How is it different from marketplace analytics?

A marketplace ships from warehouses to a whole region, so the shelf is mostly national. QComm serves each order from one nearby dark store, so stock and search results change store by store.

How often should QComm data update?

Daily at least. Stock, rank and prices move day to day.

What should a QComm analytics tool cover?

All three platforms, every city you sell in, store-level availability, organic and sponsored rank measured apart, competitor prices, and an honest label on what is estimated.

Do I need a seller account to use one?

Not for the market view. Your seller account adds exact own sales and inventory.

See your shelf clearly.

Tell us your brand, your platforms and what you're stuck on. We scope it on a 30-minute call.