Python Scraper Pulls Blinkit Prices and Stock Levels Per Dark Store

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Blinkit, India's 10-minute grocery delivery app, shows selling price, MRP, discount, rating and shelf stock on each product card. A developer describes a Python script that exports a full category to CSV, despite Cloudflare blocking plain requests, which returns HTTP 403. Routing requests through Scrape.do with residential Indian proxies gets past the wall, and the data is read from an inline PRELOADED_STATE script. The author notes that prices, stock counts and product lists depend on the delivery location, since Blinkit serves each address from its nearest dark store. Categories also show only 30 products before switching to a POST pagination API that returns 15 products per call.

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