The Zane Journal

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.

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Growth Performance

How to Choose an SEO Company in India

How to choose an SEO company in India: what to check, the questions to ask, the red flags to avoid and how to judge results before you sign.

23 Jul 2026 · 7 min read

Operations Logistics

Cash Conversion Cycle: The D2C Killer

Understand the cash conversion cycle for Indian D2C brands: inventory days, marketplace settlement lag, and practical ways to shrink the gap.

23 Jul 2026 · 9 min read

D2C

Free Shipping Thresholds: The AOV Math

How Indian D2C brands set a free shipping threshold that lifts AOV without eroding contribution margin, with a worked calculation and pitfalls.

23 Jul 2026 · 7 min read

Data Analytics

RFM Segments: Stop Blasting Your Whole List

A practical guide to RFM segmentation for Indian D2C CRM: how to score recency, frequency and monetary value and build flows per segment.

23 Jul 2026 · 9 min read

Growth Performance

CAC Payback: The Number That Decides Runway

How Indian D2C brands calculate CAC payback period on contribution margin, why 6 months is the danger line, and how to fix a slow number.

23 Jul 2026 · 8 min read

Quick Commerce

Quick Commerce Share of Shelf and Planograms

How brands win share of shelf on quick commerce, covering the virtual planogram, search position, assortment breadth and visibility on Blinkit and Zepto.

23 Jul 2026 · 8 min read

Strategy

Running a Joint Business Plan on Quick Commerce

How to build and negotiate a joint business plan with Blinkit, Zepto and Instamart category buyers, covering assortment, visibility, margin and growth.

23 Jul 2026 · 9 min read

Quick Commerce

Quick Commerce Deductions and Damage Claims

A reconciliation playbook for quick commerce deductions, damage claims and short payments on Blinkit, Zepto and Instamart for Indian brands.

23 Jul 2026 · 8 min read

Operations Logistics

Quick Commerce Fill Rate: The OTIF Playbook

A practical guide to fill rate and OTIF for brands on Blinkit, Zepto and Instamart, with PO acceptance, dispatch and penalty tactics for India.

23 Jul 2026 · 8 min read

Account Management

Recovering Money on Flipkart WMD Returns

Recover wrong, missing and damaged returns on Flipkart: the evidence to capture, the claim windows to hit, and the weekly reconciliation habit.

23 Jul 2026 · 8 min read

Marketplace Strategy

Winning on Meesho Without a Price War

How to compete on Meesho without a price war: pack architecture, rating moats, return control and margin levers that beat racing to the bottom.

23 Jul 2026 · 9 min read

Growth Performance

Meesho Ads: A Margin-Safe Bidding Guide

A margin-safe guide to Meesho ads for Indian sellers: how the cost-per-click auction works, which SKUs to promote, and the ROAS math at low price points.

23 Jul 2026 · 8 min read

Marketplace Strategy

The Flipkart FAssured Playbook for Sellers

How Indian sellers earn and hold Flipkart FAssured: the fulfilment routes, the metrics that gate the badge, and its real impact on rank and Buy Box.

23 Jul 2026 · 8 min read

Brand Creative

Briefing A+ Content So Creative Teams Deliver

How to brief A+ content and product detail pages so creative teams deliver on message, on time, with fewer revision rounds for Indian D2C brands.

22 Jul 2026 · 7 min

Data Analytics

Contribution Margin: The Number That Runs Your P&L

How to build ecommerce contribution margin and read your D2C P&L in India, from gross margin to shipping, RTO and marketing cost per order.

22 Jul 2026 · 8 min

Operations Logistics

Building an NDR Workflow That Saves Orders

A step by step NDR management workflow for Indian D2C brands to recover failed deliveries, cut RTO and reduce return to origin losses.

22 Jul 2026 · 7 min

Operations Logistics

How to Choose a 3PL for D2C in India

A practical framework for choosing a 3PL for D2C in India, covering pincode coverage, RTO handling, billing accuracy and true cost per order.

22 Jul 2026 · 8 min

D2C

D2C Lifecycle Flows for India That Convert

A lifecycle marketing guide for Indian D2C: the core email, SMS, and WhatsApp flows that drive repeat orders without more ad spend.

22 Jul 2026 · 7 min

Brand Launch

Quick Commerce or Modern Trade First?

How a new Indian brand should choose between quick commerce and modern trade at launch: cost, data, margin, and the realistic sequencing.

22 Jul 2026 · 8 min

Growth Performance

D2C Landing Page CRO That Actually Moves

A CRO playbook for Indian D2C landing pages: above the fold clarity, trust, mobile speed, and checkout friction that quietly kills conversion.

22 Jul 2026 · 8 min

Quick Commerce

Blinkit Brand Page Optimization That Sells

A practical guide to optimizing Blinkit brand pages and product content for Indian shoppers: titles, images, descriptions, and search visibility.

22 Jul 2026 · 7 min

Growth Performance

Compliant Review Generation on Amazon India

Generate Amazon India reviews without breaking policy: Request a Review, Vine, insert cards done right, and the tactics that get accounts suspended.

22 Jul 2026 · 7 min

Growth Performance

Coupons vs Deals vs Lightning Deals on Amazon India

Compare Amazon India coupons, deals, and Lightning Deals: how each promotion works, what it costs, and which to use for your growth goal.

22 Jul 2026 · 8 min

Account Management

Amazon FBA Storage and Long-Term Fees in India

How Amazon FBA storage and long-term fees work for India sellers, why aged stock gets costly, and how to keep fulfilment fees under control.

22 Jul 2026 · 7 min

Account Management

Amazon IPI Score: A Guide for India Sellers

Understand Amazon IPI for India FBA sellers: the four levers, the storage limit link, and the moves that lift a low score fast.

22 Jul 2026 · 8 min

Brand

Brand Naming and Trademark for Indian D2C

Naming an Indian D2C brand is a legal decision, not just a creative one. How to pick a name you can trademark and defend in India.

21 Jul 2026 · 7 min

Data Analytics

Cohort Analysis and LTV for Indian D2C

Cohort analysis shows who really stays. A guide to measuring retention and LTV for Indian D2C, with metrics that survive discounts.

21 Jul 2026 · 8 min

Operations Logistics

Ecommerce Packaging: Cut Cost by Right-Sizing

Packaging quietly eats ecommerce margins. Right-size boxes, cut dead weight, and lower shipping costs without hurting the unboxing.

21 Jul 2026 · 7 min

Operations Logistics

Cut RTO on COD Orders: A Playbook for India

Cut RTO on COD orders in India with address scrubbing, order verification, and prepaid nudges. A practical playbook for ops leads.

21 Jul 2026 · 8 min

Growth

Repeat Rate: The Retention Levers for D2C

The retention levers that lift repeat rate for Indian D2C brands: onboarding, second order timing, replenishment nudges, and cohort based measurement.

21 Jul 2026 · 9 min

India's Commerce Engine

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