Customer service statistics 2026: 30 figures every store owner should know

There is no shortage of customer service statistics, and most of them have no origin. “89 percent of customers switch after a bad experience” appears on a hundred pages, and none of them says who asked whom, and when. That is fine for a slide deck. It is not fine for deciding whether to hire a second person for support or to bring your response time down first.

This article collects 30 customer service figures that can be documented, with source, year and link. The sources are the big industry reports (Zendesk, Salesforce, HubSpot, PwC) and, for Germany, Bitkom and bevh. For each figure, one sentence on what it means for a small or mid-sized Shopify store.

A note on reading them: most of these reports come from software vendors with an interest in expectations looking high and AI figures looking impressive. The numbers are still the best available, because the samples are large. Read them as a direction, not as a decimal point.

What a bad experience costs

• According to Zendesk CX Trends (2025), a survey of around 5,100 consumers in 22 countries, 63 percent of customers are willing to switch to a competitor because of a single bad experience, up 9 percent on the previous year.
• According to PwC (2018), a survey of 15,000 consumers in 12 countries, 32 percent of all customers would stop doing business with a brand they loved after one bad experience.
• According to Salesforce State of the Connected Customer (2024), a survey of 15,015 consumers in 18 countries, 43 percent name poor customer service as a reason they stopped buying from a brand in the last year, the second most common reason overall.
• According to Salesforce State of Service (2024), 88 percent of customers say good customer service makes them more likely to purchase again.
• According to PwC (2018), 73 percent of all respondents point to customer experience as an important factor in their purchasing decisions, and great experiences justify a price premium of up to 16 percent.
• According to Salesforce (2025), a survey of 6,500 service professionals, 82 percent of service professionals agree that customer expectations are higher than they used to be.

What this means for you: a store with 1,000 orders a month that answers 100 support requests badly does not lose 100 tickets according to these numbers, but a double-digit share of the customers behind them. The return costs postage once, the lost customer costs every future order. More in churn figures for e-commerce.

How fast customers expect a reply

• According to Salesforce State of Service (2024), 77 percent of customers expect to interact with someone immediately when they contact a company.
• According to HubSpot State of Service (2024), a survey of 1,537 service leaders, 82 percent of customers expect immediate problem resolution, and 67 percent expect resolution within three hours.
• According to Zendesk CX Trends (2026), 88 percent of customers expect faster response times than they did just a year ago, and 74 percent now expect customer service to be available 24/7 because of AI.
• According to SuperOffice (2023), a test of 1,000 companies, the average response time to a customer service request is 12 hours and 10 minutes, and 62 percent of companies do not respond to customer service emails at all.
• According to Sprout Social (2025), 73 percent of consumers expect a response on social media within 24 hours, and just as many will buy from a competitor if a brand does not respond.

What this means for you: the gap between “immediately” (expectation) and “twelve hours” (reality) is your opportunity. If you reply within an hour, you are better than almost everyone. The benchmarks per channel are in response time benchmarks 2026.

Self-service and channels

• According to Salesforce State of Service (2024), 61 percent of customers would rather use self-service for simple issues.
• According to HubSpot State of Service (2024), 78 percent of service leaders say customers prefer to solve issues independently, and 78 percent of customers expect more personalisation than ever before.
• According to Salesforce State of Service (2024), 79 percent of customers expect consistency across departments, but 56 percent often have to repeat information to different representatives.
• According to Zendesk CX Trends (2026), 74 percent of customers find it frustrating to have to tell their story over and over to different agents.

What this means for you: for a store, self-service does not mean “an FAQ page” but a tracking page that explains the status and a returns portal that works without an email. And “not having to repeat yourself” means whoever replies must already know the order before replying. How to sort your inbox for that is covered in tidying up your support inbox.

AI in customer service: what customers accept, what companies plan

• According to Salesforce State of Service (2025), a survey of 6,500 service professionals in 39 countries, AI handles 30 percent of service cases today, and that is expected to reach 50 percent by 2027.
• According to Zendesk CX Trends (2025), 75 percent of CX leaders expect 80 percent of customer interactions to be resolved without human intervention in the next few years.
• According to Zendesk CX Trends (2025), 67 percent of consumers are ready to delegate tasks like tracking orders to AI, and 64 percent are more likely to trust AI agents that come across as friendly and empathetic.
• According to Salesforce State of the Connected Customer (2024), 72 percent of customers say it is important to know whether they are communicating with an AI. Only 42 percent trust businesses to use AI ethically, down from 58 percent in 2023.
• According to Zendesk CX Trends (2026), 95 percent of consumers expect an explanation for decisions made by AI, but only 37 percent of companies currently offer any reasoning.
• According to HubSpot State of Service (2024), 92 percent of service leaders say AI has improved their customer service response times.
• According to Salesforce State of Service (2025), reps using AI spend 20 percent less time on routine cases, an estimated four hours per week.

What this means for you: customers are open to AI for exactly the tasks that fill your inbox: tracking status, order changes, return questions. But they want to know it is AI, and they want a reason. An agent that writes “Your parcel was scanned at the sorting centre yesterday at 2:12 pm” satisfies both. A bot that writes “Your request has been processed” satisfies neither. What really works in 2026 is covered in AI in customer service.

Germany: humans beat chatbots

• According to Bitkom (2025), a survey of 978 online shoppers, 62 percent would prefer to turn to a quickly reachable human contact when they have a problem, while 36 percent want automated help.
• According to Bitkom (2025), 52 percent want an email service, 40 percent a callback, 28 percent an FAQ, 7 percent video chat.
• According to Bitkom (2025), 86 percent of those who had contact with a human are satisfied with the service, 77 percent for email service, 50 percent for chatbots.
• According to Bitkom (2026), a survey of 604 companies with 20 or more employees, 36 percent of companies use AI, almost twice as many as in 2024. Of those, 88 percent use AI in customer contact, the most common area of use.
• According to bevh (2026), customer satisfaction in German e-commerce stands at 96.2 percent, but only 6.3 percent of online customers would do their shopping entirely with an AI.

What this means for you: the German customer is satisfied with online retail, sceptical of chatbots, and wants to write emails. The 50 percent satisfaction with chatbots is not a verdict on AI but on the bots customers have experienced so far: menus, canned text, no idea about the order. The 86 percent for humans comes from the human looking up the order. That is the benchmark for any automation.

The team behind the inbox

• According to Salesforce State of Service (2024), more than half of service agents have experienced burnout at work, and 69 percent of service decision makers say agent attrition is a major or moderate challenge.
• According to Salesforce (2025), 12 percent of service employees left their company over the past year, and reps spend only 46 percent of their time with customers, the rest goes to administration.
• According to Zendesk CX Trends (2025), 73 percent of agents believe that an AI copilot would help them do their job better.

What this means for you: in a small store, “the team” is often one person, sometimes you. The figures on burnout and administration apply there all the more: whoever answers 100 identical delivery questions a month by hand has less time and patience for the ten cases that really need a human.

This is how it works at Humane: the agent reads every incoming email, categorises it, pulls order and shipment data from Shopify and the carrier, and writes a draft reply in your brand’s tone. You decide per category whether replies go out automatically or wait for approval. Unclear cases and angry customers always land with you as a draft. That is the split the figures above suggest: routine to the machine, judgement to the human.

In short

• One bad experience is enough for 32 to 63 percent of customers to switch; good service makes 88 percent more likely to buy again.
• Customers expect immediate replies, companies take more than twelve hours on average, and 62 percent never reply.
• Self-service is wanted, but only if it knows the order; 56 percent currently have to explain their issue more than once.
• AI handles 30 percent of service cases today and is expected to handle 50 percent by 2027; customers accept that for routine tasks but want transparency and reasons.
• In Germany, 62 percent want a quickly reachable human, 52 percent want to write emails, and chatbots convince only half.
• If you automate routine and leave judgement to humans, you serve both expectations at once.

What these figures mean in euros per ticket is covered in what a support ticket costs. The overall structure of good support is in the guide to customer service for online stores.

If you want to know how many of your tickets are routine: try it free for 14 days, no credit card, the first week is a training week.