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How AI insights improve decision making

Sprout Social

Artificial intelligence-driven analytics tools sift through massive datasets to identify patterns, trends and insights humans might overlook—allowing brands a distinct competitive edge by making strategic decision-making easier and improving customer experiences. As an example, let’s look at a bank that wants to improve its customer service.

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How to Use Social Listening to Retain More Customers

Webbiquity SMM

Track customer sentiment. That’s where sentiment analysis can help you. It’s a natural language processing system that identifies and analyzes the sentiment and intent of texts. It’s a natural language processing system that identifies and analyzes the sentiment and intent of texts. Measure customer satisfaction.

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The role of artificial intelligence in business in 2024

Sprout Social

Machine learning (ML) Machine learning algorithms analyze data, identify patterns and make predictions based on their results. Deep learning, on the other hand, uses neural networks to learn and adapt to new data patterns with little to no human input.

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The 9 best reputation management services for your brand in 2024

Sprout Social

They also help businesses curb potential PR risks with timely alerts for spikes in message volume or negative sentiment that could spiral into a bigger issue if not handled promptly. Helps build and maintain your brand community Social media and review sites are important online channels for engaging with your brand community.

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A marketer’s guide to natural language processing (NLP)

Sprout Social

NLP powers AI tools through topic clustering and sentiment analysis , enabling marketers to extract brand insights from social listening, reviews, surveys and other customer data for strategic decision-making. So have business intelligence tools that enable marketers to personalize marketing efforts based on customer sentiment.

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5 ways social media listening increases customer advocacy

Sprout Social

This qualitative social data reveals customer sentiments, preferences and experiences. If other customers share the sentiment, it gives the brand ideas on where to potentially expand next. This kind of regular listening allows you to spot trends, understand shifts in customer sentiment and also predict future needs.

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Social Media Intelligence: What It Is & Why You Need It

Hootsuite

Unlike social listening , which involves simply monitoring conversations, social media intelligence takes it a step further and uses patterns and trends in data to inform decision-making. Data can range from demographic information, such as age and gender, to user behavior, sentiment analysis, trends, and more. New to data analysis?