DLabs.AI 09月25日
情感分析助力企业提升竞争力
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情感分析帮助企业深入理解客户需求,通过分析客户在社交媒体、邮件等渠道的语言表达,识别其情绪状态。这有助于企业获取产品服务反馈,优化用户体验,预测新产品的市场接受度,实时响应客户投诉,并评估营销活动的效果。情感分析通过自动化处理大量客户数据,节省人力成本,提升决策效率,是企业提升竞争力的关键工具。

😊 情感分析帮助企业获取产品服务反馈,通过分析客户在社交媒体、邮件等渠道的语言表达,识别其情绪状态,从而了解客户喜好与不满,优化产品服务。

📊 情感分析通过自动化处理大量客户数据,节省人力成本,提升决策效率。企业可实时监测客户情绪,优先处理重要信息,并评估营销活动的效果。

🔮 情感分析可预测新产品的市场接受度,通过分析早期客户反馈,帮助企业决定是否投资特定解决方案,降低产品失败风险。

🗣️ 情感分析结合语音转文字技术,可实时分析客户服务对话,自动识别问题并提供建议解决方案,提升客户满意度。

🔍 情感分析可用于竞品分析,通过追踪竞争对手的客户反馈,了解其优劣势,为企业提供改进方向和灵感来源。

These days, companies compete to create the most innovative solutions, products, and offers possible, hoping to win new customers.

But are they based on ideas alone? Or actual user needs? As it turns out, it looks like the former because research shows that 56% of consumers believe businesses need a deeper understanding of what they want. This is where sentiment analysis can help. 

Sentiment analysis enables businesses to better understand the needs, desires, and emotions of current and future customers. And in this article, we’ll walk you through how to use it in business, and what benefits it can bring. 

Ready? Let’s go.

What is sentiment analysis?

Sentiment analysis (also known as opinion mining) is a popular NLP (Natural Language Processing) solution where one identifies feelings and emotions expressed in words. Emotions are usually divided into three categories: negative, neutral, or positive.

From a business perspective, companies use it to identify how customers feel about a brand, product, or service based on an analysis of the words they use when they mention it (be it a comment on social media, a community forum, or in emails). 

6 ways sentiment analysis will help your business

Sentiment analysis offers several significant business benefits. Here are six reasons we recommend every business considers using it.

Get feedback about products and services

As we mentioned at the start of this article, 56% of consumers think businesses need to develop a deeper understanding of their needs. What’s the issue here? A lack of customer understanding will severely impact any business.

But you can avoid such problems using sentiment analysis, drawing valuable insights by learning about your customers’ responses to your products and services. You’ll see what they like and what annoys them, enabling you to adjust accordingly.

Save time and reduce your overheads

Sentiment analysis is a fully-automated process that offers time and cost optimizations. An algorithm analyzes the data, saving employees from reading thousands of customer reviews, categorizing them, and sharing the insights.

Reduce the risk of unsuccessful products

Companies launch over 30,000 new products every year, and 95% of them fail. With sentiment analysis, you can predict your customers’ response to new products or services before they hit the market. 

Analyzing this data will help you decide whether it’s worth investing money in a particular solution or whether it’s better to focus on something else.

Improve the overall user experience

Algorithms can detect a customer’s emotional state in emails, live chat, and more. This enables businesses to prioritize specific messages and notify customer support when a disgruntled customer needs an immediate solution.

Such a process not only improves the user experience. It also helps businesses retain customers and limit negative reviews. That’s crucial because as many as 95% of new customers read reviews before making a purchase.

Measure the impact of marketing and sales campaigns

Marketers and sales professionals use many tools to measure the effectiveness of their campaigns by analyzing metrics and KPIs. 

They monitor things like leads and conversions. But in the midst of all this, do they remember to check how the user feels? Because as it turns out, this is crucial, with 95% of purchasing decisions influenced by factors like emotions.

With sentiment analysis, you can see how many clicks or leads a campaign generates alongside the emotions it evokes. How is it possible? For example, if you send a direct message campaign on Linkedin and get responses from your target audience, sentiment analysis will allow you to analyze their language in terms of emotion. In doing so, you can constantly optimize your messaging and create campaigns that bring about the best results.

React to complaints in real-time

Did you know that just 1-in-25 unsatisfied customers complain to your company directly? But not to worry. 

With sentiment analysis, you can check for complaints, no matter where they’re published online. Sentiment analysis can gather information from any online source by tracking keywords, allowing you to categorize mentions as positive, neutral, and negative. 

Setting up notifications for specific keywords could help you respond to complaints in real-time. And given that 53% of people expect companies to respond to negative reviews within a week, this would be an invaluable capability.

How can you use sentiment analysis in your organization?

You already know the benefits of sentiment analysis. And you know how to build it. But have you decided if it’s something you want to use? 

If you’re still on the fence, here are a few ways you could deploy it in your organization. Bear in mind that sentiment analysis has near-limitless applications. Whether you run a business, NGO, political party, or otherwise, we bet you can find a use for it.

Here’s a handful of the most popular ways to use this AI solution:

Source: Brand24

Know your customers’ emotions and achieve better business results with advanced AI solutions

As you can see, sentiment analysis has many applications. And it can bring significant benefits to a business like yours.

So if you want to implement an advanced ML solution tailored to your organizational needs, feel free to contact one of our AI experts and tell us what you’re looking for.

Artykuł 6 ways sentiment analysis will help your business pochodzi z serwisu DLabs.AI.

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情感分析 客户洞察 市场研究 营销优化 竞争力提升
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