WISMO and Returns at Scale: Automating Retail’s Top Calls

WISMO and Returns at Scale: Automating Retail’s Top Calls

WISMO (where is my order) is any customer contact asking about an order’s status, location, or delivery date. Together with its returns twin, WISMR (where is my return or refund), it makes up the most repetitive work in a retail contact center. Both can be automated: shoppers check order status or start a return by voice and on screen, without waiting for an agent.

Key takeaways

  • WISMO and WISMR calls are high-volume, low-judgment, and peak back to back around the holidays.
  • Calculate your own WISMO rate and cost per call. The industry percentages that circulate rarely have a primary source.
  • Self-service answers order status and completes returns, label included, in a single voice-and-visual session.
  • Proactive shipping and refund updates stop a share of calls before they’re made.

Why do customers ask “where is my order?”

Because something between checkout and the doorstep went quiet or went wrong. The order confirmation arrives, then nothing. A carrier handoff stalls the tracking page. A delivery date slips without notice. A split shipment shows up half complete. Each gap turns into a call.

Late deliveries are the biggest driver, and they’re common. Narvar’s 2025 State of Post-Purchase Report, which surveyed 3,461 U.S. online shoppers, found that 74% had experienced a late delivery in the past year (Narvar, “New Narvar Report Finds Two-Thirds of Online Shoppers Feel Anxious After They Click ‘Buy'”, November 6, 2025). The same research found 38% say frequent tracking updates reduce their anxiety after buying. Silence is what makes people pick up the phone.

Why do WISMO and returns calls swamp retail contact centers?

They arrive in waves. WISMO peaks while parcels are in transit and carriers fall behind. Returns peak a few weeks later, once the holidays are over. Every one of those calls is a lookup a system could answer on its own, yet an agent still has to verify the caller, find the order, and read the status aloud.

The returns wave is large. According to the National Retail Federation and Happy Returns, retailers expected 15.8% of 2025 sales to come back, $849.9 billion in total, including an estimated 19.3% of online sales and 17% of holiday sales. To cope, 43% of retailers planned to hire seasonal staff just to handle returns (NRF, “Consumers Expected to Return Nearly $850 Billion in Merchandise in 2025”, October 15, 2025). That’s the staffing model automation is meant to replace.

WISMO vs. WISMR: what’s the difference?

WISMO covers the outbound journey: where an order is and when it will arrive. WISMR covers the way back: whether a return was received and when the refund will land. They come from the same cause, a status the shopper can’t see, and they’re fixed the same way.

WISMOWISMR
Stands forWhere is my orderWhere is my return or refund
When it peaksWhile orders are in transit, especially in holiday shipping weeksWeeks after the holidays, as returns are processed
Typical question“When will my package arrive?”“Did you get my return? When do I get my money back?”
Data needed to answerOrder and carrier tracking statusReturn receipt and refund status
How to prevent itProactive shipping and delay updatesReturn-received and refund-issued updates

How do you calculate your WISMO rate?

There are two ways to measure it, and they answer different questions.

WISMO share of contacts = (order-status contacts ÷ total contacts) × 100. This shows how much of your contact center’s workload WISMO takes up.

WISMO rate per order = (order-status contacts ÷ orders shipped) × 100. This shows how often an order turns into a question, which tells you whether delivery communication is working.

Pull one month of contact reasons from your IVR and ticketing system and count order-status contacts across phone, chat, and email. Decide up front whether a shopper who calls and then emails about the same order counts once or twice, and keep that rule every month. For WISMR, divide return and refund status contacts by returns started in the same period, not by orders. Track both weekly through peak season, because that’s when they move.

Don’t rely on industry averages. Published figures for WISMO’s share of contacts range from 20% to 60%, and most come from vendor blog posts that don’t explain how they were measured. Your own numbers are more useful. Measure them the same way every month, and they become your “before” picture: after you launch self-service, they show how many order-status calls automation is handling without an agent.

What does a WISMO call cost?

Multiply your order-status call volume by average handle time and by your fully loaded cost per agent minute. That gives you a monthly figure you can defend in a budget meeting.

WISMO cost = order-status calls × average handle time (minutes) × loaded cost per agent minute

As a worked example with illustrative numbers: 20,000 order-status calls a month, at 4 minutes each and $1.00 per loaded agent minute, comes to $80,000 a month before peak-season hiring. Run the same math for return-status calls. Put your own numbers into the formula; the example is only there to show the arithmetic.

How to reduce WISMO and WISMR calls

Prevent the calls you can, then automate the ones that still come in. These six steps cover both, in the order most retail contact centers should tackle them.

  1. Show an accurate delivery date at checkout. A realistic estimate sets the expectation the rest of the journey has to meet. An optimistic one guarantees calls when it slips.
  2. Send proactive updates before the shopper asks. Intelligent Outreach sends shipped, delayed, out-for-delivery, return-received, and refund-issued messages automatically across voice, text, and email. It’s built to deliver a 3x improvement in outbound response rates and a 60% reduction in manual outreach effort, which matters most on the days a carrier delay hits thousands of orders at once.
  3. Answer order status by voice and on screen. When a shopper calls, AI Self-Service recognizes the intent (“where’s my order”) and sends a Visual IVR session to their phone. They confirm their account or order number, the status is pulled from the order system, and it appears on screen. Deployments built this way routinely clear 75%+ inbound containment with a 40% reduction in cost-to-serve.
  4. Automate returns from start to refund. A guided smart form starts the return, the retailer’s records update automatically, and a shipping label is generated in the same session. Every return begins from a verified order lookup instead of a caller’s description, which keeps data clean for teams already watching return fraud (NRF found 9% of 2025 returns were fraudulent). Because the session is visual, a retailer can also show alternative products and give the shopper a reason to exchange instead of taking a refund.
  5. Hand off with context when a person is needed. A damaged item, a disputed refund, or a lost parcel still deserves a human. Agent Assistant gives the live agent what the shopper already entered, plus image uploads for damage claims and secure payments, so nobody repeats themselves.
  6. Measure where shoppers get stuck. Track every step of the self-service flow and add built-in surveys, then recalculate your WISMO and WISMR rates monthly. The steps where shoppers drop out tell you what to fix next.

Agent-handled vs. automated: WISMO and returns side by side

TaskAgent-handledAutomated self-service
Checking order statusWait in queue, verify identity, agent reads status aloudStatus on screen in the same call, no queue
Starting a returnAgent fills in the request and emails a label laterSmart form, records updated, label generated in session
Holiday peakSeasonal hires and overtimeSame flows handle the spike in parallel
Exchange vs. refundDepends on the agent remembering to offer oneAlternative products shown after every return request
Knowing where shoppers get stuckAnecdotes from team leadsAnalytics on every step, plus built-in surveys

What else can retail self-service automate?

The same order-data lookup that answers WISMO handles other routine post-purchase requests. Zappix’s retail customer service automation also covers loyalty programs (points, offers, rewards), account management (payment methods, favorites, lists), a geolocation store locator, and QR-code product registration with details already filled in. Start with WISMO and returns, since they carry the volume, and add the rest once containment is proven.

Frequently asked questions

What does WISMO stand for?

WISMO stands for “where is my order.” It covers any contact where a shopper asks about an order’s status, location, or delivery date after checkout. It’s usually the most repetitive contact type a retailer handles, which makes it the first one to automate.

What is the difference between WISMO and WISMR?

WISMO is about an order on its way to the customer. WISMR, “where is my return” or “where is my refund,” is about a return on its way back and the refund that follows. Both come from a status the shopper can’t see, and both are reduced with proactive updates and self-service lookup.

What percentage of contact center calls are WISMO?

There’s no reliable industry-wide figure. Commonly quoted ranges of 20% to 60% mostly trace back to vendor blogs without published methodology. To find your own share, divide order-status contacts by total contacts in the same period and multiply by 100.

How much does a WISMO call cost?

It depends on your handle time and labor costs. Multiply order-status calls by average handle time in minutes and by your fully loaded cost per agent minute. For example, 20,000 calls at 4 minutes and $1.00 per minute comes to $80,000 a month.

Can AI agents handle WISMO calls?

Yes. The caller states what they need by voice, receives a visual session on their phone, confirms their order details, and sees the status pulled from the order system. A live agent only joins if something is wrong with the order, and receives the details the shopper already entered.

Can automated self-service handle holiday peak volume?

Yes. Automated sessions don’t queue the way a staffed contact center does, so thousands of shoppers asking the same question get answered in parallel. That reduces the need for seasonal hiring and keeps live agents available for exceptions.

Sources: Narvar, “New Narvar Report Finds Two-Thirds of Online Shoppers Feel Anxious After They Click ‘Buy'” (2025 State of Post-Purchase Report, November 6, 2025): https://corp.narvar.com/press/new-narvar-report-finds,, National Retail Federation, “Consumers Expected to Return Nearly $850 Billion in Merchandise in 2025” (2025 Retail Returns Landscape, with Happy Returns, October 15, 2025): https://nrf.com/media-center/press-releases/consumers-expected-to-return-nearly-850-billion-in-merchandise-in-2025