Notes from
the floor.
What we are learning operating Indian commerce, written for the people who have to make the call. No thought-leadership filler.
Sequencing an India-to-GCC Expansion Without Overextending
The GCC punishes brands that scale before they stabilise. Expand only after your India ops run without you, then sequence the entry as CEPA widens the corridor.
Account ManagementProtecting Your Listings From Hijackers and Counterfeits in India
A hijacker quietly steals your buy box, reviews and refunds. Brand registry, catalog lock and active monitoring are the only standing defense that holds.
Operations LogisticsThe GST and GTIN Setup That Stalls Half of Marketplace Launches
Tax registration and barcode mapping are the dullest part of a launch and the most reliable way to miss your go-live date. Here is how to clear them early.
Operations LogisticsGCC Compliance and Setup: The Paperwork That Delays Every Entry
Registration, labeling and import rules in the Gulf are stricter than India and slower to clear. New 2026 SFDA and UAE VAT rules raise the bar again.
Marketplace StrategyGCC Market Entry: Why Your India Marketplace Playbook Needs a Rewrite
The GCC looks close enough to India that brands copy their plan wholesale. Logistics, language and the noon-Amazon platform mix break that plan.
Quick CommercePack Architecture for Quick Commerce: Why Your MRP SKU Will Not Work
Your retail pack was built for a kirana shelf and a monthly basket. Quick commerce buys differently, and shipping the same SKU kills both conversion and margin.
Brand LaunchThe Flipkart Seller Onboarding Steps Nobody Documents Properly
Flipkart onboarding hides approval gates that stall launches for weeks. The real sequence operators use, plus the 2025 zero-commission and EPR shifts.
Growth PerformanceFlipkart Big Billion Days: Planning Inventory and Ads Months Ahead
BBD winners lock inventory and ad budgets a quarter early. With GST 2.0 and Flipkart Minutes reshaping festive demand, last-minute prep costs more.
Growth PerformanceFlipkart PLA Strategy: Why Your Amazon Bidding Logic Underperforms Here
Flipkart's auction punishes copy-pasted Amazon bids, and with ads now 31% of its revenue the gap is widening. How operators rebuild bid logic per platform.
Operations LogisticsFBA vs Easy Ship vs Self-Ship: The Fulfillment Math for India
FBA, Easy Ship, and self-ship each win for different SKUs. The unit-economics math that protects margin, plus 2026 fee changes that shift the call.
Operations LogisticsWhy Fashion Returns Are a Catalog Problem, Not a Courier Problem
Most fashion returns in India trace to fit and colour mismatch. Fix the catalog and size guidance before you touch reverse logistics.
Data AnalyticsCustomer LTV on Marketplaces: Estimating What You Cannot Directly See
You cannot see a marketplace buyer twice, but subscribe rates and repeat signals proxy lifetime value well enough to justify what you spend to acquire them.
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