Online retail runs on thin margins and repeated work. Baymard Institute's average across 50 studies puts cart abandonment at 70.22%. On the other end of the order, the US National Retail Federation forecast $849.9 billion in returns for 2025, 15.8% of sales, with 19.3% of online sales expected to come back.
Between the cart and the return sit order updates, stock across channels and a support inbox that asks the same questions all day. Here is what to automate.
1. Order status and delivery updates
"Where is my order?" is one of the most common support questions in e-commerce. Proactive updates at dispatch, out for delivery and delivered, with the tracking link and an expected date, answer it before it is asked. A support assistant that looks up the order by email or order number handles the rest.
2. Returns and refunds
A self-service returns flow checks eligibility against your policy, issues the label, updates stock when the item arrives and triggers the refund. The NRF found 82% of consumers call free returns a major consideration when buying, and retailers estimate 9% of all returns are fraudulent, so rules for what is accepted matter as much as speed.
3. Stock sync across channels
Selling on your own store plus Amazon, Noon, Flipkart or eBay means stock has to be right everywhere. Automated sync, with alerts for low stock and items that sell on one channel but not another, prevents overselling. Our inventory accuracy article covers how to measure whether your counts are right in the first place.
4. Abandoned carts, fixed at the source
Recovery emails help, but Baymard's data says the biggest fixable reasons are extra costs shown late (40%), slow delivery (20%) and forced account creation (18%). Fix those first, then automate a short reminder for shoppers who have agreed to marketing.
5. Support triage
Classify incoming messages, answer routine ones from order data and your policies, and route the rest to a person with the customer's order history attached.
Example (illustrative). A fashion brand selling in India and the UAE gets WhatsApp and email questions. Order-status and return requests are answered automatically with the live tracking and a returns link. Sizing questions get the size guide. Anything about a damaged item goes to a person with photos and the order already attached.
Platforms and couriers
- Shopify: Shopify Flow is included on the Basic, Grow, Advanced and Plus plans; sending HTTP requests to other systems needs Grow or higher.
- India: shipping aggregators such as Shiprocket connect couriers to Shopify, WooCommerce and Amazon.
- UAE: Amazon.ae offers FBA, Easy Ship and Self-Ship, and Noon offers Fulfilled by Noon with its own fee schedule.
Custom automation earns its place when orders, stock and support span several of these systems at once.
The rules by market
- European Union: consumers can withdraw within 14 days of delivery without giving a reason, with exceptions such as perishable or personalised goods. Marketing email needs prior consent, with an exception for existing customers buying similar products if they can opt out easily.
- United Kingdom: the 14-day cancellation period runs from delivery, is extended by up to 12 months if you fail to give cancellation information, and refunds are due within 14 days of receiving the goods back. Marketing email to individuals needs consent or the soft opt-in.
- United States: under the FTC's Mail, Internet or Telephone Order Merchandise Rule you need a reasonable basis for any shipping time you state, or must ship within 30 days, and must offer the option to cancel if there is a delay.
- India: the Consumer Protection (E-Commerce) Rules 2020 require grievances to be acknowledged within 48 hours, a grievance officer, and clear return, refund and delivery terms.
Automated messages about returns and delays should be built around these clocks.
How we approach it
We take a month of support tickets and orders, count the repeat questions and manual steps, and automate the top few across the platforms you already sell on.
Sources: Baymard Institute cart abandonment (September 2025); NRF and Happy Returns returns reports (December 2024, October 2025); Shopify Help Center on Flow; Shiprocket; Quiqup on Amazon.ae fulfilment (June 2026); noon partner help centre; Your Europe on returns (April 2026); UK Consumer Contracts Regulations 2013 regs 30, 31 and 34; ePrivacy Directive 2002/58/EC Art 13; ICO guidance on PECR; FTC business guide to the Mail, Internet or Telephone Order Merchandise Rule; Mondaq on India's E-Commerce Rules 2020. Checked 6 October 2026.