RESEARCH & PERSPECTIVES / AI & BRAND
How can businesses test their brand positioning against real customer problems?
Turn positioning into testable problem statements, then validate them through interviews, behavioral tasks, and delivery records.

Start with customer problems
First gather sales inquiries, customer service records, project reviews, and authorized interviews. Remove sensitive information, then group the material by specific task. For each record, retain the context, roles involved, the customer’s own words, current alternatives, and source. Record only the available indications of frequency; do not turn something the team hears repeatedly into a claim of widespread demand.
For example, suppose customers asking about website services repeatedly ask, “What will sales still need to explain?” Trace a recent inquiry first: which page the customer viewed, what remained unclear, and how they eventually obtained an answer. Do not immediately rewrite that question as “customers need a brand upgrade.” First establish whether the obstacle lies in the page content, sales communication, or the service itself.
After organizing the material, hide internal terminology and ask an outside reader to describe the problem in their own words, then compare that description with business records. Only material that explains the context, obstacle, and current approach should enter the positioning discussion. Keep judgments without supporting records as hypotheses. Use customer information only within the scope of authorization.
Write positioning as a hypothesis that can be assessed
Use a single statement to explain which customers face which problem in what circumstances, how the company intends to help, and why customers should believe it. Then specify the people and conditions it does not apply to. If positioning covers every industry, task, and need at once, it becomes difficult to judge whether a piece of feedback supports or challenges it.
For example, suppose a company wants to help “customers whose websites cannot explain their services clearly.” It could narrow this to situations where the services are already defined, but customers still repeatedly ask basic questions after reading the website. If the service scope itself remains undecided, changing a headline alone cannot address the issue. The business owner should first confirm what the company can provide.
Break the hypothesis into behavior customers can observe, resources the company must commit, and evidence that needs checking, with clear ownership. When departments disagree, record differences over facts, objectives, and responsibility separately. Use the hypothesis to write pages and sales materials only when resources support the proposed help, commitments have a basis, and limitations are explicit.
Validate the wording through real tasks
Begin interviews with a recent experience: how the customer discovered the problem, what they tried, and who took part in the decision. Then have participants independently read a website headline or service description, explain what problem the company solves, and complete tasks such as choosing a service or finding contact information. Observe pauses, misunderstandings, and follow-up questions without prompting answers.
For example, suppose the aim is to assess whether a service description is clear. Ask participants to identify which service suits their task after reading it and what else they would need to ask. If they can select a service only after the facilitator adds an explanation, that does not establish that the page is clear. Record the wording that caused confusion and revise the relevant content.
Keep a record of the device, page version, task conditions, and participants’ exact words. After revisions, repeat the same tasks to check whether the original misunderstandings persist and whether new misleading impressions appear. Small-scale testing helps identify problems; it cannot represent all customers. Whether the wording attracts suitable customers also requires comparing real inquiry needs with the service’s intended scope.
Resolve conflicting feedback along the customer journey
When customers express opposing views, first compare their roles, usage contexts, and task stages rather than choosing an answer that suits internal preferences. Classify findings as supported, challenged, or lacking sufficient evidence, and identify the hypothesis each finding concerns. Keep feedback that cannot represent the broader group as an individual case, specifying where further interviews or direct observation are needed.
For example, suppose one customer finds a service description too brief while another finds it too long. First check whether they are at different stages, such as initial exploration and choosing a specific service. If the existing records cannot explain the difference, ask each person what task they were trying to complete. Do not immediately apply the same editing solution to both.
During review, examine the page the customer first encountered, subsequent inquiry records, and actual delivery materials together. If customers understand the page accurately but sales still needs to correct expectations, check information in other channels and delivery training. If customers cannot recognize the stated problem, return to research on the context. Each revision should address a specific difficulty and retain the reasoning and retest results.
Keep promises aligned with everyday delivery
After updating the positioning, assign a person to maintain source materials, a business reviewer, and a content owner. Record sources, versions, and the next review date. When the business or product changes, use the same checklist to review the website, sales materials, presentations, and service processes. Check whether the delivery team can fulfill the promises and whether customer inquiries are becoming more focused.
For example, suppose the service scope changes and the website is updated, but sales presentations still contain an old promise. Update that wording as well, and record the basis for the correction and its completion. Acceptance should depend on whether channels describe the service scope consistently and actual delivery can support it. Visits or clicks alone cannot establish that the positioning works; customer feedback and delivery records are also needed.
Qingmei Future can assist with positioning research and communication, while related customer information must still be handled within its authorized scope. 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. If the original material does not support a forum statement, customer conclusion, or industry figure, do not add it or use the citation to endorse the company’s own promises.
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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When product features are similar, how else can brands differentiate themselves?
Identify differences the business can genuinely deliver by examining customer tasks, product requirements, service experiences and verifiable evidence.










