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s↗ShelfSignal.

CICommerce intelligenceIndia workspace⌄

INTELLIGENCE

WORKSPACE

Serverless by designParquet storage · DuckDB analytics

INIndia marketAsia / Kolkata · IST

Workspace/Overview

ConnectingCI

YOUR MARKET, IN FOCUS

The shelf. The shifts. The signal.

A clearer view of what’s moving across quick commerce.

iReal marketplace data · Blinkit city anchors in Chandigarh and Lucknow, plus national retailer catalogs across eight skincare categories. Coverage is partial; catalog delivery remains unverified. Quantity counters are not verified warehouse stock; movement needs additional evidence.

Category Market Cluster Channel Period

FromTo

Reading the shelf…

Awaiting observationsAll dates and daily metrics use IST

GEO-GRID CONFIGURATION

Add a location anchor

An anchor is a sampling location. The collector resolves its actual dark store from the response.

Location nameCity slugClusterPincodeLatitudeLongitude

Platforms to monitor BlinkitZeptoInstamartAmazonFlipkart

Connect to your workspace

Enter the API_KEY configured on your server. The key is kept in memory for this tab.

API access key

Import a snapshot

Upload normalized JSON with a records array. Each record must follow the Observation schema in the README.

Snapshot JSON file