Experience metrics don’t speak for themselves. Customer behavior is shaped by culture, emotion, and context, yet many organizations interpret data as if it were universal. In this 45-minute session, we explore how to connect experience metrics to real behavioral insight, avoid vanity measures, and turn data into meaningful decisions that drive continuous improvement across diverse markets.Key takeaways include:

1. Metrics without context can mislead decisionsExperience data is not universal. Cultural norms, emotional states, and situational context shape how customers respond, what looks like a “good” or “bad” score may mean something completely different across markets.

2. Move beyond vanity metrics to behavioral insightOrganizations must shift from tracking scores (NPS, CSAT, CES) to understanding the why behind them, linking metrics to real customer behaviors, expectations, and lived experiences.

3. Turn data into culturally-informed actionThe real value of experience measurement lies in interpretation. By embedding cultural and behavioral lenses into analysis, organizations can translate data into meaningful decisions that drive continuous, relevant improvement.

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Shorouk Abdelfattah is a (CX) practitioner, trainer, and speaker with 15 years of experience in CX management, consumer insights, market research, and market intelligence across the GCC and Middle East. She specializes in identifying consumer behavior trends, purchasing patterns, and customer expectations, seamlessly integrating them into customer-centric strategies that drive business growth. With a strong footprint in the banking, F&B, and consulting sectors, Shorouk has led Voice of Customer (VoC) programs, developed CX transformation strategies, and helped organizations in the GCC and Middle East create exceptional customer experiences. Her expertise in linking regional cultural dynamics to CX strategies makes her a sought-after specialist in the industry.

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