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E-commerceApparel & FashionMulti-source (2)
Apparel & Fashion E-commerce Blueprint
Other sub-industries in E-commerce: Beauty & Personal Care, Consumer Technology & Electronics
Common Business Goals
- Drive profitable traffic and convert browsers into buyers across a fast-changing catalog
- Minimize returns and size- or fit-related dissatisfaction
- Build repeat purchase behavior across seasonal collections
Recommended KPI Hierarchy
2 of 6 KPIs have a verified formula on file — benchmarks are only apples-to-apples when the underlying formula matches.
North Star
Return on Ad Spend (ROAS), Incrementality-AdjustedPrimary
Conversion RateAverage Order Value
Diagnostic
Return RateClick-Through Rate
Guardrail
Customer Acquisition Cost (CAC)
Example ScorecardClick Actual to fill in your own numbers
| KPI | Target | Actual | Status |
|---|---|---|---|
| ROAS (incrementality-adjusted) | 2.5x+ | At Risk | |
| Conversion Rate | 2.5%+ | At Risk | |
| Return Rate | < 20% | At Risk | |
| Customer Acquisition Cost | < $40 | On Track |
Common Measurement Mistakes
- • Not tracking size/fit-driven returns separately from quality or preference-driven returns
- • Chasing conversion rate with aggressive discounting that erodes full-price sell-through
- • Ignoring seasonal collection lifecycle — stale inventory quietly drags down site-wide conversion
Best-Practice Notes
- • Segment return rate by size/fit reason vs. other reasons — they call for very different fixes
- • Track full-price vs. discounted sell-through separately to protect margin
- • Refresh creative and landing pages on the same cadence as new collections drop