CX Strategic Knowledge · CX Philosophy
Challenging Current Ways & Core Terms: TACTICAL METHODOLOGIES (Early Signals)
If you truly knew your customers you wouldn't need research — the claim itself is the red flag.
Teams say they know their customers, then build on assumptions, personal preference, and nostalgia. Rigor means asking how you know and how recent the data is. Voice-of-customer feeds tell you what is happening but rarely why — they need observation, interviews, and task analysis alongside them.
Test the claim by its logic. If a team really knew its customers, it would need no research, no surveys, no A/B tests, no MVPs. Nobody drops those, which tells you the knowledge is thinner than claimed. What usually fills the gap is assumption, personal preference, and nostalgia — when I used to do that job.
- How do you know?
- What data supports this?
- How recent is it?
- Primary research or secondary?
- What happens when internal opinions conflict?
Voice of the customer is necessary but not sufficient. Surveys, reviews, tweets, tickets, and ratings tell you what is happening. They rarely explain why, and they never prescribe what to do. Pair them with observational research, interviews, task analysis, and contextual inquiry — the methods that watch people work instead of asking them to remember.
Apply this
Reading about challenging current ways & core terms: tactical methodologies (early signals) is one thing. Seeing where it applies in your journey is the useful part.