Things I think about. Occasionally useful.

AUG 13, 20266 mins min read
Your COD order shipped today. You'll see that money in your bank account in 7 to 15 days. Here's what D+2 remittance actually means and how to model it before you run out of cash.

AUG 08, 20265 mins min read
COD feels safer but the math is brutal. Here's what the numbers actually look like and how to move your prepaid ratio without killing conversions.

AUG 04, 20266 mins min read
A practical guide to running your first Meta ad without burning your budget. Objective, structure, landing pages, and what to actually read from the numbers.

AUG 01, 20266 mins min read
ROAS is the most reported metric in paid advertising. Here's what it actually measures, how to calculate your break-even ROAS, and why a 4x can still mean you're losing money.

JUL 22, 20266 mins min read
Meta quietly changed how it finds buyers and counts conversions in 2026. What it means when you're launching cold.

JUL 01, 20267 mins min read
CPL going down feels like a win. It usually isn't. Here is what actually happens when you optimise for cheap leads and how to fix it.

JUN 18, 20266 mins min read
Your instant form CPL is ₹150. Your landing page CPL is ₹250. But your landing page leads are buying. Here's how to stop optimizing the wrong number.

JUN 02, 20266 mins min read
Forward shipping, COD remittance delays, return costs, weight discrepancies — most D2C founders model one of these. Here's what all four look like together.

MAY 21, 20268 mins min read
Everyone's talking about AI marketing. Here's what it actually means when you're running real campaigns with a real budget.