
What Most Qualitative Interviews Miss—and How to Fix It
December 14, 2025
Most Customers Look Profitable. Only a Few Actually Are.
February 19, 2026Executive Summary
Brand equity is a strategic asset that drives pricing power, loyalty, and long-term profitability — yet many firms still treat it as a vague marketing concept. In reality, brand equity reflects how customers value a bundle of tangible and intangible attributes relative to alternatives. This article reframes brand equity as a measurable map of customer perception — and a set of levers executives can actively strengthen.
What Brand Equity Really Is — and Why It Matters
Market research managers are often asked to answer this question. It is critical to understand how our customers perceive our brand — and our competitors’ brands. After all, brand is one of the few things about of our products that a competitor cannot copy. It is something we can control. Building brand equity is a critical element in increasing a firm’s profits.
In the market research community, product demand is often thought of as the sum of the desirability of a product’s parts or attributes. This concept can help us better understand brand — and how brand equity can be strengthened.
Think of attributes as falling into one of two categories, Tangible features and Intangible features.
- Tangible Features – are easily measured. We can see them, touch them, record them. They exist — or can be proven to exist.
- Intangible Features – are difficult to quantify. They are subjective. A friend or colleague’s comment can influence our perceptions of a subjective attribute. Nevertheless they are often very important.
An example for an auto is…
- Tangible features:
- Price
- Color
- Fuel mileage
- Horsepower
- Intangible Features:
- Reliability
- The company cares about me as a customer
- The company will be around a long time
- Quality support
- Prestige
Notice that I have left off brand? We often think of brand as another attribute when customers buy a product. However, I will explain in a moment why I think this is a flawed paradigm.
Step 1: Identify the Intangible Attributes That Define Your Brand
Brand is not a feature of a product; instead, think of brand as a bucket that holds other features– the intangible features.
When a customer buys a car, there are many attributes that they desire. A particular color. A certain fuel economy. An engine with a certain horsepower. These are all demonstrably tangible features. One can easily prove whether a car has these or not. They are not subject to opinion.
Customers also desire attributes such as reliability, great support, or prestige. These are attributes also — but they are attributes that are difficult to quantify. It is difficult to prove how reliable a car will be over its life. I call these “intangible features.”
They are subject to opinion. They are not listed on the specifications sheet for a car.
But often these intangible features determine which make and model of car a customer chooses. These intangible features are often more important that the tangible features that show up on a specifications sheet.
Tangible vs. Intangible Features
Think of brand as the bucket into which all of the intangible features fall. When one thinks of an auto, the brand represents all of those important attributes that are not easily quantified — reliability, service and support, ease of repair, prestige, etc. Therefore, brand, in and of itself, is not something that a customer desires. Instead, a customer desires the attributes that the brand represents. And there are likely many attributes that are important to customers.
If a customer believes that Brand A represents reliability and if reliability is very important to the customer, then that customer will prefer Brand A. If Brand B represents prestige and if prestige is important to a person then that person will prefer Brand B. In this way, the brand is a surrogate for attributes that are subjective — that are not easily proven.
Step 2: Measure What Matters Most to Customers
Importance Is Not Evenly Distributed
With this paradigm, we need to know two things to improve our brand equity. First, we need to know what intangible features are important to customers. Second, we need to understand how our brand stacks up against these tangible features.
1. Identify Intangible Features
A challenge is that the list of intangible features that is important to any given customer can vary. What one customer considers important, another will not care about. Nevertheless, it is critical to discover the complete set of intangible features that are part of the consideration set when a product or service is purchased. Until we identify the full set of intangible features, we do not fully understand how our brand can (and does) perform in the market.
2. Rate Importance of Intangible Features
To build long-term brand equity we ideally must identify and strengthen our brand image on the intangible features that customers find most important. Customers can be fickle and preferences change over time. To build a solid brand that helps sales and profitability our brand must represent a full set of intangible features that customers find important at any given time. Relying on too small a subset of these features can leave our brands weak and vulnerable.
3. Identify Brand’s Relative Strength on Intangible Feature List
Once we understand all of the attributes that connote brand and their relative importance, we then must devise a way of identifying how we measure up versus our competitors. Who is the strongest on “prestige?” On “reliability?” On “cares about me as a customer?” Until we have a full list of the intangible features that influence the purchase decision for a product or service (and know their relative importance), we are unable to measure where our brand ranks; hence, we are not able to develop a coherent strategy for strengthening our brand equity.
Step 3: Assess How Your Brand Compares to Alternatives
Brand Equity Is Relative, Not Absolute

Following this logic, a brand represents many intangible features that any given customer finds important. In order to strengthen a brand we need to strengthen our position on each of the important intangible features. Any attempt at strengthening our brand with one single message will likely fall short. After all, a brand is a bucket containing many intangible features. While our brand may be perceived as strong on one attribute, it may be seen as weak on another.
Key Takeaways for Decision-Makers
- Brand = Perceptions, Not Products
Your brand is the sum of intangible customer perceptions — reliability, support, prestige, trust — that influence choice beyond features or price. Managing equity requires measuring these perceptions, not just product attributes. - Research for Relevance
Identify what intangible features matter most to your customers, and test how your brand stacks up against competitors on those dimensions. Deep, ongoing research — not assumptions — is the foundation of equity. - Prioritize and Strengthen
Not all perceptions matter equally. Focus on the few attributes with the greatest impact on preference and loyalty, then design experiences and messaging that reinforce your strength on those attributes. - Measure Continuously, Adapt Quickly
Brand equity isn’t static. As customer priorities shift, so must your measurement and strategy. Embed regular tracking and competitor benchmarking to stay agile. - Equity as Competitive Advantage
Brands with high equity command premium pricing, foster loyalty, and withstand competitive pressures better than those that rely solely on product features. A disciplined, research-based approach to intangible attributes yields measurable business value.
What this means for leaders:
Brand equity cannot be managed by intuition alone. Firms that measure customer perceptions with discipline gain clearer pricing power, stronger differentiation, and more defensible strategic decisions.
If your organization is reassessing brand positioning, pricing power, or competitive differentiation, perception-based research can clarify where brand equity is helping — and where it’s holding you back.




