--- title: "What Customers Mean by Quality | antedote" description: "When customers ask for quality, what should change? How qualitative interpretation turns a familiar word into a clearer product or brand decision." url: "https://antedote.com/thinking/what-customers-mean-by-quality/" published: "2026-10-27" updated: "2026-10-27" author: "Anne Lacey" --- # When customers say “quality,” what should you change? Customers can use the same word and want quite different things. Knowing what they mean tells a team what to improve, what to communicate and what to measure. Article on Customer choice, 4 min read Reviewed by [Anne Lacey, Founding Partner](https://antedote.com/why-antedote/#partners) on October 27, 2026. Published October 27, 2026. “Customers want better quality” sounds like evidence a team can act on. Product development can improve the specification. Marketing can explain the materials. The next survey can measure whether perceptions have changed. Yet each of those responses assumes something about what quality means. When customers ask for quality, what should change is the experience they are judging when they use the word, such as the feel of the product, the reliability of its results or the service behind it. Unless research has established which, different teams can leave the same presentation with different instructions. The word may be clear to the person using it. It becomes less clear when it has to guide a business decision. ## The same word can lead to different improvements Consider a hypothetical kitchen-appliance project. One customer says an appliance feels high quality because its controls are solid and precise. Another uses the same phrase because the appliance produces a reliable result when several things are happening at once. A third is thinking about whether someone will repair it when it goes wrong. These accounts could lead to quite different investments: a change to the physical product, more dependable performance, or better service. They could also change the evidence a brand needs to show before purchase. Management writing has long treated quality as more than one thing. In [MIT Sloan Management Review](https://sloanreview.mit.edu/article/what-does-product-quality-really-mean/), David Garvin reviewed “the varying definitions of product quality” and built “an eight-dimensional framework” to elaborate on them. A framework can name the possibilities. Research with customers is what shows which of them a particular customer means in a particular decision. It would be premature to turn the three accounts in the appliance example into customer segments, or to assume that everyone has one stable definition. The same person may judge an appliance differently when choosing it, using it under pressure and trying to keep it working years later. Research has to establish which distinctions matter in the situation being considered. A single quality score may still be useful for tracking an overall impression. It will not necessarily tell the team which improvement would change that impression. ## Interpretation connects the word to the experience Qualitative research can help make that connection. A person’s account of what happened, what they expected and what disappointed them gives meaning to the language they use. The interpretation has to make sense across the evidence, including accounts that challenge it. A memorable quotation cannot do all that work on its own. Interpretation is the work of developing meaning from that material in relation to the question the business has to answer. It matters most when a familiar customer word is about to become a commercial instruction. The aim is to understand the standard against which the customer is judging. Something can feel carefully made and still be wrong for the job. Equally, a product can do its job well while giving little reassurance to someone who has yet to use it. Those situations call for different responses. The distinction also stops the business from treating every disappointment as a communications problem. Sometimes the offer needs to change. Sometimes people need clearer evidence of a benefit it already provides. Sometimes both deserve attention. ## Clearer meaning makes the next decision stronger Once the different meanings are understood, the team can make a more specific choice. It might need to investigate the reliability of a particular experience, compare alternative product changes or understand how much reassurance a service promise provides. That understanding can also improve quantitative research. A question about overall quality and a question about dependable performance measure different things, and choosing between them depends on what the business needs to know. The American Association for Public Opinion Research’s [survey guidance](https://aapor.org/standards-and-ethics/best-practices/) says it is important to pretest a questionnaire before fielding it, typically through cognitive interviews that explore how respondents interpret the questions. There is no requirement for qualitative research always to come first. An unexpected quantitative result may be the reason to investigate the meaning of quality. Existing evidence may already be enough to define it. The sequence should follow what remains uncertain. Nor does identifying a meaning tell us how widely it is shared or what people will pay for it. Those are further questions. A feature that communicates quality may have little influence on choice at the proposed price, or matter strongly to a particular audience. The recommendation needs to keep those distinctions visible. ## An instruction the business can use An experienced team should be able to explain which experience needs to improve, for whom, and why that is the most useful response to the evidence. Where the evidence supports several interpretations, the next step should distinguish between them in a way that matters to the decision. “Improve quality” leaves a great deal for the business to guess. Understanding what customers are judging makes the choice more concrete, and helps a team spend its effort on the part of the offer that deserves it. ## Read next - *Article* · 4 min read ### [AI can make an idea look finished before the thinking is.](https://antedote.com/thinking/ai-concept-development-polish/) AI can make a concept tangible sooner. The risk is a polished image that settles product and commercial choices the team hasn’t yet made. - *Article* · 3 min read ### [The innovation brief that starts with pleasure](https://antedote.com/thinking/innovation-brief-pleasure/) Enjoyment, anticipation and self-expression can shape an innovation brief from the start. The commercial test is whether they add up to something people have a reason to choose. ## How we help [Strategic research](https://antedote.com/what-we-do/strategic-research/) Qual, quant and data science, designed together, and the strategic thinking to turn the evidence into your next move. ## Working through this question now? Bring us the version your team is facing; half-formed is fine. We’ll say how we would approach it, and whether we’re the right fit. [Talk to us](https://antedote.com/talk-to-us/) · [hello@antedote.com](mailto:hello@antedote.com) A partner or director will reply.