Customer experience is not a template that can be moved unchanged from one market to another. When a Saudi organisation adopts NPS or a customer-journey framework, it gains a proven tool but still needs to test the assumptions that came with it.[2]

Saudi Arabia's institutional focus on digital experience appears in national indicators that measure the maturity of government services from the beneficiary's perspective. This makes understanding the real journey and connecting measurement to touchpoints an ongoing discipline rather than a seasonal initiative.[1]

Local context begins with real behaviour

Across Sadaa's work with different organisations and sectors, customers do not experience digital and physical channels as separate tracks. A journey may begin with an advert, move to an app, continue by phone, and end at a physical location. Measurement that isolates those channels loses part of the story.

Recommendation and satisfaction also mean different things depending on the service, relationship, and customer expectations. We therefore avoid assigning one universal meaning to a score. Instead, we connect it to a qualitative question, later behaviour, and the context of the touchpoint.

Three points to test in a local customer journey

  1. The opening moment: measure the effect of reception and welcome, whether the touchpoint is digital or human, rather than starting halfway through the journey.
  2. Connections between channels: treat digital and physical channels as one journey when customers move between them to complete a service.
  3. The meaning of loyalty: interpret recommendation and satisfaction within the relationship and social context instead of assuming that a score means the same thing in every market.

Three considerations when designing the methodology

  1. Begin with a journey map grounded in interviews, operational data, and field observation, not a ready-made template alone.
  2. Calibrate measurement points to customer expectations at each stage, and define success before choosing the question and metric.
  3. Shorten the learning cycle and deliver results to the person able to improve the touchpoint.

Global tools become useful after calibration

A locally grounded approach does not reject global metrics. NPS, CSAT, and CES become valuable when each is used for the right purpose, interpreted alongside comments and operational behaviour, and compared across consistent periods and segments.[2]

The advantage does not come from owning the metric. It comes from understanding what the metric means in your customer's journey and turning it into a decision.