RESEARCH & PERSPECTIVES / AI & BRAND
How can technology brands avoid vague claims about innovation?
Replace abstract terms with customer tasks, specific capabilities, applicable conditions, and verifiable evidence.

Replace Abstract Innovation Slogans with Customer Tasks
First check whether the page explains what customers are trying to do, before describing how “leading” the company is. Circle words such as “disruptive,” “intelligent,” and “empowering,” and ask of each: Who will use the product, how do they currently complete the task, and where exactly do they get stuck? If the body copy cannot answer these questions, remove the adjectives first, then describe the problem using existing business records. Temporarily hide internal terminology so outside readers can describe the need in their own words, then have business staff check their descriptions.
Suppose a page says only “empowering business through intelligence.” Start by reviewing existing inquiry records to identify the tasks, roles, and obstacles customers asked about, then try rewriting it as “helping a particular group of people complete a particular task.” If the records cover only one stage of work for one type of customer, keep the copy within that scope instead of expanding it into a general capability for every business. This is a rewriting example; the actual audience and task still need to come from existing materials.
Use a simple table to list the context, roles, current approach, obstacles, and source materials. Preserve customers’ own words so the team’s interpretation does not get mistaken for customer needs. For acceptance, readers should be able to identify the specific problem the page addresses, and business staff should be able to locate the corresponding records. Mark unsupported judgments as hypotheses. If even the existence of the problem remains unconfirmed, investigate the context further before drawing market conclusions.
Break Down Claims and Check the Basis for Comparisons
Break each brand claim into four questions: Who uses it, what do they input, what does the product provide, and which situations require further confirmation? Keep each sentence within the capabilities supported by existing evidence, and state its scope. For comparisons such as “faster” or “more accurate,” first check the comparator and measurement basis. If either is incomplete, remove the comparative wording and describe the specific action the product provides, rather than substituting another set of adjectives.
Suppose the team wants to describe a capability as “making processing faster,” but has only a process description and no usable comparison records. It can first explain what the user submits, what the product provides, and whether someone needs to confirm anything afterward. The inputs, outputs, and confirmation steps in this example should all reflect the actual business process. Consider restoring the comparison only when the comparator, applicable conditions, and measurement basis can be clearly explained.
During review, separately list the behavior customers can observe, the resources the company needs to provide, and the evidence supporting the wording. Assign a business owner to each claim. If product, sales, and delivery teams disagree, first determine whether the disagreement concerns facts, goals, or responsibilities, then have the relevant business owner confirm the conclusion. Acceptance requires a clear scope and supporting basis for every commitment. Unresolved disagreements should remain open items for confirmation, rather than being concealed through vague wording.
Test Whether the Headline and Introduction Explain the Product
Design comprehension tests around the tasks the page is meant to help customers complete. First ask readers to look only at the heading and opening paragraph, then explain what the company provides, where it applies, and where the evidence is. Next, give them tasks such as reading, choosing, or making contact, and observe pauses, misunderstandings, and follow-up questions. The moderator should not explain the answers for participants, because that makes it difficult to judge whether the page itself is clear. Record the device, page version, task conditions, and participants’ exact words.
Suppose a page is intended to help readers decide whether a service suits them. Ask participants to find the applicable conditions and explain why they would make contact or continue reading. If they interpret a capability with limited scope as a universal commitment, review the heading, body copy, or conditions that caused the misunderstanding. If they cannot find any supporting basis, adjust the information’s placement or add the available supporting materials. Then repeat the same task to check whether the revision has introduced other misleading impressions.
After checking customer understanding, ask the product and delivery teams whether they can consistently fulfill the page’s description. Acceptance requires more than participants being able to repeat the copy: their understanding should also match the actual service scope. Small-scale tests help identify specific problems; they cannot establish that all customers will understand. If wording revisions still fail to resolve the differences, examine the product process or service arrangements instead of attributing every problem to language.
Track Claims and Their Scope with an Editorial Checklist
Create an editorial checklist organized around specific claims. Keep terminology explanations, data sources, reviewers, versions, and the next review date, and identify who maintains the source materials, reviews business accuracy, and owns the content. When the product or business changes, use the same checklist to review the website, sales materials, presentations, and service processes. Focus on whether the stated scope still holds and whether words such as “all,” “always,” “leading,” and “guaranteed” have a clear basis and approval from the relevant owner.
Suppose customers still repeatedly ask during consultations which stages a service includes after reading the website. Compare the page they first saw, their exact questions, and the actual delivery materials side by side. If the page lacks a scope explanation, add specific conditions. If the website is accurate but the sales explanation differs, examine information across channels or delivery training. Record the basis, changes, and review results for every correction, and confirm at acceptance whether the original gap in understanding has been resolved.
Evaluate content using both customer feedback and actual delivery. Do not treat visits or clicks alone as proof of value, or turn individual experiences into universal commitments. When citing external research or views expressed at exhibitions, link to the specific original material and explain that the article is the company’s independent analysis. Do not add forum remarks, customer conclusions, or industry data without direct support. Remove older statements that cannot be verified, or use them again only after verification.
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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