https://defox.in/blog Guides on data, automation and operations for D2C brands.en-in https://defox.in/blog/purchase-order-automation-guide https://defox.in/blog/purchase-order-automation-guideHow D2C brands can automate the purchase order lifecycle with Blinkit, Zepto, Swiggy Instamart, Nykaa and modern trade: capture, allocation, appointments, invoicing and reconciliation. Sun, 27 Sep 2026 00:00:00 +0530 https://defox.in/blog/automate-marketplace-reporting https://defox.in/blog/automate-marketplace-reportingA step-by-step guide for D2C brands to automate multichannel marketplace reporting: collecting reports, mapping SKUs, building one data model and delivering reports automatically. Sun, 27 Sep 2026 00:00:00 +0530 https://defox.in/blog/quick-commerce-fill-rate https://defox.in/blog/quick-commerce-fill-rateA practical guide for D2C brands on quick-commerce fill rate: how Blinkit, Zepto and Swiggy Instamart POs work, how to calculate fill rate, why it drops, and how to track it automatically. Sun, 27 Sep 2026 00:00:00 +0530 https://defox.in/blog/etl-single-source-of-truth https://defox.in/blog/etl-single-source-of-truthWhat ETL means for an ecommerce brand, what a D2C data warehouse should contain, and a practical roadmap for building one across marketplaces, quick commerce and your website. Sun, 27 Sep 2026 00:00:00 +0530 https://defox.in/blog/days-of-cover-stockout-alerts https://defox.in/blog/days-of-cover-stockout-alertsHow to calculate days of cover correctly, set safety-stock thresholds and build automated stockout alerts across marketplaces, quick commerce and your own warehouses. Sun, 27 Sep 2026 00:00:00 +0530 https://defox.in/blog/acos-roas-tacos https://defox.in/blog/acos-roas-tacosUnderstand ACOS, ROAS and TACOS for Amazon, Flipkart and quick-commerce ads: formulas, worked examples, what each metric tells you, and how to track them across platforms. Sun, 27 Sep 2026 00:00:00 +0530