Click and collect vs delivery returns: which drives more?
The short answer
To compare click and collect vs delivery returns, calculate return rate separately for each fulfillment type: units returned divided by units sold. Then hold product mix steady by comparing the same categories and sizes across types, because delivery orders often carry more of the products people return most.
Returns by fulfillment method, worked through
Why it matters
Delivered orders that come back cost outbound and return freight on top of the lost sale. If delivery drives more returns for the same products, nudging customers toward click and collect, or fixing what they cannot check online, saves real cost per order.
The question to ask
Copy this into Lexi as written.
What the answer looks like
Illustrative output on sample data
Illustrative example: how Lexi answers this for an outdoor retailer. It compares a season of online returns by fulfillment type, then repeats the check within one category.
- Home delivery: 64,000 units sold, 18% returned
- Click and collect: 22,000 units sold, 11% returned
- Footwear only: 22% for delivery, 20% for click and collect
What the data shows
Delivery looks 7 points worse overall, but within footwear the gap shrinks to 2 points.
What it means
Delivery orders carry more sized apparel and footwear, so product mix explains most of the difference. Click and collect customers often try boots on at pickup and leave a pair behind as a same-day return.
What to do
Compare fulfillment types within each category before changing delivery policy.
Would you like return rates by category and fulfillment type for the full range?
Frequently asked questions
Is click and collect return rate usually lower than delivery?
Often, partly because customers can check items at pickup and partly because click and collect orders lean toward products that are returned less. Measure it in your own data within each category before drawing a conclusion, since product mix can explain much of the gap.
Why compare return rates within the same category?
Fulfillment types carry different product mixes. If delivery orders include more apparel and footwear, delivery will show a higher return rate even if customers behave the same. Comparing within each category and size band separates the effect of fulfillment from the effect of what was bought.
Should returns made at the pickup counter count?
Yes, and track them separately. Items handed back at pickup are returns that cost you a sale but little freight. Recording them as same-day returns shows how much try-on at pickup prevents later returns, and stops click and collect looking better or worse than it is.