Which Natural Language Processing (NLP) application has been most widely adopted by retailers for analyzing big data from customer interactions?

Natural Language Processing (NLP) has transformed how retailers interact with customers and analyze consumer behavior. From intelligent chatbots to sentiment analysis of product reviews, linguistic technology powers many innovations in the retail space. This poll tests your knowledge about how language technology intersects with retail analytics and customer engagement strategies. Can you identify which NLP application has made the biggest impact on retail big data?

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Sentiment analysis of product reviews and social media mentions
Automated translation of product descriptions for global markets
Voice recognition systems for inventory management
Linguistic demographic profiling of in-store conversations