RTO & Returns

margin

RTO in Indian D2C: The Real Cost Nobody Puts in the P&L

Parth, Co-founder, Adtitude Media · Aug 13, 2026

Over 80% of Indian D2C brands aren't profitable despite strong revenue. RTO is a major reason why, and it rarely gets modeled against ad spend properly.

Problem-Explainers

The Return Rate Nobody Includes in Their ROAS

Parth, Co-founder, Adtitude Media · Aug 6, 2026

ROAS is calculated before returns happen. Here is how a 12% return rate quietly erodes performance, and how to build a return-adjusted ROAS.

margin

Cash Flow vs Vanity Revenue: The D2C Profitability Trap

Parth, Co-founder, Adtitude Media · Jul 17, 2026

Over 80% of Indian D2C brands aren't profitable despite strong revenue. RTO, payout delays, and inventory traps explain why - and how to fix it.

Strategy

The Real CAC vs LTV Formula for Fashion Brands

Parth, Co-founder, Adtitude Media · Jul 8, 2026

A fashion brand's 11.3:1 LTV:CAC ratio drops to about 6:1 once returns and discounts are factored in. Here's the corrected formula and worked example.