RESEARCH & PERSPECTIVES / AI & BRAND
When competitors are all using AI, how can a business build meaningful differentiation?
Build differentiation around the outcomes customers value, the company's actual capabilities, and evidence of its service delivery, without relying on the names of tools.

Find What Customers Value in Their Purchasing Criteria
When similar businesses use similar models and automation tools, “using AI” alone does little to explain why a customer should choose you. First, ask sales and service teams to compile three to five comparison criteria that recur during purchasing, such as how the business responds, industry understanding, delivery accountability, or ongoing service. For each criterion, record the customer’s exact words, the context, and the team’s interpretation separately, then check them against existing inquiries. Anything the team considers important but cannot support with customer statements should remain a hypothesis.
Suppose a customer asks, “Who do I contact if something goes wrong after the solution is delivered?” The team could review the consultation record to determine whether the concern is the contact channel, responsibility for handling issues, or the scope of ongoing service. Instead of immediately rewriting this as “customers need full-lifecycle enablement,” record the task, people involved, current practices, and obstacles at the time, so that subsequent positioning addresses the specific question.
This stage is complete when each candidate problem can be traced to a customer statement or business record, with known facts clearly separated from judgments that still need verification. You can first remove internal terminology and ask someone unfamiliar with the business to restate the problem, then have business staff check the meaning. If the records do not establish whether a criterion affects customer choice, continue checking real inquiries rather than presenting it as a need shared by the entire market.
Turn Differentiation Claims into Actions the Team Can Carry Out
From the candidate criteria, select two or three characteristics that the business can consistently deliver, customers actually value, and competitors would find difficult to copy. Go beyond adjectives such as “professional” or “efficient” and specify what customers can observe at each stage: how needs are clarified in the first conversation, how proposals explain trade-offs, and how issues are handled after delivery. Each claim should identify its owner, required resources, scope of application, and existing evidence.
Suppose the team wants to emphasize that it “understands customer needs better.” It could put this into practice by confirming the task, obstacles, and boundaries of responsibility during the first conversation, then explaining the reasons for trade-offs in the proposal. Whether to adopt this claim should depend on whether existing project records support these practices and whether the relevant staff can sustain them. If only certain individuals currently work this way, define the scope first to avoid presenting it as a company-wide commitment.
During selection, compare each claim with competitors’ public messaging to distinguish differences in wording from differences in behavior, without inferring that competitors lack a particular capability. When departments disagree, identify whether the dispute concerns facts, goals, or boundaries of responsibility, and have the responsible business owner confirm the decision. A claim is ready for external materials only when behavior, responsibility, and evidence align; unsupported elements should remain hypotheses to be verified.
Make Service Pages Answer Questions About Choice and Trust
Use the same customer questions gathered earlier to assess the service page. Ask people unfamiliar with the business to read it independently and explain whom the service suits, what it can solve, and what credible evidence the page provides. Tasks should reflect actual customer choices, such as judging whether the service applies to them, finding an explanation of responsibilities, or deciding whether to make contact. Record where participants pause, misunderstand, or ask follow-up questions, and do not explain the answers for them during the test.
Suppose the page says “ongoing service is provided,” but participants cannot determine whom to contact if a problem arises after delivery. Check whether the page explains the contact channel, responsibility for handling issues, and service scope. Revisions should add the business’s existing practices and limits rather than replace the phrase with stronger wording such as “comprehensive assurance.” If participants assume that every request is included in the service, clarify the applicable conditions as well.
Acceptance should depend on whether participants can accurately restate the intended customers, scope of problems addressed, and reasons for trust based on the page, and recognize when further consultation is needed. Record the device, page version, task conditions, and participants’ exact words. After revising, repeat the same tasks to check both the original misunderstandings and any new misleading impressions. Small-scale testing can help identify communication problems; it cannot establish that all customers accept the positioning or will choose the business.
Keep Brand Commitments Consistent with Everyday Delivery
Compile verified claims into a shared factual reference for the homepage, service pages, case studies, and sales introductions. Each channel may adjust the details, but service scope and explanations of responsibility should remain consistent. Assign a person to maintain the information, a business reviewer, and a content owner, and record sources, versions, and the next review date. Every quarter, review a sample of customer feedback, reasons for lost sales, and delivery records. When the business or its products change, check the related pages, materials, and service processes together.
Suppose the website accurately explains the service scope, yet sales staff still repeatedly need to correct customer expectations during consultations. Review the page the customer first saw alongside consultation records and delivery materials to determine whether the discrepancy arose from information across channels or training for delivery. You could also walk through one typical situation and one boundary case to confirm that the team knows when to continue, pause, add an explanation, or refer the matter to the responsible person. Do not judge the feasibility of a commitment solely from an ideal demonstration path.
Maintenance is complete when corrections have a factual basis, related materials have been updated, and frontline teams can consistently substantiate external claims. Where they cannot, narrow the claim or complete the supporting process. Assess effectiveness using customer feedback and actual delivery, rather than treating visits or clicks alone as proof of value. When citing external research or views from an exhibition, link to the specific original material and state that the analysis is the company’s own. Do not add unsupported remarks, customer conclusions, or industry data.
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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