Retail Customer Service in 2026: What Shoppers Expect In Store and Online

What is retail customer service?#

Retail customer service is the help a retailer gives shoppers before, during and after a purchase, across the store floor, the website and app, the phone and chat contact center, the pickup counter and the returns desk. It covers everything from an associate finding a size in the back room to an agent fixing a missed buy online, pick up in store (BOPIS) order to a return handled without an interrogation.

Key takeaways

• Shoppers judge retail customer service on how fast they get help, how much the associate knows, and how painless pickups and returns are, in every channel.
• U.S. retail satisfaction is climbing: the American Customer Satisfaction Index (ACSI) scored specialty retailers at 80 out of 100 in its 2026 study, and Nordstrom, Amazon and Chewy tied at 82 among online retailers.
• Returns are the most underinvested service moment. The National Retail Federation expected U.S. shoppers to send back $849.9 billion in merchandise in 2025, or 15.8% of sales.
• The core retail customer service skills for store associates are product knowledge, approachability, listening, problem ownership, composure and channel fluency.
• Multi-location retailers need to measure service store by store and pair each score with shopper conversations that explain why people stopped coming back.

This guide is written for store operations leaders, CX and customer service leaders, and district managers at multi-location retailers who have to raise service quality across dozens or hundreds of stores at once, plus the ecommerce teams that share those same shoppers.

Why retail customer service matters in 2026#

Retail customer service matters in 2026 because it is one of the few levers a retailer fully controls when prices, assortments and delivery speeds look alike across competitors. The scoreboard is moving. The ACSI 2026 Retail and Consumer Shipping Study put specialty retailers at 80, up 1% from 2025, and reported that Nordstrom rose 5% to 82 to tie Amazon and Chewy at the top of online retailers. When the leaders improve, the gap between a good store visit and a forgettable one widens for everyone else.

Shoppers have little patience for slow help. A 2026 connected-store survey covered by Chain Store Age found that 50% of consumers name long checkout lines as a top in-store frustration, and the survey's U.S. results showed 48% would leave a store if they waited too long for help. That walkout never shows up in a transaction log, which is why so many retailers underestimate it.

Bad experiences compound. Emplifi's 2025 Social Pulse report found that 70% of U.S. consumers will leave a brand after two bad experiences. In retail, those two moments often land in different channels: a missing item in a pickup order, then a long hold on the phone trying to fix it. If you want the bigger picture of how service fits inside the full shopper relationship, see Customer Experience vs Customer Service: What's the Difference?, and for the full vertical view, start with our retail and e-commerce industry page. Leaders building a business case for AI-assisted listening can also use The Retail Leader's Guide to AI Customer Experience, which includes an ROI worksheet and ready-to-run plays.

What shoppers expect in store vs. online#

Shoppers expect the same brand promise in store and online, but the specific things that make service feel good differ by channel. In store, speed of help and associate knowledge dominate. Online and in the app, accuracy, self-service and a contact center that already knows the order carry the weight. The table below maps the moments that matter.

The common thread is continuity: shoppers treat the store, the site, the app and the contact center as one company. A retailer that runs them as four separate operations creates the handoff failures that generate complaints. Our guide to Omnichannel Customer Experience: What It Takes in 2026 covers the operating model, and the omnichannel research template is a quick way to ask shoppers where the handoffs fail for them. For the stage-by-stage view of where those failures cluster, see The Retail Customer Journey: Stages, Touchpoints, and Where Shoppers Drop Off.

Retail customer service skills for store associates#

The retail customer service skills that matter most for store associates are product knowledge, approachability, active listening, problem ownership, composure under pressure and channel fluency. Each one shows up in a specific, observable behavior on the floor.

1. Product knowledge. The associate can explain the difference between two similar products, suggest an alternative when an item is out of stock, and check inventory at nearby stores. Shoppers often research before they visit, so an associate who knows less than the shopper loses credibility fast.
2. Approachability. The associate makes eye contact, acknowledges waiting shoppers and is easy to find. The connected-store survey above found 4 in 10 consumers are irritated when they cannot find a staff member when they need one.
3. Active listening. The associate asks one or two clarifying questions before recommending anything ("Is this for running or for everyday wear?"). Listening is how associates uncover the real job the shopper is trying to get done.
4. Problem ownership. The associate who hears the problem solves it or walks the shopper to the person who can. "That's not my department" is the phrase shoppers remember.
5. Composure under pressure. Holiday peaks, return lines and upset customers test patience. Associates who stay calm and name the next step de-escalate most conflicts before a manager is needed.
6. Channel fluency. The associate can look up an online order, process a BOPIS pickup, start a return for a web purchase and explain the app. Shoppers do not separate channels, so associates cannot either.
7. Clienteling. Higher-touch formats need associates who remember regulars, keep notes on preferences and follow up personally. This is the skill most tied to repeat visits (see Step 7 below).

None of these skills hold up if associates are burned out or under-supported. Engagement and service quality move together, which is why we wrote Retail Employee Engagement in 2026: What Store Associates Need. A store associate feedback interview gives associates a way to tell you which tools, policies and staffing gaps keep them from serving shoppers well.

Retail customer service examples from named brands#

The best retail customer service examples come from brands that turned one service behavior into a system: Nordstrom with associate judgment, Apple with appointment-based expertise, Costco with trust-based returns, and Chewy with a contact center that acts like a neighbor.

Nordstrom: associate judgment over rulebooks#

Nordstrom built its service reputation on letting associates decide. Its new-hire card famously boiled the employee handbook down to a single instruction, "Use good judgment in all situations," a culture examined in an organizational-behavior case study of Nordstrom. Nordstrom also handles returns case by case instead of with a rigid time limit. The result shows up in the data: Nordstrom gained 5% in the 2026 ACSI study to reach 82. The lesson is to give associates a clear goal and the authority to meet it, then coach judgment instead of policing rules.

Apple: expertise you can book#

Apple turned product help into a scheduled service. Shoppers book Genius support appointments, attend free Today at Apple sessions, and check out with an associate anywhere on the floor using a handheld device, which removes the checkout line entirely. The Apple Store rose 4% to 79 in the 2026 ACSI study. The lesson is to make expertise easy to reach and to take friction out of the payment step.

Costco: trust as a service policy#

Costco treats a generous return policy as part of the product. Most items carry a satisfaction guarantee with no fixed return window, while electronics such as TVs and computers have a 90-day window. That trust shows up in loyalty: Costco reported a 92.3% membership renewal rate in the U.S. and Canada and 89.8% worldwide for the fourth quarter of fiscal 2026, according to its September 2026 SEC filing, and scored 81 in the 2026 ACSI study. The lesson is that renewal and repeat-visit rates are service metrics, and a return policy is a service promise.

Chewy: a contact center that acts like a neighbor#

Chewy runs a 24/7 contact center whose agents are known for handwritten holiday cards, hand-painted pet portraits, and flowers sent to customers whose pets have died. Chewy tied Nordstrom and Amazon at 82 in the 2026 ACSI online retail ranking, even after a 4% dip. We broke down how the model works in Chewy's Customer Experience Playbook: What Retailers Can Learn From the Brand Customers Write Letters To. The lesson is to give agents time and permission to treat the customer as a person instead of a ticket.

How to improve customer service in retail: 8 steps#

To improve customer service in retail, define a short set of service standards, staff and equip associates to meet them, give associates authority to fix problems, close the handoffs between channels, and listen to shoppers store by store so you know which fix to make next. The eight steps below put that sequence into practice.

What you'll need before you start: current service scores by store (CSAT, NPS or mystery-shop results), staffing and traffic data by hour, your returns and pickup policies, and a way to hear shoppers explain their visit in their own words.

Step 1: Write three to five service standards shoppers would notice#

Service standards work when they describe a behavior a shopper can see, such as "every shopper who looks lost is greeted," "pickup orders are handed over within two minutes," or "every return gets a reason question and a thank-you." Keep the list short enough that every associate can recite it.

Common mistake: writing standards about attitude ("be friendly") that no one can observe or coach.

Step 2: Staff to traffic instead of to a fixed schedule#

Staffing to traffic means matching associate hours to the hours shoppers actually arrive. Since nearly half of shoppers will leave if help takes too long, the peak-hour gap is where service fails first. Our post on Retail Foot Traffic Analysis covers how to pair counts with conversion.

Common mistake: cutting floor hours during the busiest shopping windows to hit a labor target.

Step 3: Train product knowledge with the tools associates actually use#

Product knowledge training sticks when associates practice on the same handhelds and inventory lookups they use with shoppers. The same 2026 connected-store research found 79% of retailers admit associates have to leave the customer's side to use store systems, which turns a two-minute answer into a ten-minute wait.

Common mistake: one-time onboarding training with no refresher when assortments change.

Step 4: Give associates authority to fix problems on the spot#

Associate authority means a defined threshold, such as a price adjustment or a no-receipt exchange up to a set amount, that any associate can approve without calling a manager. Nordstrom's "good judgment" principle is the reference point.

Common mistake: empowering associates on paper while every exception still requires a manager override in the POS.

Step 5: Treat returns as a service moment#

Returns are a service moment because they are the last interaction before a shopper decides whether to buy again. The NRF's 2025 returns forecast put the online return rate at an estimated 19.3% and estimated that about 9% of all returns are fraudulent, so retailers need both a smooth process and a clear read on why items come back. A returns experience interview captures the reason in the shopper's own words, and Ecommerce Returns in 2026: How to Find Out Why Items Come Back shows how to turn those reasons into fixes.

Common mistake: tracking return rate without ever asking what the shopper expected that the product did not deliver.

Step 6: Close the BOPIS and cross-channel gaps#

Closing cross-channel gaps means making sure an order placed online is ready, accurate and easy to collect, and that a store associate can see and act on it. Assign a staffed pickup point, set a ready-time promise you can keep, and give associates access to online order history so they can solve problems without sending the shopper to call the contact center.

Common mistake: measuring BOPIS by orders fulfilled instead of by how long shoppers waited at the counter.

Step 7: Bring back personal follow-up#

Personal follow-up from an associate is one of the clearest drivers of repeat visits. In a February 2026 Censuswide poll of 1,000 U.S. consumers commissioned by a retail software company, more than 60% said they were likely to shop again after an associate personally reached out, and more than half had made an additional purchase because of one. Retail Dive's coverage adds that shoppers want that follow-up to come from the associate they met instead of from an automated campaign.

Common mistake: treating clienteling as a luxury-only practice when a short thank-you from a known associate works in most specialty formats.

Step 8: Listen to shoppers in their own words, every store, continuously#

Continuous listening means hearing from shoppers at every location on a regular cadence, in enough depth to explain the score. Star ratings tell you which store is slipping. A conversation tells you that the pickup counter moved, the new shift lead is short with customers, or the store stopped carrying a staple. Perspective AI runs AI-led customer interviews by text or voice that follow up on vague answers ("the service was fine") until the shopper explains what actually happened, then summarize the themes across hundreds of conversations. The in-store experience interview is a ready starting point, and the 90-day plan in the Retail Leader's Guide to AI Customer Experience lays out how to roll listening out across a store network.

Common mistake: running a long annual survey and calling it a listening program.

How to measure retail customer service store by store#

Measuring retail customer service store by store means tracking the same small set of metrics at every location, comparing stores to each other and to their own trend, and pairing every score with shopper explanations. Chain-wide averages hide the stores that are quietly losing regulars, so the store is the unit that matters.

Mystery shopping is useful for checking standards, and we compare the options in Best Mystery Shopping Software for Retail in 2026. For a broader look at which numbers to trust, see Customer Service Metrics: 12 KPIs That Matter and What They Miss.

How to hear why shoppers stop coming back#

Retailers hear why shoppers stop coming back by asking lapsed shoppers directly, in a format that lets them explain instead of picking from a list. A loyalty member who used to visit weekly and has not been in for two months rarely fills out a survey, but many will answer a short conversation that starts with their own history. The lapsed shopper win-back interview asks what changed, where they shop now and what would bring them back.

Perspective AI fits this job in a few practical ways. You can share an interview as a link in a post-purchase or win-back email, put it behind a QR code on receipts or at each register, embed it on your site as a popup (exit-intent triggers work on desktop), or place outbound AI phone-call interviews to lapsed loyalty members. The AI interviewer asks which store the shopper visited, works in many languages and can switch mid-conversation, and Magic Summary rolls the answers into themes, with quote extraction that gives district managers the shopper's exact words. Our post on Retail Customer Experience Surveys: How Multi-Location Retailers Hear Every Store covers how to set that up across a large network.

A weekly store-by-store review cadence#

A weekly review keeps store measurement useful. Each district manager looks at three things per store: the trend in CSAT or NPS, the top two themes from shopper conversations, and one quote that captures the biggest problem. The store manager owns one fix per week and reports back on whether the theme shrinks. This rhythm works in other multi-site service businesses too, as our companion posts on Hotel Customer Service in 2026 and Restaurant Customer Service in 2026 show.

Common mistakes when measuring service by store#

The most common measurement mistakes are comparing stores without adjusting for format, and collecting scores no one acts on.

• Ranking stores on raw scores. A flagship and a rural outlet serve different shoppers. Compare each store to its own trend and to stores of the same format.
• Too few responses per store. Low-volume stores swing wildly on a handful of ratings. Pool a rolling 90 days before drawing conclusions.
• Scores without reasons. A falling CSAT with no explanation sends managers guessing. Every metric needs a source of shopper explanations next to it.
• Online and store data in separate dashboards. A shopper who had a bad pickup and then called support is one story, and it should be read as one. The ecommerce side of the picture is covered in Best Exit-Intent Survey Tools for Ecommerce in 2026.

Frequently Asked Questions#

What are the most important retail customer service skills?#

The most important retail customer service skills are product knowledge, approachability, active listening, problem ownership, composure under pressure and channel fluency. Product knowledge builds credibility with shoppers who research before they visit. Channel fluency matters more each year because associates now handle online orders, pickups and returns for web purchases, so they need to look up an order and solve a problem without sending the shopper elsewhere.

How can a retail store improve customer service quickly?#

A retail store can improve customer service quickly by staffing the floor to peak traffic, giving associates authority to resolve common problems without a manager, and fixing the pickup and returns counters first. These moments carry the most friction and the most walkouts. Then start asking shoppers about their visit in their own words so the next fix is based on evidence instead of guesswork.

What is a good customer satisfaction score for a retailer?#

A good customer satisfaction score for a retailer on the ACSI's 0–100 scale is 80 or above, which matches the 2026 average for specialty retailers. Top performers such as Nordstrom, Amazon and Chewy reached 82 among online retailers. Internal CSAT scales differ by vendor and question wording, so compare each store against its own trend and against stores of the same format.

How is retail customer service different from retail customer experience?#

Retail customer service is the help shoppers receive when they need assistance, while retail customer experience is the sum of every interaction with the brand, including store design, assortment, pricing and marketing. Service is the most human part of the experience. It is often where shoppers decide whether a brand cares about them, especially during returns, problems and pickups.

How do you measure customer service across multiple store locations?#

You measure customer service across multiple store locations by tracking the same metrics at every store, such as CSAT by store, effort at returns and pickup, and lapsed-shopper rate, then pairing each score with shopper conversations that explain it. Compare stores to their own trend and to similar formats, and review the top themes and quotes with district managers weekly.

What are examples of good retail customer service?#

Good retail customer service examples include Nordstrom trusting associates to "use good judgment in all situations," Apple's bookable Genius support and checkout anywhere on the floor, Costco's generous return policy, and Chewy's 24/7 contact center known for handwritten cards and pet portraits. Each brand turned one service behavior into a repeatable system that every employee understands.

Conclusion: Retail Customer Service Shoppers Come Back For#

Retail customer service in 2026 comes down to fast help, knowledgeable associates, painless pickups and returns, and one consistent brand across the store, the app and the contact center. The leaders in the ACSI rankings, from Nordstrom to Costco to Chewy, each built a system around one service behavior and trusted their people to deliver it. The eight-step playbook above gives you the same structure: clear standards, staffing to traffic, empowered associates, smooth returns, personal follow-up and continuous listening.

The step most retailers skip is hearing shoppers explain, store by store, why a visit went well or why they stopped coming back. Perspective AI's AI interviewer runs those conversations at the scale of a whole store network and hands district managers the themes and quotes they need to act. Built for CX teams and operations teams that run multi-location programs, it takes minutes to launch your first shopper interview. For a complete rollout plan, download The Retail Leader's Guide to AI Customer Experience, and pair it with How to Improve Customer Experience in Retail Stores: 9 Fixes Shoppers Actually Notice for the next round of improvements.