RESEARCH & PERSPECTIVES / AI & BRAND
How can companies build a competitive advantage through service experience?
Identify friction points in the customer journey, improve key service behaviors, and use evidence from delivery to verify what sets the service apart.

Start with the customer's problem
When products are similar, customers may judge suppliers through consultation, implementation, communication, and problem resolution. Start by reviewing service records and customer feedback, grouping issues such as waiting, repeated information requests, unclear responsibilities, difficulty communicating changes, and difficulty getting after-sales help. Each entry should identify a specific task, the customer's own words, and the source. Treat an issue as friction requiring a systematic response only after confirming that it recurs across records, rather than presenting an isolated incident as a general conclusion.
Suppose a customer submits requirements during consultation but is asked to explain them again after the project starts. The team could compare the two communication records to determine whether information was not passed on, the person taking over could not understand it, or the requirements actually changed. If the problem concerns handover, the incoming team member could first confirm the information already available and then ask the customer to fill in gaps. If the requirements changed, clarify which details need to be confirmed again.
This stage is complete when the team can explain who encountered what obstacle during which task and locate the supporting records. Remove internal terminology from the description first, ask someone outside the work to restate the problem, and then have business staff verify it. Judgments based only on impressions, without supporting records, should be marked as hypotheses for later review and should not be used directly to promote service differences.
Turn key moments into service commitments the team can deliver
Among the verified sources of friction, prioritize moments that affect customer choice or use and that the team has the capacity to improve. Describe the intended experience through behavior customers can observe, such as confirming responsibilities, deliverables, and risks at kickoff, or recording requests and explaining their implications when changes arise. Each commitment should identify an owner, required resources, scope, and a way to handle exceptions. Avoid relying on phrases such as “prompt responses” or “a worry-free experience throughout.”
Suppose project changes are frequently difficult to communicate. The team could designate someone to consolidate change requests, explain the affected deliverables, outstanding questions, and implications to the customer, and then obtain confirmation from the relevant owner. Customers should be able to tell which version currently applies, what remains undecided, and who will handle the next step. If existing resources cannot support a service requirement, adjust the scope or state the limits before deciding whether to make an external commitment.
Use a service blueprint to connect customer actions, customer-facing interactions, and behind-the-scenes support, checking that someone is responsible for fulfilling each commitment. When departments disagree, distinguish whether the disagreement concerns facts, goals, or responsibility boundaries, and have the business owner responsible confirm the decision. The framework is ready for implementation when observable customer-facing behavior maps to internal responsibilities and no critical step remains unassigned.
Use real tasks to check whether customers can understand and act
Service descriptions need to be checked in the context of actual tasks. Invite customers or frontline employees to walk through processes such as making an inquiry, choosing a service, contacting staff, and requesting a change, while checking whether page descriptions match actual delivery conditions. Participants should complete tasks independently. The facilitator should observe where they pause, misunderstand, or ask follow-up questions, without supplying explanations that the page or process should provide.
Suppose a page describes the service scope, but some readers still cannot determine whether their needs fit. Ask participants to read it, choose a next step, and explain their reasoning. If they repeatedly ask about the same limitation, check whether it is clearly stated, easy to find, and supported by a contact option that can address their questions. After revising the page, repeat the same task to see whether the original misunderstanding persists and whether the new wording introduces other misleading impressions.
Record task conditions, devices, page versions, and participants' exact words so that the team can identify where a problem occurs. Small walkthroughs are useful for finding specific obstacles but cannot represent all customers. Acceptance conditions for a change should match the original problem—for example, participants can find the service scope and explain the next step. If they still need the facilitator's explanation, continue revising the relevant wording or process.
Use delivery records to maintain service differentiation
Review repeated communication, complaint reasons, service completion, and customer feedback together, interpreting changes in their business context. Also record which alternatives customers chose when they did not adopt a recommendation, and whether their decision involved cost, learning time, purchasing authority, or on-site conditions. Use these records to decide whether to adjust the messaging, service configuration, or product itself. Visits, clicks, or a single service metric alone cannot establish that a competitive advantage has been created.
Suppose a website clearly explains the delivery scope, yet sales staff still need to correct customer expectations during consultations. Compare the page the customer first saw, subsequent consultation records, and delivery materials to check information across channels and delivery training. If customers cannot even determine whether the service addresses their own problem, revisit the usage scenario. For every correction, retain the reasoning, the changes made, and the results of subsequent checks to establish whether the original difficulty was resolved.
Only verified practices that the team can still deliver are suitable for use in brand content and sales tools. Assign a materials maintainer, a business reviewer, and a content owner, and record versions and the next review date. When the business changes, check the website, sales materials, presentations, and service processes together. When citing research or views from an exhibition, link to the specific original material and state that the article is the company's independent analysis. Do not add statements, customer conclusions, or industry data without direct supporting evidence.
Discussion Background and Scope
CES · AI & Creativity: Navigating the New Frontier in Advertising · 2025-01-09. Official page date: 2025-01-09. The source discusses ai, marketing creativity and human involvement. It is background reading, not evidence for each practical recommendation in this article. The recommendations are Qingmei Future’s independent analysis.
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