Returns Reduction Sprint

Cut returns, keep revenue.

Are returns quietly crushing your margins? Every unnecessary return means wasted shipping, handling, and team time, not to mention disappointed customers. The question is: what’s really driving your returns, and which fixes will move the needle fastest without a full rebuild or migration?

From front-end clarity (PDP content, size/fit guidance, address validation) to back-end operations (RMA logic, reason codes, exchanges vs. refunds, warehouse flows), many small decisions add up. Command C’s Returns Reduction Sprint is a short, fixed-scope engagement designed to:

  • Lower Return Rates: Identify root causes and implement quick wins that reduce returns fast.
  • Keep More Revenue: Turn small percentage improvements into meaningful, compounding gains.
  • Reduce Oversights: Make the returns journey explicit—before, during, and after purchase.
  • Accelerate Improvements: Decrease unknowns and shorten the path from audit to live fixes.
  • Lay a Stronger Foundation: Create a roadmap that supports your brand for the long run.
  • Align Profit & Values: Lower returns reduce waste—good for margins and sustainability.

Two Facets of Our Process

Front-End & CX Analysis

  • PDP Fit/Clarity: Size/fit guidance, imagery, variant logic, review patterns, comparison tools.
  • Policy Comms & UX: Returns/exchanges language, incentives for exchanges, onsite and checkout messaging.
  • Post-Purchase Flow: Order updates, “how to” care/use content, returns portal UX, email/SMS prompts.
  • Data & Tracking: GA4 events, returns attribution, baseline return rate and reason code distribution.

Operations & Data Analysis

  • RMA Tooling & Rules: Exchanges vs. refunds defaults, label logic, fraud guardrails.
  • Warehouse/Restocking: Intake rules, refurbish/resell options, cost thresholds (“keep it” vs. restock).
  • Systems Fit: Platform/app alignment, ERP/3PL touchpoints, reason codes and reporting health.
  • SLA & Metrics: Baselines and targets for 3/6/12-month tracking by category/sku.

Outcome: A Clear Returns Roadmap

This focused sprint delivers a fully articulated plan, and tangible improvements:

  • Prioritized Backlog: Highest-impact changes first, with effort and dependencies noted.
  • Impact Estimates: Expected return impact (by high, medium, low) to guide sequencing.
  • Quick Wins Implemented: Up to 5 hours of development for low-lift, high-value fixes.
  • Tracking Plan: What to measure next quarter and beyond to compound gains.

Typical Timeline & Scope

  • 2–3 weeks
  • Fixed-scope sprint (audit + roadmap + up to 5 hrs dev)
  • Optional: continued implementation via monthly optimization engagement

Who Benefits Most

  • 8–9 figure brands where even a 1% reduction meaningfully improves margin
  • Categories with fit/expectation friction (apparel/gear/home/horticulture, etc.)
  • Teams wanting proof fast before bigger projects or migrations

Simple Math, Big Impact

We all know returns are a BIG deal. The national average in ecommerce is around 17%. So we are talking big losses here. But let’s keep the math simple. Say your store does $1,000,000/month and 10% gets returned (=$100,000), then cutting your return rate by even 1 percentage point (10% → 9%) on the low end means you keep $10,000 more each month (or $120,000/year).

Want to see what sort of impact you could see? Just plug this prompt into your favorite AI tool: “If our store does $[monthly_revenue] per month and our average return rate is [current_rate]%, how much money kept per month and per year would we gain by reducing the return rate by 1 percentage point (e.g., 10% → 9%)?

During our returns sprint with Command C, we finally saw where the leaks were—and which fixes mattered most. They shipped a few quick wins right away and handed us a roadmap that paid for itself.

– Sophia Eisenmann, Ecommerce Director