Key Experience Indicators: How to decide what to measure?

Tomer Sharon
4 min readJun 30, 2018
When you measure smaller parts of the experience (only important ones, not everything), you get an indication of what specifically works well and what doesn’t. You can then dive deeper into the problem areas to understand why.

Chef Antonella opened her new restaurant six months ago. Everything has been going really well, it seemed. Revenue is up and to the right, tables are reserved in advance, and the restaurant is full and lively every single night. Business metrics show a very positive picture.

Chef Antonella also measures two key experience indicators she cares about. These paint a different picture. Close to 100% of customers are new. She has almost no returning customers. Second, on average, 70% of food is left on the plates. Something is wrong although business is great.

🔑 Why measure experience?

Key Experience Indicators (KEIs) provide a quantitative score of a specific, important, and actionable phenomenon related to using a product or service. Measuring KEIs has the following benefits:

  1. KEIs provide information to decision makers.
  2. KEIs precede or predict business outcomes.
  3. KEIs give insights into qualitative findings and customer anecdotes.

🔬Considerations of KEI measurements

What vs. why: KEIs will never explain themselves. To understand a KEI, one must invest in qualitative research.

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Tomer Sharon

Cofounder & CXO at anywell, author of Validating Product Ideas, It's Our Research, & Measuring User Happiness. Ex-Google, Ex-WeWork, Ex-Goldman Sachs. 2∞&→