The conversation delves into the challenges of the legacy survey model, the benefits of aspect-based sentiment analysis, addressing negativity bias, emotional listening, mapping sentiment to service blueprints, and converting sentiment into financial metrics to justify CX budgets.

Takeaways

• Legacy survey model is increasingly irrelevant
• Aspect-based sentiment analysis provides nuance and context
• Negativity bias in sentiment analysis can be addressed using techniques like SMOTE
• Sentiment data should be mapped to service blueprints for real impact
• Converting sentiment into financial metrics helps justify CX budgets

#cx #customerexperience #customersurveys #customerfeedback #servicedesign #uxdesign #sentimentanalysis #ai