Unlock Customer Insights: Mastering the Four Levels of Understanding
Imagine your marketing campaign flops. Why? You thought you understood your customers, but the results say otherwise. Operating on assumptions, not facts, leads to strategies that simply miss the mark. Surface-level reasons rarely reveal the complete picture. To get to the bottom of things, you need a deeper understanding.
To truly get to your customers, you've got to dig deeper than demographics. Hannah Shamji's four levels of customer understanding framework offers a powerful approach. What's fascinating is how this framework helps uncover the underlying reasons for user behavior, hidden motivations, and complexities often missed by traditional research. But is asking customers directly the answer?
Why Asking Customers Directly Isn't Enough
It seems logical: just ask people what they think, right? Wrong. What people think, feel, say, and do are often worlds apart. Relying solely on direct questions? That's a recipe for inaccurate conclusions.
Erika Hall nailed it: directly asking a question is often the worst way to get a true answer. We aren't always aware of our true motivations. We apply biases. We exaggerate. We focus on edge cases. And we prioritize short-term goals. Users say they need a product comparison table? Doesn't mean they *can't* achieve their goals without it.
The Power of Words: "Possible" vs. "Probable"
Even subtle nuances in word choice matter. A lot. Users aren't always precise. Thomas D'hooge's work highlights the chasm between terms like possible, plausible, and probable. Digging deeper, how unreliable *are* those words?
A study on Dutch verbal probability terms proves it. Extreme terms? Some agreement. But "possible," "maybe," or "likely"? A *huge* range of interpretations. The connection? You've got to go beyond what people say. Industry analysis suggests that failing to account for this variability can lead to skewed data and misinformed decisions.
The Four Levels of Customer Understanding
To gain a more realistic and less biased view, consider these four levels. It's a climb, but worth it.
- Level 1: "What they say"
Easiest to collect. Most unreliable. Opinions shaped by perception or how they want to be perceived. Avoid relying too heavily on CRM data, surveys, or polls. They lie.
- Level 2: "What they think and feel"
More context, sure. But still influenced by memory and personal preferences. User research and interviews can help understand expectations and experiences. But feelings change.
- Level 3: "What they do"
Now we're talking: actual behavior. Actions taken (or skipped). Usage data. Analytics. Task analysis and workflow analysis are your friends for understanding product use. Finally, reality.
- Level 4: "Why they do it"
The holy grail: underlying motivations. Root causes. Observe real workflows. Conduct in-depth interviews. Build trust. Repeat interviews. Task walkthroughs. This is understanding.
Data from different levels will conflict. Count on it. To gain a comprehensive understanding, triangulate and reconcile data using mixed-method research. Synthesis is key.
Capturing Emotions and Nuance in User Research
Emotions? Tough to capture. More apparent when observing people performing tasks without external influence. Shifting from sympathy to empathy (or even compassion, as Sarah Gibbons suggests) can positively impact users. It matters.
Instead of asking users to "speak aloud" during usability testing (disruptive!), observe their interactions. Taps, hovers, scrolls, time spent. *Then* ask questions. After they're done or stuck. Timing is everything.
The Emotion Wheel (website) by Geoffrey Roberts? Gold for describing a range of emotions during user interviews. Move beyond "good" or "bad." Get precise about the sentiment customers (or colleagues) might be experiencing. Honestly, I've found this tool invaluable for guiding interviewees toward more specific and revealing emotional responses.
Use mirroring (repeating what a user said). Ask the same question in different ways. Uncover issues that didn't surface initially. Encourage more context. More details.
Beyond Emotions: Focus on Actions
Emotions are important. But some argue against prioritizing empathy above all else. Fair point.
"Our work is about others — their problems, their pain, their mess. Our job is to make sense of it and then do something about it. Not to emote or perform but to act on and solve it. There is a flawed belief that to build great things, you first need to emotionally fully absorb someone else’s experience."
— Alin Buda
User's emotional responses act as signals of how well a product is working. Observe engagement. Reactions to aesthetics. Levels of confusion or confidence. But to make a real impact? Go beyond emotions. Focus on what people actually *do*. Relentless observation. Diagnosis. Focus on underlying user needs. Actionable insights. This is especially critical as user expectations for seamless and intuitive experiences continue to rise.
Observe and Diagnose, Don't Validate
Don't just ask. Observe. Where do users lose time? Repeat actions? Hover without clicking? Click and then go back? Subtle cues: scratching their neck, raising eyebrows, expressions of worry, joy, or confusion. The devil's in the details.
Many companies use user testing for "validation." Wrong. That just confirms existing assumptions. Instead, diagnose existing behavior without preconceived notions. Focus on research, not validation. Got it?
