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Customer CS Response Patterns and Content Response Strategies by Industry in Online Shopping Malls

23-01-2026

Many companies view customer service solely as an operational or personnel issue. However, analyzing recurring customer inquiries reveals that a significant number stem not from customer issues but from poor content design. Furthermore, customer concerns, confusion, and the information they seek differ significantly across industries. Customer service operations that ignore these differences increase costs and lead to customer turnover.


CS is not about "reactive" but "preemptive design."

The questions customers ask through customer service are already predictable. Repeated inquiries are signals that should be incorporated into content. By understanding customer service patterns across industries, most inquiries can be eliminated before the customer service center.

 

① Industries with a high level of legal regulation

Characteristics: Repeated inquiries focused on relieving anxiety and confirming responsibility.

IndustryTypes of recurring CS inquiriesCustomer's actual intentionEffective response content
cosmeticsSkin trouble, ingredient inquirySafety confirmationIngredient Description Content, Skin Type Guide
Health functional foodsEffectiveness, dosageVerification of exaggerationFAQ, Functionality Basis Summary
Food/Meal KitsExpiration date, storage methodSafety and freshness checkStorage Guide, Shipping Information
Sports equipment and devicesPain and effects during useCheck for misuseUser Guide, Precautions Content

The essence of the customer service pattern: In this industry, customer service is less about complaining and more about ascertaining responsibility. Rather than trying to resolve the issue, customers are checking to see if the brand has adequately explained the situation.

Content Strategy Points

  • Structuring CS responses into FAQ and guide content
  • If the same question is repeated more than 3 times, it will be considered content creation.
  • Maintain consistency in the wording of CS responses and detailed page text.

 

② Industries with low or relatively free legal regulations

Feature: Many inquiries due to mismatch in selection, comparison, and expectations.

IndustryTypes of recurring CS inquiriesCustomer's actual intentionEffective response content
Fashion/ClothingSize exchange, fit inquiryThe gap between expectations and realityFitting Guide, Examples by Body Type
Furniture and InteriorInstallation and delivery scheduleCheck the context of useInstallation Guide, Space Guide
Electronic devices/ITSettings, CompatibilityAvailabilityInitial setup guide, comparison content
Luxury/PremiumAuthenticity, ASTrust verificationProduct Authentication Guide, Brand Policy

The essence of the CS pattern: In this industry, CS stems from a failure to manage expectations rather than anxiety. Customers say, "I thought differently," rather than "I didn't know."

Content Strategy Points

  • Designing content to adjust expectations before CS
  • Eliminate the possibility of misunderstanding on the first screen of the details page
  • Strengthening content centered on use cases and scenarios

 

Design principles for response content by CS type

Regardless of industry, customer service inquiries can be categorized into three types.

  1. Inquiries with insufficient information → Strengthening explanatory content (FAQ, guides)
  2. Inquiries that do not meet expectations → Supplement with images, cases, and comparison content
  3. Inquiries about policy misunderstanding → Visualization of delivery, exchange, and refund policies

A lot of CS doesn't mean that customers are picky, it's a sign that things haven't been explained to them in advance.

 

Where to Place Customer Service Response Content

Effective content doesn't just exist on CS pages.

  • Search content: Removing anxiety before CS occurs
  • Detail Page: Blocking Expectation Mismatches
  • Order Completion Page: Review Policies and Procedures
  • Email/Notification: Delivery and usage guide provided

CS content is most effective when distributed throughout the customer journey.

 

Insight Summary

The customer service patterns across industries are no coincidence. Repeated inquiries are not a customer problem, but a content issue. To reduce customer service, rather than increasing the number of service staff, you should prioritize the most frequently asked questions by industry and incorporate them into your content. Ultimately, a good customer service strategy isn't about providing quick answers, but about creating a customer-centric information structure that eliminates the need for questions.