Cart abandonment is not one problem. It is a symptom of friction somewhere between “I want this” and “order placed”. In food delivery, the biggest causes are usually visible before the payment page: fees, delivery time, minimum order, unavailable items and a checkout that asks for too much.
Start by measuring where customers leave. Then fix the biggest drop-off, not the most fashionable tactic.
| Cause | What the customer sees | Fix |
|---|---|---|
| Surprise fees | Delivery, service, small-order fee at checkout | Show all fees on the menu and cart |
| Minimum order | “Add $4 more” after building a basket | Show minimum early; suggest add-ons |
| Long delivery time | “55–70 minutes” at checkout | Show realistic time early; offer scheduled slots |
| Item unavailable | Removed at checkout | Real-time stock; suggest a substitute |
| Payment failure | Card declined or OTP loop | Retry, alternate gateway, saved methods |
| Forced account | Sign-up before ordering | Guest checkout or social login |
| Address friction | Map pin wrong or not found | Address search, landmark, saved addresses |
| Trust | No reviews, unclear refund policy | Reviews, guarantees, support contact |
| Distraction | Too many upsells or pop-ups | One relevant upsell; remove pop-ups |
| Price comparison | Total higher than expected | Value framing, combos, transparent pricing |
Measure the funnel
Track menu view → add to cart → checkout start → address entered → payment started → order placed. A drop between cart and checkout is usually fees or minimums. A drop at payment is usually method or trust. A drop after address is usually delivery time or coverage.
Show the total early
The most common complaint is a total that jumps at checkout. Show delivery fee, service fee, taxes and minimum order before the customer invests time in the basket. If the fee is unavoidable, explain what it covers. Hidden fees win the click and lose the order.
Make payment boring
Offer the methods customers actually use: cards, wallets, UPI, local bank transfer, cash on delivery. Save payment methods for repeat customers. If a payment fails, offer a retry and an alternate method without losing the basket. Test the OTP flow on a slow phone; many failures happen there.
Reduce address friction
Use address search with a map pin, allow a landmark and save addresses. If the pin is outside the zone, say so before checkout and offer the nearest covered area. A customer who cannot enter an address will not call support; they will leave.
Recover the abandoner
If the customer has opted in, send one reminder within an hour and one the next day. Include the basket, a clear total and a reason to return. Do not spam. If the abandonment was a payment failure, send a direct retry link, not a generic discount.
Test one fix at a time
- Instrument the funnel.
- Identify the largest drop-off.
- Form one hypothesis.
- Run an A/B test for two weeks.
- Measure completed orders and contribution, not clicks.
- Keep the fix only if it improves both.
See the payment gateway guide, the AOV tactics, or the software page.
Checkout mistakes
- Revealing delivery and service fees only at the last step.
- Forcing account creation before the order.
- Losing the basket when a payment fails.
Instrument the funnel and fix the largest drop-off first. A checkout test that improves clicks but not completed orders is not a win.